CSDAI

Department of Institut Polytechnique de Paris

Group dig

dig (Data, Intelligence and Graphs)

LTCI, Telecom Paris

Themes: data science and artificial intelligence

The DIG team aims at making data and knowledge easy to extract, exploit and understand. The research conducted by the team covers both theoretical and practical aspects. The outcomes of this research include new algorithms (for data mining, graph analysis, processing of data streams), new data structures and languages (for storing and querying data) and new learning techniques (for question answering, content recommendation, trend and anomaly detection).

Contact person: Thomas Bonald, https://www.telecom-paris.fr/thomas-bonald?l=en

Web site: https://www.telecom-paris.fr/en/research/laboratories/information-processing-and-communication-laboratory-ltci/research-teams/data-intelligence-graphs

Journal articles

2024

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Fabian M. Suchanek, Simon Razniewski, Hiba Arnaout, Shrestha Ghosh. Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey. ACM Computing Surveys, 2024. ⟨hal-04461994⟩
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https://telecom-paris.hal.science/hal-04461994/file/acm-csur-2023.pdf BibTex

2023

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Jesus Antonanzas, Yunzhe Jia, Eibe Frank, Albert Bifet, Bernhard Pfahringer. teex: A toolbox for the evaluation of explanations. Neurocomputing, 2023, 555, pp.126642. ⟨10.1016/J.NEUCOM.2023.126642⟩. ⟨hal-04468368⟩
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Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger. Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing. IEEE Transactions on Network and Service Management, 2023, 20 (3), pp.3038--3054. ⟨10.1109/TNSM.2022.3226505⟩. ⟨hal-04468372⟩
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https://arxiv.org/pdf/2201.06205 BibTex
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Vítor Cerqueira, Heitor Murilo Gomes, Albert Bifet, Luís Torgo. STUDD: a student-teacher method for unsupervised concept drift detection. Machine Learning, 2023, 112 (11), pp.4351--4378. ⟨10.1007/S10994-022-06188-7⟩. ⟨hal-04468370⟩
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https://arxiv.org/pdf/2103.00903 BibTex
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Paulo Cortez, Albert Bifet. Editorial: Seventh special issue on Knowledge Discovery and Business Intelligence. Expert Systems, 2023, 40 (10), pp.1-2. ⟨10.1111/EXSY.13466⟩. ⟨hal-04468367⟩
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Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet. Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams. ACM Transactions on Knowledge Discovery from Data (TKDD), 2023, 17 (8), pp.107:1--107:36. ⟨10.1145/3587098⟩. ⟨hal-04468371⟩
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Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet. Exploring the potentials of online machine learning for predictive maintenance : a case study in the railway industry. Applied Intelligence, 2023, 53, pp.29758-29780. ⟨10.1007/s10489-023-05092-4⟩. ⟨hal-04456631⟩
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Akshaya Ravi, Mounira Msahli, Han Qiu, Gérard Memmi, Albert Bifet, et al.. Wangiri Fraud: Pattern Analysis and Machine-Learning-Based Detection. IEEE Internet of Things Journal, 2023, 10 (8), pp.6794-6802. ⟨10.1109/JIOT.2022.3174143⟩. ⟨hal-04468369⟩
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Akhil Thomas, Ali Riza Durmaz, Mehwish Alam, Peter Gumbsch, Harald Sack, et al.. Materials Fatigue Prediction Using Graph Neural Networks on Microstructure Representations. Scientific Reports, 2023, 13 (1), pp.12562. ⟨10.1038/s41598-023-39400-2⟩. ⟨hal-04190766⟩
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https://telecom-paris.hal.science/hal-04190766/file/journal-scientific-reports.pdf BibTex

2022

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Md. Mahbub Alam, Luís Torgo, Albert Bifet. A Survey on Spatio-temporal Data Analytics Systems. ACM Computing Surveys, 2022, 54 (10s), pp.219:1--219:38. ⟨10.1145/3507904⟩. ⟨hal-04468385⟩
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https://arxiv.org/pdf/2103.09883 BibTex
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Antoine Amarilli, Benny Kimelfeld. Uniform Reliability of Self-Join-Free Conjunctive Queries. Logical Methods in Computer Science, In press, ⟨10.46298/lmcs-18(4:3)2022⟩. ⟨hal-03807851⟩
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https://arxiv.org/pdf/1908.07093 BibTex
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Antoine Amarilli, Michael Benedikt. When Can We Answer Queries Using Result-Bounded Data Interfaces?. Logical Methods in Computer Science, 2022. ⟨hal-03712199⟩
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https://arxiv.org/pdf/1810.07822 BibTex
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Antoine Amarilli, İsmail İlkan Ceylan. The Dichotomy of Evaluating Homomorphism-Closed Queries on Probabilistic Graphs. Logical Methods in Computer Science, 2022, ⟨10.46298/lmcs-18(1:2)2022⟩. ⟨hal-03712200⟩
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https://arxiv.org/pdf/1910.02048 BibTex
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Emanuele Pio Barracchia, Gianvito Pio, Albert Bifet, Heitor Murilo Gomes, Bernhard Pfahringer, et al.. LP-ROBIN: Link prediction in dynamic networks exploiting incremental node embedding. Information Sciences, 2022, 606, pp.702--721. ⟨10.1016/J.INS.2022.05.079⟩. ⟨hal-04468391⟩
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Andrew Blair-Stanek, Nils Holzenberger, Benjamin van Durme. Shelter Check: Proactively Finding Tax Minimization Strategies via AI. Tax Notes Federal, 2022, 177. ⟨hal-04462115⟩
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https://hal.science/hal-04462115/file/SSRN-id4327110.pdf BibTex
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Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Fernandes De Mello, Jesse Read, Minh-Huong Le Nguyen, et al.. A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams. ACM Computing Surveys, 2022, 55 (4), pp.75:1--75:42. ⟨10.1145/3523055⟩. ⟨hal-04468366⟩
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https://arxiv.org/pdf/2106.09170 BibTex
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Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, et al.. Analyzing and repairing concept drift adaptation in data stream classification. Machine Learning, 2022, 111 (10), pp.3489--3523. ⟨10.1007/S10994-021-05993-W⟩. ⟨hal-04468393⟩
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Étienne Houzé, Jean-Louis Dessalles, Ada Diaconescu, David Menga. What Should I Notice? Using Algorithmic Information Theory to Evaluate the Memorability of Events in Smart Homes. Entropy, 2022, 24 (3), pp.346. ⟨10.3390/e24030346⟩. ⟨hal-03813989⟩
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https://telecom-paris.hal.science/hal-03813989/file/entropy-24-00346-v2.pdf BibTex
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Julien Lie-Panis, Jean-Baptiste André. Cooperation as a signal of time preferences. Proceedings of the Royal Society B: Biological Sciences, 2022, 289 (1973), ⟨10.1098/rspb.2021.2266⟩. ⟨hal-03899999⟩
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https://hal.science/hal-03899999/file/Lie-Panis_Andre_2022.pdf BibTex
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Chaitanya Manapragada, Heitor Murilo Gomes, Mahsa Salehi, Albert Bifet, Geoffrey I. Webb. An eager splitting strategy for online decision trees in ensembles. Data Mining and Knowledge Discovery, 2022, 36 (2), pp.566--619. ⟨10.1007/S10618-021-00816-X⟩. ⟨hal-04468386⟩
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https://arxiv.org/pdf/2010.10935 BibTex
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Natalia Mordvanyuk, Beatriz López, Albert Bifet. TA4L: Efficient temporal abstraction of multivariate time series. Knowledge-Based Systems, 2022, 244, pp.108554. ⟨10.1016/J.KNOSYS.2022.108554⟩. ⟨hal-04468392⟩
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Natalia Mordvanyuk, Albert Bifet, Beatriz López. VEPRECO: Vertical databases with pre-pruning strategies and common candidate selection policies to fasten sequential pattern mining. Expert Systems with Applications, 2022, 204, pp.117517. ⟨10.1016/J.ESWA.2022.117517⟩. ⟨hal-04468388⟩
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Ioan Petri, Ioan Chirila, Heitor Murilo Gomes, Albert Bifet, Omer F. Rana. Resource-Aware Edge-Based Stream Analytics. IEEE Internet Computing, 2022, 26 (4), pp.79--88. ⟨10.1109/MIC.2022.3152478⟩. ⟨hal-04468389⟩
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Yibin Sun, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet. SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams. Data Mining and Knowledge Discovery, 2022, 36 (5), pp.2006--2032. ⟨10.1007/S10618-022-00858-9⟩. ⟨hal-04468387⟩
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João Vinagre, Alípio Mário Jorge, Marie Al-Ghossein, Albert Bifet, Paolo Cremonesi. Preface to the special issue on dynamic recommender systems and user models. User Modeling and User-Adapted Interaction, 2022, 32 (4), pp.503--507. ⟨10.1007/S11257-022-09341-Y⟩. ⟨hal-04468394⟩
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2021

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Maroua Bahri, Albert Bifet, João Gama, Heitor Murilo Gomes, Silviu Maniu. Data stream analysis: Foundations, major tasks and tools. WIREs Data Mining and Knowledge Discovery, 2021, ⟨10.1002/widm.1405⟩. ⟨hal-03190000⟩
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José Del Campo-Ávila, Abdelatif Takilalte, Albert Bifet, Llanos Mora López. Binding data mining and expert knowledge for one-day-ahead prediction of hourly global solar radiation. Expert Systems with Applications, 2021, 167, pp.114147. ⟨10.1016/J.ESWA.2020.114147⟩. ⟨hal-04468410⟩
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Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger. Improving the performance of bagging ensembles for data streams through mini-batching. Information Sciences, 2021, 580, pp.260--282. ⟨10.1016/J.INS.2021.08.085⟩. ⟨hal-04468414⟩
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https://arxiv.org/pdf/2112.09834 BibTex
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Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. Fundamenta Informaticae, 2021, 182 (3), pp.219--242. ⟨10.3233/FI-2021-2071⟩. ⟨hal-04468412⟩
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https://arxiv.org/pdf/1708.08739 BibTex
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Eva García-Martín, Albert Bifet, Niklas Lavesson. Energy modeling of Hoeffding tree ensembles. Intelligent Data Analysis, 2021, 25 (1), pp.81--104. ⟨10.3233/IDA-194890⟩. ⟨hal-04468413⟩
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Heitor Murilo Gomes, Jesse Read, Albert Bifet, Robert J. Durrant. Learning from evolving data streams through ensembles of random patches. Knowledge and Information Systems (KAIS), 2021, 63 (7), pp.1597--1625. ⟨10.1007/S10115-021-01579-Z⟩. ⟨hal-04468416⟩
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Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, et al.. Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency. Data Mining and Knowledge Discovery, 2021, 35 (3), pp.796--836. ⟨10.1007/S10618-021-00736-W⟩. ⟨hal-04468408⟩
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Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera. CURIE: a cellular automaton for concept drift detection. Data Mining and Knowledge Discovery, 2021, 35 (6), pp.2655--2678. ⟨10.1007/S10618-021-00776-2⟩. ⟨hal-04468409⟩
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https://arxiv.org/pdf/2009.09677 BibTex
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Stefan Mengel, Antoine Amarilli, Pierre Bourhis, Matthias Niewerth. Constant-Delay Enumeration for Nondeterministic Document Spanners. ACM Transactions on Database Systems, 2021, 46 (1), pp.1-30. ⟨10.1145/3436487⟩. ⟨hal-03402446⟩
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https://arxiv.org/pdf/2003.02576 BibTex
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Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, et al.. River: machine learning for streaming data in Python. Journal of Machine Learning Research, 2021, 22, pp.1-8. ⟨hal-04468415⟩
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https://arxiv.org/pdf/2012.04740 BibTex
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Natalia Mordvanyuk, Beatriz López, Albert Bifet. vertTIRP: Robust and efficient vertical frequent time interval-related pattern mining. Expert Systems with Applications, 2021, 168, pp.114276. ⟨10.1016/J.ESWA.2020.114276⟩. ⟨hal-04468411⟩
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Maurras Ulbricht Togbe, Yousra Chabchoub, Aliou Boly, Mariam Barry, Raja Chiky, et al.. Anomalies Detection Using Isolation in Concept-Drifting Data Streams. Computers, 2021, 10 (1), pp.13. ⟨10.3390/computers10010013⟩. ⟨hal-03140817⟩
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2020

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Antoine Amarilli, Florent Capelli, Mikaël Monet, Pierre Senellart. Connecting Knowledge Compilation Classes and Width Parameters. Theory of Computing Systems, 2020, ⟨10.1007/s00224-019-09930-2⟩. ⟨hal-02163749⟩
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https://arxiv.org/pdf/1811.02944 BibTex
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Antoine Amarilli, Pierre Bourhis, Stefan Mengel, Matthias Niewerth. Constant-Delay Enumeration for Nondeterministic Document Spanners. SIGMOD record, 2020, 49 (1), pp.25-32. ⟨10.1145/3422648.3422655⟩. ⟨hal-03046848⟩
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https://arxiv.org/pdf/2003.02576 BibTex
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Antoine Amarilli, Michael Benedikt. Finite Open-world Query Answering with Number Restrictions. ACM Transactions on Computational Logic, 2020, 21 (4), pp.1-73. ⟨10.1145/3365834⟩. ⟨hal-02941917⟩
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https://arxiv.org/pdf/2003.02521 BibTex
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Michael Benedikt, Pierre Bourhis, Georg Gottlob, Pierre Senellart. Monadic Datalog, Tree Validity, and Limited Access Containment. ACM Transactions on Computational Logic, 2020, 21 (1), pp.6:1-6:45. ⟨10.1145/3344514⟩. ⟨hal-02307999⟩
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https://inria.hal.science/hal-02307999/file/mdl.pdf BibTex
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Eustache Besançon, Laurent Decreusefond, Pascal Moyal. Stein's method for diffusive limit of queueing processes. Queueing Systems, 2020, 95, pp.173--201. ⟨10.1007/s11134-020-09658-8⟩. ⟨hal-01784139v3⟩
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https://hal.science/hal-01784139/file/hal_queueing.pdf BibTex
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Albert Bifet, João Gama. IoT data stream analytics. Annals of Telecommunications - annales des télécommunications, 2020, 75 (9-10), pp.491--492. ⟨10.1007/S12243-020-00811-1⟩. ⟨hal-04468429⟩
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Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet, Meriem Bouzbila. Sampling informative patterns from large single networks. Future Generation Computer Systems, 2020, 106, pp.653--658. ⟨10.1016/J.FUTURE.2020.01.042⟩. ⟨hal-04468432⟩
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Paulo Cortez, Albert Bifet. Fifth special issue on knowledge discovery and business intelligence. Expert Systems, 2020, 37 (6), pp.1-3. ⟨10.1111/EXSY.12628⟩. ⟨hal-04468431⟩
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Laure Coutin, Laurent Decreusefond. Donsker's theorem in {Wasserstein}-1 distance. Electronic Communications in Probability, 2020, 25, pp.1--13. ⟨hal-02098892⟩
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https://telecom-paris.hal.science/hal-02098892/file/donskerLipschitz.pdf BibTex
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Laure Coutin, Laurent Decreusefond. Stein's method for rough paths. Potential Analysis, 2020, 53, pp.387--406. ⟨10.1007/s11118-019-09773-z⟩. ⟨hal-01551694v3⟩
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https://minesparis-psl.hal.science/hal-01551694/file/donsker.pdf BibTex
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Maciej Grzenda, Heitor Murilo Gomes, Albert Bifet. Delayed labelling evaluation for data streams. Data Mining and Knowledge Discovery, 2020, 34 (5), pp.1237--1266. ⟨10.1007/S10618-019-00654-Y⟩. ⟨hal-04468430⟩
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Jesus Lobo, Javier del Ser, Albert Bifet, Nikola Kasabov. Spiking Neural Networks and online learning: An overview and perspectives. Neural Networks, 2020, 121, pp.88-100. ⟨10.1016/j.neunet.2019.09.004⟩. ⟨hal-02460417⟩
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https://telecom-paris.hal.science/hal-02460417/file/1908.08019.pdf BibTex
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Jesus L. Lobo, Izaskun Oregi, Albert Bifet, Javier Del Ser. Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning. Neural Networks, 2020, 123, pp.118--133. ⟨10.1016/J.NEUNET.2019.11.021⟩. ⟨hal-04468434⟩
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Yiyan Qi, Jiefeng Cheng, Xiaojun Chen, Reynold Cheng, Albert Bifet, et al.. Discriminative Streaming Network Embedding. Knowledge-Based Systems, 2020, 190, pp.105138. ⟨10.1016/J.KNOSYS.2019.105138⟩. ⟨hal-04468433⟩
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J Rachad, R. Nasri, Laurent Decreusefond. DYNAMIC-TDD INTERFERENCE TRACTABILITY APPROACHES AND PERFORMANCE ANALYSIS IN MACRO-CELL AND SMALL-CELL DEPLOYMENTS. Annals of Telecommunications - annales des télécommunications, 2020, ⟨10.1007/s12243-020-00781-4⟩. ⟨hal-02623938⟩
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https://telecom-paris.hal.science/hal-02623938/file/dynamic.pdf BibTex
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Nedeljko Radulovic, Dihia Boulegane, Albert Bifet. SCALAR - A Platform for Real-time Machine Learning Competitions on Data Streams. Journal of Open Source Software, 2020, 5 (56), pp.2676. ⟨10.21105/joss.02676⟩. ⟨hal-03860640⟩
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Bintao Sun, Maximilien Danisch, T-H Hubert Chan, Mauro Sozio. KClist++: A Simple Algorithm for Finding k-Clique Densest Subgraphs in Large Graphs. Proceedings of the VLDB Endowment (PVLDB), 2020. ⟨hal-02999881⟩
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https://hal.science/hal-02999881/file/VLDB.pdf BibTex
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Xiang Zhao, Weixin Zeng, Jiuyang Tang, Wei Wang​, Fabian Suchanek. An Experimental Study of State-of-the-Art Entity Alignment Approaches. IEEE Transactions on Knowledge and Data Engineering, 2020, ⟨10.1109/TKDE.2020.3018741⟩. ⟨hal-03108522⟩
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https://imt.hal.science/hal-03108522/file/tkde-2020.pdf BibTex

2019

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Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart. Computing Possible and Certain Answers over Order-Incomplete Data. Theoretical Computer Science, 2019, 797, pp.42-76. ⟨10.1016/j.tcs.2019.05.013⟩. ⟨hal-01891814⟩
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https://inria.hal.science/hal-01891814/file/S0304397519303214.pdf BibTex
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Antoine Amarilli, Pierre Bourhis, Mikaël Monet, Pierre Senellart. Evaluating Datalog via Tree Automata and Cycluits. Theory of Computing Systems, 2019, 63 (7), pp.1620-1678. ⟨10.1007/s00224-018-9901-2⟩. ⟨hal-01891811⟩
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https://arxiv.org/pdf/1808.04663 BibTex
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Robert Anderson, Yun Sing Koh, Gillian Dobbie, Albert Bifet. Recurring concept meta-learning for evolving data streams. Expert Systems with Applications, 2019, 138, pp.112832. ⟨10.1016/j.eswa.2019.112832⟩. ⟨hal-02460396⟩
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https://telecom-paris.hal.science/hal-02460396/file/1905.08848.pdf BibTex
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Jean Paul Barddal, Fabrício Enembreck, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer. Merit-guided dynamic feature selection filter for data streams. Expert Syst. Appl., 2019, 116, pp.227-242. ⟨10.1016/j.eswa.2018.09.031⟩. ⟨hal-02287994⟩
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Jean Paul Barddal, Fabrició Enembreck, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer. Boosting decision stumps for dynamic feature selection on data streams. Information Systems, 2019, 83, pp.13-29. ⟨10.1016/j.is.2019.02.003⟩. ⟨hal-02339508⟩
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https://telecom-paris.hal.science/hal-02339508/file/is_boosting_rev2.pdf BibTex
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Meghyn Bienvenu, Camille Bourgaux, François Goasdoué. Computing and Explaining Query Answers over Inconsistent DL-Lite Knowledge Bases. Journal of Artificial Intelligence Research, 2019, 64, pp.563-644. ⟨10.1613/jair.1.11395⟩. ⟨hal-02066288⟩
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https://inria.hal.science/hal-02066288/file/11395-Article%20%28PDF%29-21164-1-10-20190310.pdf BibTex
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Camille Bourgaux, Patrick Koopmann, Anni-Yasmin Turhan. Ontology-mediated query answering over temporal and inconsistent data. Semantic Web – Interoperability, Usability, Applicability, 2019, ⟨10.3233/SW-180337⟩. ⟨hal-02111428⟩
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https://hal.science/hal-02111428/file/SWJ2019-BouKooTur.pdf BibTex
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Xiaoyi Chen, Nicolas Garcelon, Antoine Neuraz, Katy Billot, Marc Lelarge, et al.. Phenotypic similarity for rare disease: ciliopathy diagnoses and subtyping. Journal of Biomedical Informatics, 2019, 100, pp.103308. ⟨10.1016/j.jbi.2019.103308⟩. ⟨hal-02893160⟩
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https://hal.science/hal-02893160/file/JBI.pdf BibTex
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Rodrigo de Mello, Yule Vaz, Carlos Grossi, Albert Bifet. On learning guarantees to unsupervised concept drift detection on data streams. Expert Systems with Applications, 2019, 117, pp.90-102. ⟨10.1016/j.eswa.2018.08.054⟩. ⟨hal-02339493⟩
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Rodrigo de Mello, Chaitanya Manapragada, Albert Bifet. Measuring the Shattering coefficient of Decision Tree models. Expert Systems with Applications, 2019, 137, pp.443-452. ⟨10.1016/j.eswa.2019.07.012⟩. ⟨hal-02339499⟩
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Jean-Louis Dessalles. From Reflex to Reflection: Two Tricks AI Could Learn from Us. Philosophies, 2019, 4 (2), pp.27. ⟨10.3390/philosophies4020027⟩. ⟨hal-02288062⟩
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Heitor Murilo Gomes, Jesse Read, Albert Bifet, Jean Paul Barddal, João Gama. Machine learning for streaming data. SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2019, 21 (2), pp.6-22. ⟨10.1145/3373464.3373470⟩. ⟨hal-02460393⟩
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Abhik Ray, Lawrence Holder, Albert Bifet. Efficient frequent subgraph mining on large streaming graphs. Intelligent Data Analysis, 2019, 23 (1), pp.103-132. ⟨10.3233/IDA-173705⟩. ⟨hal-02339503⟩
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2018

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Marie Al-Ghossein, Talel Abdessalem, Anthony Barré. Open data in the hotel industry: leveraging forthcoming events for hotel recommendation. Information Technology \& Tourism, 2018. ⟨hal-02287955⟩
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Antoine Amarilli, Michael Benedikt, Pierre Bourhis, Michael Vanden Boom. Query Answering with Transitive and Linear-Ordered Data. Journal of Artificial Intelligence Research, 2018, 63, pp.191-264. ⟨10.1613/jair.1.11240⟩. ⟨hal-02338348⟩
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https://arxiv.org/pdf/1607.00813 BibTex
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Thomas Bonald, Ayalvadi Ganesh. Introduction to special issue: ACM SIGMETRICS 2016. Queueing Systems, 2018, pp.1-2. ⟨hal-02288039⟩
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Thomas Bonald, N. Duffield. Proceedings of the ACM on Measurement and Analysis of Computing Systems. acm, 2018, 2 (3). ⟨hal-02288035⟩
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Bertrand Charpentier, Thomas Bonald. Learning Graph Representations by Dendrograms. arXiv.org, 2018. ⟨hal-02288037⟩
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Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. Discriminative Distance-Based Network Indices with Application to Link Prediction. The Computer Journal, 2018, 61 (7), pp.998-1014. ⟨10.1093/comjnl/bxy040⟩. ⟨hal-02287954⟩
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https://telecom-paris.hal.science/hal-02287954/file/1703.06227.pdf BibTex
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Nathan de Lara, Thomas Bonald. The Forward-Backward Embedding of Directed Graphs. openreview.net, 2018. ⟨hal-02288036⟩
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Jean-Louis Dessalles. Self-sacrifice as social signal (Commentary on H. Whitehouse: Dying for the group: Towards a general theory of extreme self-sacrifice). Behavioral and Brain Sciences, 2018, 41, pp.e200. ⟨hal-02287922⟩
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Jean-Louis Dessalles. Remembered events are unexpected (Commentary on Mahr \& Csibra: Why do we remember? The communicative function of episodic memory). Behavioral and Brain Sciences, 2018, 41, pp.22. ⟨10.1017/S0140525X17001315⟩. ⟨hal-02287760⟩
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Hajer Kefi, Talel Abdessalem, Sitesh Indra. Toward an analytical model of social-media marketing capabilities. Management & Data Science, 2018, 2 (2), ⟨10.36863/mds.a.3964⟩. ⟨hal-04568280⟩
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Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem. Scikit-Multiflow: A Multi-output Streaming Framework. Journal of Machine Learning Research, 2018, 19. ⟨hal-02287993⟩
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Lin Yu-Ting, Thomas Bonald, Salah-Eddine Elayoubi. Flow-level traffic model for adaptive streaming services in mobile networks. Computer Networks, 2018, 137, pp.1-16. ⟨hal-02288038⟩
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2017

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Albert Bifet, Heitor Gomes, Jesse Read, Jean Paul Barddal, Fabrició Enembreck, et al.. Adaptive random forests for evolving data stream classification. Machine Learning, 2017, 106 (9-10), pp.1469 - 1495. ⟨10.1007/s10994-017-5642-8⟩. ⟨hal-01689026⟩
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https://hal.science/hal-01689026/file/ARF_preprint.pdf BibTex
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Mostafa Haghir Chehreghani, Talel Abdessalem. Upper and lower bounds for the q-entropy of network models with application to network model selection. Information Processing Letters, 2017, 119, pp.1-8. ⟨hal-02287534⟩
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Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan. Set of tuples expansion by example with reliability. International Journal of Web Information Systems (IJWIS), 2017, 13 (4), pp.425-444. ⟨10.1108/IJWIS-04-2017-0037⟩. ⟨hal-01699977⟩
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2016

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Laurent Decreusefond, Matthias Schulte, Christoph Thäle. Functional Poisson approximation in Kantorovich-Rubinstein distance with applications to U-statistics and stochastic geometry. Annals of Probability, 2016, 44 (3), pp.2147-2197. ⟨10.1214/15-AOP1020⟩. ⟨hal-01010967v2⟩
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https://hal.science/hal-01010967/file/PPPConv13.pdf BibTex
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Jean-Louis Dessalles. Un phénomène biologique unique. Textes et documents pour la classe, 2016, 1106, pp.52-57. ⟨hal-02287834⟩
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Jean-Louis Dessalles. L'émergence du sens au cours de l'évolution. Langages, 2016, 201, pp.129-142. ⟨hal-02287312⟩
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Ruiming Tang, Antoine Amarilli, Pierre Senellart, Stéphane Bressan. A Framework for Sampling-Based XML Data Pricing. Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2016, 24, pp.116-138. ⟨hal-01261958⟩
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2015

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Serge Abiteboul, Yael Amsterdamer, Daniel Deutch, Tova Milo, Pierre Senellart. Optimal Probabilistic Generation of XML Documents. Theory of Computing Systems, 2015, 57 (4), pp.806-842. ⟨hal-01261950v2⟩
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https://inria.hal.science/hal-01261950/file/abiteboul2013optimal-1.pdf BibTex
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Antoine Amarilli. Possibility for Probabilistic XML. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2015, 20 (5), pp.53-75. ⟨hal-01336826⟩
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Antoine Amarilli, Silviu Maniu, Pierre Senellart. Intensional Data on the Web. ACM SIGWEB Newsletter, 2015, pp.12. ⟨hal-01191721⟩
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Reynold Cheng, Silviu Maniu, Pierre Senellart. Guest Editorial: Special Issue on Databases and Crowdsourcing. Distributed and Parallel Databases, 2015, 33 (1), pp.1-2. ⟨hal-01178404⟩
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Laurent Decreusefond. The {Stein-Dirichlet-Malliavin} method. ESAIM: Proceedings, 2015, 51, pp.49-59. ⟨10.1051/proc/201551003⟩. ⟨hal-01148692⟩
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https://imt.hal.science/hal-01148692/file/survey.pdf BibTex
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Laurent Decreusefond, Ian Flint, Anais Vergne. A note on the simulation of the Ginibre point process. Journal of Applied Probability, 2015, 52 (4). ⟨hal-02286806⟩
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2014

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Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart. Gestion de versions incertaines de documents XML. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2014, 19 (4), pp.9-34. ⟨hal-01069817⟩
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Laure Coutin, Laurent Decreusefond. Higher order expansions via Stein's method. Communications on Stochastic Analysis, 2014, 8 (2), pp.155-168. ⟨hal-02286879⟩
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Jean-Louis Dessalles. Comment nous optimisons nos signaux sociaux. La Recherche, 2014, 494, pp.56-59. ⟨hal-02286985⟩
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Jean-Louis Dessalles. Optimal investment in social signals. Evolution, 2014, 68 (6), pp.1640-1650. ⟨10.1111/evo.12378⟩. ⟨hal-02286932⟩
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Vassilis Plachouras, Florent Carpentier, Muhammad Faheem, Julien Masanès, Thomas Risse, et al.. ARCOMEM Crawling Architecture. Future Internet, 2014, 6 (3), pp.518-541. ⟨hal-01069819⟩
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2013

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Andrea Bianco, Thomas Bonald, Davide Cuda, Raluca-Maria Indre. Cost, power consumption and performance evaluation of metro networks. Journal of Optical Communications and Networking, 2013, 5 (1), pp.81-91. ⟨hal-00784181⟩
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Thomas Bonald, Davide Cuda, Raluca-Maria Indre, Ludovic Noirie. Building optical packet networks without buffering, signalling or header processing. Journal of Optical Communications and Networking, 2013. ⟨hal-02286482⟩
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Faraz Makari Manshadi, Baruch Awerbuch, Rainer Gemulla, Rohit Khandekar, Julian Mestre, et al.. A Distributed Algorithm for Large-Scale Generalized Matching. PVLDB (Proceedings of the VLDB Endowment), 2013. ⟨hal-02286705⟩
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2012

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Thomas Bonald, Mathieu Feuillet. Performance of CSMA in multi-channel wireless networks. Queueing Systems, 2012, 72 (1-2), pp.139-160. ⟨hal-00781104⟩
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https://imt.hal.science/hal-00781104/file/BF11.pdf BibTex
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Bogdan Cautis, Evgeny Kharlamov. Answering Queries using Views over Probabilistic XML: Complexity and Tractability. PVLDB, 2012, 5 (10). ⟨hal-02286312⟩
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Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna Varde. Discovering Interesting Information with Advances in Web Technology. SIGKDD Explorations, 2012, 14 (2), pp.63-81. ⟨hal-02286724⟩
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Fabian M. Suchanek, Mauro Sozio, Martin Theobald, Ndapandula Nakashole. Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules. VLDS (Very large data search), 2012. ⟨hal-02286613⟩
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2011

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Gianmarco de Francisci Morales, Aristides Gionis, Mauro Sozio. Social Content Matching in MapReduce. VLDB, 2011, pp.460-469. ⟨hal-00816075⟩
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Jean-Louis Dessalles. Review of: The evolution of human language: Biolinguistic perspectives (R. Larson et al., CUP, 2010). Language, 2011, 87 (2), pp.411-414. ⟨10.1353/lan.2011.0042⟩. ⟨hal-02286881⟩
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Conference papers

2024

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Thomas Bonald, Richard Combes, Fabien Mathieu. Aloha, police d'états: Un contrôle d'admission implicite ?. AlgoTel 2024 – 26èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2024, Saint-Briac-sur-Mer, France. ⟨hal-04561239⟩
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https://hal.science/hal-04561239/file/aloha-cr.pdf BibTex
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Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek. Learning High-Quality and General-Purpose Phrase Representations. EACL 2024 - The 18th Conference of the European Chapter of the Association for Computational Linguistics, Mar 2024, La Valette, Malta. ⟨hal-04465022⟩
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https://telecom-paris.hal.science/hal-04465022/file/eacl-2024.pdf BibTex

2023

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Antoine Amarilli, Mikaël Monet. Enumerating Regular Languages with Bounded Delay. STACS, Mar 2023, Hamburg, Germany. ⟨10.4230/LIPIcs.STACS.2023.8⟩. ⟨hal-03940590⟩
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https://hal.science/hal-03940590/file/enumerating.pdf BibTex
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Mariam Barry, Jacob Montiel, Albert Bifet, Sameer Wadkar, Nikolay Manchev, et al.. StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications. 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, Apr 2023, California, United States. pp.3508--3521, ⟨10.1109/ICDE55515.2023.00272⟩. ⟨hal-04468377⟩
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Mariam Barry, Albert Bifet, Jean-Luc Billy. StreamAI: Dealing with Challenges of Continual Learning Systems for Serving AI in Production. 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, SEIP@ICSE 2023, Melbourne, Australia, May 14-20, 2023, May 2023, Melbourne, Australia. pp.134--137, ⟨10.1109/ICSE-SEIP58684.2023.00017⟩. ⟨hal-04468379⟩
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Alessio Bernardo, Emanuele Della Valle, Albert Bifet. Choosing the Right Time to Learn Evolving Data Streams. 2023 IEEE International Conference on Big Data (BigData), Dec 2023, Sorrento, Italy. pp.5156--5165, ⟨10.1109/BIGDATA59044.2023.10386551⟩. ⟨hal-04468373⟩
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Thomas Bonald, Nathan de Lara. A Consistent Diffusion-Based Algorithm for Semi-Supervised Graph Learning. Complex Networks, 2023, Menton, France. ⟨hal-04277262⟩
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https://hal.science/hal-04277262/file/main-3.pdf BibTex
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Thomas Bonald, Simon Delarue. Sparse Graph Neural Networks with Scikit-network. Complex Networks, 2023, Menton, France. ⟨hal-04277248⟩
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https://hal.science/hal-04277248/file/Sparse_Graph_Neural_Networks_with_Scikit_network.pdf BibTex
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Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek. GLADIS: A General and Large Acronym Disambiguation Benchmark. EACL 2023 - The 17th Conference of the European Chapter of the Association for Computational Linguistics, May 2023, Dubrovnik, Croatia. ⟨hal-04039173⟩
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https://hal.science/hal-04039173/file/2302.01860.pdf BibTex
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Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek. The Locality and Symmetry of Positional Encodings. EMNLP 2023 - Conference on Empirical Methods in Natural Language Processing, Dec 2023, Singapore, Singapore. ⟨hal-04330367⟩
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https://hal.science/hal-04330367/file/The_Locality_and_Symmetry_of_Positional_Encodings.pdf BibTex
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Simon Delarue, Tiphaine Viard, Jean-Louis Dessalles. Unexpected Attributed Subgraphs: a Mining Algorithm. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Nov 2023, Kusadasi, Turkey. ⟨hal-04321736⟩
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https://hal.science/hal-04321736/file/ASONAM23_Unexpected_Patterns_CAMERA_READY.pdf BibTex
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Rima Dessi, Hidir Aras, Mehwish Alam. Exploring the Impact of Negative Sampling on Patent Citation Recommendation. Proceedings of the 4th Workshop on Patent Text Mining and Semantic Technologies co-located with SIGIR 2023, Jul 2023, Taipei, Taiwan. ⟨10.5281/zenodo.7870197⟩. ⟨hal-04197089⟩
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https://telecom-paris.hal.science/hal-04197089/file/_PatentSemTech23_Citation_Recommendation.pdf BibTex
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Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet. Survey on Online Streaming Continual Learning. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, Aug 2023, Macao, China. pp.6628--6637, ⟨10.24963/IJCAI.2023/743⟩. ⟨hal-04468380⟩
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Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet. FALL: A Modular Adaptive Learning Platform for Streaming Data. 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, Apr 2023, California, United States. pp.3619--3622, ⟨10.1109/ICDE55515.2023.00282⟩. ⟨hal-04468378⟩
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Nils Holzenberger, Benjamin van Durme. Connecting Symbolic Statutory Reasoning with Legal Information Extraction. Proceedings of the Natural Legal Language Processing Workshop 2023, Dec 2023, Singapore, Singapore. pp.113-131, ⟨10.18653/v1/2023.nllp-1.12⟩. ⟨hal-04462093⟩
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Andreea Iana, Mehwish Alam, Alexander Grote, Katharina Luwig, Philipp Müller, et al.. NeMig - A Bilingual News Collection and Knowledge Graph about Migration. Proceedings of the Workshop on News Recommendation and Analytics co-located with RecSys 2023, Sep 2023, Singapore, Singapore. ⟨10.48550/arXiv.2309.00550⟩. ⟨hal-04197081⟩
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Fabrice Lécuyer, Louis Jachiet, Clémence Magnien, Lionel Tabourier. Tailored vertex ordering for faster triangle listing in large graphs. SIAM Symposium on Algorithm Engineering and Experiments (ALENEX), Jan 2023, Florence, Italy. ⟨10.1137/1.9781611977561.ch7⟩. ⟨hal-04270044⟩
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https://hal.science/hal-04270044/file/2203.04774.pdf BibTex
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Anton Lee, Yaqian Zhang, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer. Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning. CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, Feb 2023, Birmingham (UK), United Kingdom. pp.4038--4042, ⟨10.1145/3583780.3615236⟩. ⟨hal-04468374⟩
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https://arxiv.org/pdf/2310.20052 BibTex
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Yiwen Peng, Mehwish Alam, Thomas Bonald. Ontology Matching using Textual Class Descriptions. Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece, November 7, 2023, Nov 2023, Athens, Greece. ⟨hal-04459105⟩
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Martha Roseberry, Saso Dzeroski, Albert Bifet, Alberto Cano. Aging and rejuvenating strategies for fading windows in multi-label classification on data streams. Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, SAC 2023, Tallinn, Estonia, March 27-31, 2023, Mar 2023, Talinn, Estonia. pp.390--397, ⟨10.1145/3555776.3577625⟩. ⟨hal-04468384⟩
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Giovanni Sileno, Jean-Louis Dessalles. From Probabilistic Programming to Complexity-based Programming. 26th European Conference on Artificial Intelligence ECAI 2023, Sep 2023, Kraków, Poland. pp.304-317, ⟨10.1007/978-3-031-50485-3_32⟩. ⟨hal-04464156⟩
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https://hal.science/hal-04464156/file/HYDRA2023.pdf BibTex
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Fabian M. Suchanek, Anh Tuan Luu. Knowledge Bases and Language Models: Complementing Forces. RuleML (invited paper), 2023, Oslo, Norway. ⟨hal-04189768⟩
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João Vinagre, Marie Al-Ghossein, Ladislav Peska, Alípio Mário Jorge, Albert Bifet. ORSUM 2023 - 6th Workshop on Online Recommender Systems and User Modeling. RecSys '23 : Proceedings of the 17th ACM Conference on Recommender Systems, Singapore, Singapore, September 18-22, 2023, Sep 2023, Singapore, Singapore. pp.1272--1273, ⟨10.1145/3604915.3608763⟩. ⟨hal-04468383⟩
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Zichong Wang, Charles Wallace, Albert Bifet, Xin Yao, Wenbin Zhang. FG\(²\)AN: Fairness-Aware Graph Generative Adversarial Networks. Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II, Sep 2023, Turin, Italy. pp.259--275, ⟨10.1007/978-3-031-43415-0_16⟩. ⟨hal-04468381⟩
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Zichong Wang, Nripsuta Saxena, Tongjia Yu, Sneha Karki, Tyler Zetty, et al.. Preventing Discriminatory Decision-making in Evolving Data Streams. FAccT '23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, Jun 2023, Chicago, United States. pp.149--159, ⟨10.1145/3593013.3593984⟩. ⟨hal-04468376⟩
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https://arxiv.org/pdf/2302.08017 BibTex
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Yaru Wu, Lihu Chen, Benjamin Elie, Fabian M. Suchanek, Ioana Vasilescu, et al.. Who's speaking? Predicting speaker profession from speech. International Congress of Phonetic Sciences 2023, Aug 2023, Prague, Czech Republic. pp.3086-3090. ⟨hal-04190126⟩
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2022

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Antoine Amarilli, Yael Amsterdamer. Worst-case Analysis for Interactive Evaluation of Boolean Provenance. TaPP workshop, Jun 2022, Philadelphia, United States. ⟨hal-03712198⟩
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https://arxiv.org/pdf/2205.04224 BibTex
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Antoine Amarilli, Mikaël Monet. Weighted Counting of Matchings in Unbounded-Treewidth Graph Families. MFCS, Aug 2022, Vienna, Austria. ⟨10.4230/LIPIcs.MFCS.2022.9⟩. ⟨hal-03712197⟩
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https://arxiv.org/pdf/2205.00851 BibTex
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Antoine Amarilli, Louis Jachiet, Martín Muñoz, Cristian Riveros. Efficient enumeration algorithms for annotated grammars. PODS 2022, Jun 2022, Philadelphie, United States. ⟨10.1145/3517804.3526232⟩. ⟨hal-03654592⟩
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https://arxiv.org/pdf/2201.00549 BibTex
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Mariam Barry, Albert Bifet, Raja Chiky, Saad El Jaouhari, Jacob Montiel, et al.. Stream2Graph: Dynamic Knowledge Graph for Online Learning Applied in Large-scale Network. 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, December 17-20, 2022, Dec 2022, Osaka, Japan. pp.2190--2197, ⟨10.1109/BIGDATA55660.2022.10020885⟩. ⟨hal-04468396⟩
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Mariam Barry, Saad El Jaouhari, Albert Bifet, Jacob Montiel, Eric Guerizec, et al.. StreamFlow: A System for Summarizing and Learning Over Industrial Big Data Streams. IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, Dec 2022, Osaka, Japan. pp.2198--2205, ⟨10.1109/BIGDATA55660.2022.10020438⟩. ⟨hal-04468397⟩
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Armand Boschin, Nitisha Jain, Gurami Keretchashvili, Fabian M. Suchanek. Combining Embeddings and Rules for Fact Prediction. International Research School in Artificial Intelligence in Bergen, 2022, Bergen (NO), Norway. ⟨10.4230/OASIcs.AIB.2022.4⟩. ⟨hal-04462010⟩
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Dihia Boulegane, Vitor Cerquiera, Albert Bifet. Adaptive Model Compression of Ensembles for Evolving Data Streams Forecasting. International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, Jul 2022, Padua, Italy. pp.1--8, ⟨10.1109/IJCNN55064.2022.9892811⟩. ⟨hal-04468401⟩
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Lihu Chen, Gaël Varoquaux, Fabian Suchanek. Imputing out-of-vocabulary embeddings with LOVE makes language models robust with little cost. ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, May 2022, Dublin, Ireland. ⟨hal-03613101⟩
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https://hal.science/hal-03613101/file/Imputing%20OOV%20Embeddings%20with%20LOVE.pdf BibTex
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Cyril Chhun, Pierre Colombo, Fabian M Suchanek, Chloé Clavel. Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation. 29th International Conference on Computational Linguistics (COLING 2022), Oct 2022, Gyeongju, South Korea. ⟨hal-03801053⟩
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Ada Diaconescu, Etienne Houze, Jean-Louis Dessalles, Hans Vangheluwe, Romain Franceschini. Multi-scale model-based explanations for cyber-physical systems. MODELS '22: ACM/IEEE 25th International Conference on Model Driven Engineering : Companion Proceedings Languages and Systems, Oct 2022, Montreal Quebec, Canada. pp.684-691, ⟨10.1145/3550356.3561554⟩. ⟨hal-04362328⟩
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Moses Ganardi, Louis Jachiet, Markus Lohrey, Thomas Schwentick. Low-Latency Sliding Window Algorithms for Formal Languages. 42nd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2022), Dec 2022, Chennai, India. ⟨10.4230/LIPIcs.FSTTCS.2022.38⟩. ⟨hal-03925398⟩
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Nuwan Gunasekara, Heitor Murilo Gomes, Bernhard Pfahringer, Albert Bifet. Online Hyperparameter Optimization for Streaming Neural Networks. International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, Jul 2022, Padua, Italy. pp.1--9, ⟨10.1109/IJCNN55064.2022.9891953⟩. ⟨hal-04468402⟩
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Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer. Adaptive Neural Networks for Online Domain Incremental Continual Learning. Discovery Science - 25th International Conference, DS 2022, Montpellier, France, October 10-12, 2022, Proceedings, Oct 2022, Montpellier, France. pp.89--103, ⟨10.1007/978-3-031-18840-4_7⟩. ⟨hal-04468398⟩
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Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer. Adaptive Online Domain Incremental Continual Learning. Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part I, Sep 2022, Bristol, United Kingdom. pp.491--502, ⟨10.1007/978-3-031-15919-0_41⟩. ⟨hal-04468400⟩
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Thomas Guyet, Wenbin Zhang, Albert Bifet. Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences. ICCS 2022 - 22nd International Conference on Computational Science, Jun 2022, London, United Kingdom. pp.460-472, ⟨10.1007/978-3-031-08751-6_33⟩. ⟨hal-03898790⟩
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Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet. A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams. 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2022, Shenzhen, China. pp.1--10, ⟨10.1109/DSAA54385.2022.10032368⟩. ⟨hal-04468399⟩
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Chadi Helwe, Chloé Clavel, Fabian Suchanek. LogiTorch: A PyTorch-based library for logical reasoning on natural language. The 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Dec 2022, Abu Dhabi, United Arab Emirates. ⟨hal-03870592⟩
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Chadi Helwe, Simon Coumes, Chloé Clavel, Fabian Suchanek. TINA: Textual Inference with Negation Augmentation. The 2022 Conference on Empirical Methods in Natural Language Processing ( EMNLP 2022 ), Dec 2022, Abu Dhabi, United Arab Emirates. ⟨hal-03870605⟩
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Etienne Houze, Ada Diaconescu, Jean-Louis Dessalles, David Menga. A generic and modular reference architecture for self-explainable smart homes. 2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Sep 2022, Califonia, United States. pp.101-110, ⟨10.1109/ACSOS55765.2022.00028⟩. ⟨hal-04362167⟩
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Jacob Montiel, Hoang-Anh Ngo, Minh-Huong Le Nguyen, Albert Bifet. Online Clustering: Algorithms, Evaluation, Metrics, Applications and Benchmarking. KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022, Aug 2022, Washington, United States. pp.4808--4809, ⟨10.1145/3534678.3542600⟩. ⟨hal-04468403⟩
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Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, Jose Manuel, et al.. STREAMRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. AICCSA 2022 - 19th ACS/IEEE International Conference on Computer Systems and Applications, Dec 2022, Abu Dhabi, United Arab Emirates. ⟨hal-03948938⟩
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Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet. Continuous Health Monitoring of Machinery using Online Clustering on Unlabeled Data Streams. IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, Dec 2022, Osaka, Japan. pp.1866--1873, ⟨10.1109/BIGDATA55660.2022.10021002⟩. ⟨hal-04468395⟩
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Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio. AutoAD: an Automated Framework for Unsupervised Anomaly Detection. DSAA 2022 - IEEE International Conference on Data Science and Advanced Analytics, Oct 2022, Paris / Virtual Event, France. ⟨hal-03811809⟩
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João Vinagre, Marie Al-Ghossein, Alípio Mário Jorge, Albert Bifet, Ladislav Peska. ORSUM 2022 - 5th Workshop on Online Recommender Systems and User Modeling. RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18 - 23, 2022, Sep 2022, Seattle (USA), United States. pp.661--662, ⟨10.1145/3523227.3547411⟩. ⟨hal-04468406⟩
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Yaru Wu, Fabian Suchanek, Ioana Vasilescu, Lori Lamel, Martine Adda-Decker. Using a Knowledge Base to Automatically Annotate Speech Corpora and to Identify Sociolinguistic Variation. 13th Conference on Language Resources and Evaluation (LREC 2022), Jun 2022, Marseille, France. pp.1054-1360. ⟨hal-03860760⟩
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Peng Yu, Chao Xu, Albert Bifet, Jesse Read. Linear TreeShap. Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, Nov 2022, New Orleans, United States. ⟨hal-04446067⟩
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Zijing Zhang, Vimal Kumar, Michael Mayo, Albert Bifet. Assessing Vulnerability from Its Description. Ubiquitous Security - Second International Conference, UbiSec 2022, Zhangjiajie, China, December 28-31, 2022, Revised Selected Papers, Dec 2022, Zhangjiajie, China. pp.129--143, ⟨10.1007/978-981-99-0272-9_9⟩. ⟨hal-04468407⟩
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Yaqian Zhang, Bernhard Pfahringer, Eibe Frank, Albert Bifet, Nick Jin Sean Lim, et al.. Repeated Augmented Rehearsal : A simple but strong baseline for online continual learning. Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, Nov 2022, Nouvelle Orleans, United States. ⟨hal-04468405⟩
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https://arxiv.org/pdf/2209.13917v2 BibTex

2021

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Antoine Amarilli, Benny Kimelfeld. Uniform Reliability of Self-Join-Free Conjunctive Queries. 24th International Conference on Database Theory (ICDT 2021), Mar 2021, Nicosia, Cyprus. ⟨10.4230/LIPIcs.ICDT.2021.17⟩. ⟨hal-03712202⟩
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Antoine Amarilli, Louis Jachiet, Charles Paperman. Dynamic Membership for Regular Languages. ICALP 2021 - 48th International Colloquium on Automata, Languages, and Programming, Jul 2021, Glasgow, United Kingdom. pp.116:1--116:17, ⟨10.4230/LIPIcs.ICALP.2021.116⟩. ⟨hal-03466453⟩
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https://arxiv.org/pdf/2102.07728 BibTex
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Maroua Bahri, Albert Bifet, Silviu Maniu, Heitor Murilo Gomes. Survey on Feature Transformation Techniques for Data Streams. IJCAI-PRICAI 2020 - 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence, Jan 2021, Yokohama / Virtual, Japan. pp.4796-4802, ⟨10.24963/ijcai.2020/668⟩. ⟨hal-03189968⟩
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Maroua Bahri, Albert Bifet. Incremental k-Nearest Neighbors Using Reservoir Sampling for Data Streams. Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings, Oct 2021, Halifax, Canada. pp.122--137, ⟨10.1007/978-3-030-88942-5_10⟩. ⟨hal-04468420⟩
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Mariam Barry, Albert Bifet, Raja Chiky, Jacob Montiel, Vinh-Thuy Tran. Challenges of Machine Learning for Data Streams in the Banking Industry. Big Data Analytics - 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings, Dec 2021, Virtual, India. pp.106--118, ⟨10.1007/978-3-030-93620-4\_9⟩. ⟨hal-04468417⟩
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Armand Boschin, Thomas Bonald. Enriching Wikidata with Semantified Wikipedia Hyperlinks. Wikidata workshop at ISWC, 2021, Virtual conference, France. ⟨hal-04461069⟩
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Pierre Bourhis, Alejandro Grez, Louis Jachiet, Cristian Riveros. Ranked enumeration of MSO logic on words. 24th International Conference on Database Theory, {ICDT} 2021, March 23-26, 2021, Nicosia, Cyprus, Mar 2021, Nicosia / Virtual, Cyprus. pp.20:1--20:19, ⟨10.4230/LIPIcs.ICDT.2021.20⟩. ⟨hal-03223242⟩
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https://arxiv.org/pdf/2010.08042 BibTex
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Lihu Chen, Gaël Varoquaux, Fabian Suchanek. A lightweight neural model for biomedical entity linking. AAAI 2021 - The Thirty-Fifth Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, Feb 2021, Palo Alto (virtual), United States. pp.12657-12665. ⟨hal-03086044v2⟩
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Osnat Drien, Antoine Amarilli, Yael Amsterdamer. Managing Consent for Data Access in Shared Databases. 2021 IEEE 37th International Conference on Data Engineering (ICDE), Apr 2021, Chania, Greece. pp.1949-1954, ⟨10.1109/ICDE51399.2021.00182⟩. ⟨hal-03712201⟩
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Kanvaly Fadiga, Ada Diaconescu, Jean-Louis Dessalles, Etienne Houze. To do or not to do: finding causal relations in smart homes. 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Sep 2021, Washington, France. pp.110-119, ⟨10.1109/ACSOS52086.2021.00030⟩. ⟨hal-03814048⟩
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Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, et al.. Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. 37th IEEE International Conference on Data Engineering, ICDE 2021, Chania, Greece, April 19-22, 2021, Apr 2021, Chania, Greece. pp.1056--1067, ⟨10.1109/ICDE51399.2021.00096⟩. ⟨hal-04468422⟩
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Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, et al.. Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification. 8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021, Porto, Portugal, October 6-9, 2021, Oct 2021, Porto, Portugal. pp.1--2, ⟨10.1109/DSAA53316.2021.9564191⟩. ⟨hal-04468421⟩
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Chadi Helwe, Chloé Clavel, Fabian Suchanek. Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning. International Conference on Automated Knowledge Base Construction (AKBC), 2021, online, United States. ⟨hal-03344668⟩
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Etienne Houze, Ada Diaconescu, Jean-Louis Dessalles. Using Decentralised Conflict-Abduction-Negation in Policy-making. 1st Workshop on Agent-based Modeling and Policy-Making (AMPM2021), Dec 2021, Vulnius, Lithuania. ⟨hal-04362362⟩
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Yunzhe Jia, Eibe Frank, Bernhard Pfahringer, Albert Bifet, Nick Jin Sean Lim. Studying and Exploiting the Relationship Between Model Accuracy and Explanation Quality. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part II, Sep 2021, Bilbao, Spain. pp.699--714, ⟨10.1007/978-3-030-86520-7_43⟩. ⟨hal-04468425⟩
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Nicolas Kourtellis, Herodotos Herodotou, Maciej Grzenda, Piotr Wawrzyniak, Albert Bifet. S2CE: a hybrid cloud and edge orchestrator for mining exascale distributed streams. DEBS 2021 : 15th ACM International Conference on Distributed and Event-based Systems, Virtual Event, Italy, June 28 - July 2, 2021, Jun 2021, Milan (Italie) Virtuel, Italy. pp.103--113, ⟨10.1145/3465480.3466926⟩. ⟨hal-04468419⟩
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Saulo Martiello Mastelini, Jacob Montiel, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, et al.. Fast and lightweight binary and multi-branch Hoeffding Tree Regressors. 2021 International Conference on Data Mining, ICDM 2021 - Workshops, Auckland, New Zealand, December 7-10, 2021, Dec 2021, Auckland, New Zealand. pp.380--388, ⟨10.1109/ICDMW53433.2021.00053⟩. ⟨hal-04468423⟩
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Pierre Alexandre Murena, Marie Al-Ghossein, Jean-Louis Dessalles, Antoine Cornuéjols. Solving analogies on words based on minimal complexity transformation. International Joint Conference on Artificial Intelligence (IJCAI-2020), Jan 2021, Kyoto, Japan. pp.1848-1854. ⟨hal-02867163⟩
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Pierre-Henri Paris, Syrine El Aoud, Fabian Suchanek. The Vagueness of Vagueness in Noun Phrases. International Conference on Automated Knowledge Base Construction (AKBC), 2021, online, United States. ⟨hal-03344675⟩
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Thomas Pellissier Tanon, Fabian M. Suchanek. Neural Knowledge Base Repairs. European Semantic Web Conference, Jun 2021, Hersonissos (virtual), Greece. pp.287-303, ⟨10.1007/978-3-030-77385-4_17⟩. ⟨hal-03325101⟩
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Einav Peretz-Andersson, Niklas Lavesson, Albert Bifet, Patrick Mikalef. AI Transformation in the Public Sector: Ongoing Research. 2021 Swedish Artificial Intelligence Society Workshop, SAIS 2021, Sweden, June 14-15, 2021, Jun 2021, Lulea, Sweden. pp.1--4, ⟨10.1109/SAIS53221.2021.9483960⟩. ⟨hal-04468428⟩
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Nedeljko Radulovic, Albert Bifet, Fabian Suchanek. Confident Interpretations of Black Box Classifiers. 2021 International Joint Conference on Neural Networks (IJCNN), Jul 2021, Shenzhen, China. pp.1-8, ⟨10.1109/IJCNN52387.2021.9534234⟩. ⟨hal-03860636⟩
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João Vinagre, Alípio Mário Jorge, Marie Al-Ghossein, Albert Bifet. ORSUM 2021 - 4th Workshop on Online Recommender Systems and User Modeling. RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021 - 1 October 2021, Sep 2021, Amsterdam, Netherlands. pp.792--793, ⟨10.1145/3460231.3470940⟩. ⟨hal-04468427⟩
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Wenbin Zhang, Albert Bifet, Xiangliang Zhang, Jeremy C. Weiss, Wolfgang Nejdl. FARF: A Fair and Adaptive Random Forests Classifier. Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part II, Apr 2021, Virtual, Singapore. pp.245--256, ⟨10.1007/978-3-030-75765-6_20⟩. ⟨hal-04468424⟩
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https://arxiv.org/pdf/2108.07403 BibTex
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Giacomo Ziffer, Alessio Bernardo, Emanuele Della Valle, Albert Bifet. Kalman Filtering for Learning with Evolving Data Streams. 2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021, Dec 2021, Orlando (Floride, Etats-Unis) Virtuel, United States. pp.5337--5346, ⟨10.1109/BIGDATA52589.2021.9671365⟩. ⟨hal-04468418⟩
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2020

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Antoine Amarilli, İsmail İlkan Ceylan. A Dichotomy for Homomorphism-Closed Queries on Probabilistic Graphs. ICDT, Mar 2020, Copenhagen, Denmark. ⟨10.4230/LIPIcs.ICDT.2020.5⟩. ⟨hal-02941907⟩
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https://arxiv.org/pdf/1910.02048 BibTex
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Naheed Anjum Arafat, Debabrota Basu, Laurent Decreusefond, Stéphane Bressan. Construction and Random Generation of Hypergraphs with Prescribed Degree and Dimension Sequences. DEXA, 2020, Bratislava, Slovenia. ⟨hal-02541206⟩
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Maroua Bahri, Bruno Veloso, Albert Bifet, João Gama. AutoML for Stream k-Nearest Neighbors Classification. 2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020, Dec 2020, Atlanta, United States. pp.597--602, ⟨10.1109/BIGDATA50022.2020.9378396⟩. ⟨hal-04468436⟩
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Maroua Bahri, Bernhard Pfahringer, Albert Bifet, Silviu Maniu. Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams. IDA 2020 - 18th International Symposium on Intelligent Data Analysis, Apr 2020, Konstanz / Virtual, Germany. pp.40-53, ⟨10.1007/978-3-030-44584-3_4⟩. ⟨hal-03190032⟩
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Maroua Bahri, Silviu Maniu, Albert Bifet, Rodrigo Fernandes de Mello, Nikolaos Tziortziotis. Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams. ECAI 2020 - 24th European Conference on Artificial Intelligence, Aug 2020, Santiago de Compostella / Virtual, Spain. ⟨hal-03189997⟩
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Maroua Bahri, Heitor Murilo Gomes, Albert Bifet, Silviu Maniu. CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification. IJCNN 2020 - International Joint Conference on Neural Networks, Jul 2020, Glasgow / Virtual, United Kingdom. pp.1-8, ⟨10.1109/IJCNN48605.2020.9207188⟩. ⟨hal-03189967⟩
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Michael Benedikt, Pierre Bourhis, Louis Jachiet, Efthymia Tsamoura. Balancing expressiveness and inexpressiveness in view design. KR 2020 - 17th International Conference on Principles of Knowledge Representation and Reasoning, Sep 2020, Rhodes, Greece. pp.109--118, ⟨10.24963/kr.2020/12⟩. ⟨hal-02964692⟩
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https://arxiv.org/pdf/2006.00875 BibTex
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Alessio Bernardo, Emanuele Della Valle, Albert Bifet. Incremental Rebalancing Learning on Evolving Data Streams. 20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020, Nov 2020, Sorrento, Italy. pp.844--850, ⟨10.1109/ICDMW51313.2020.00121⟩. ⟨hal-04468441⟩
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Alessio Bernardo, Heitor Murilo Gomes, Jacob Montiel, Bernhard Pfahringer, Albert Bifet, et al.. C-SMOTE: Continuous Synthetic Minority Oversampling for Evolving Data Streams. 2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020, Dec 2020, Atlanta, United States. pp.483--492, ⟨10.1109/BIGDATA50022.2020.9377768⟩. ⟨hal-04468435⟩
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Albert Bifet, Viktor Losing, Barbara Hammer, Heiko Wersing. Randomizing the Self-Adjusting Memory for Enhanced Handling of Concept Drift. 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, Jul 2020, Glasgow, United Kingdom. pp.1--8, ⟨10.1109/IJCNN48605.2020.9207583⟩. ⟨hal-04468445⟩
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Dihia Boulegane, Albert Bifet, Haytham Elghazel, Giyyarpuram Madhusudan. Streaming Time Series Forecasting using Multi-Target Regression with Dynamic Ensemble Selection. 2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020, Dec 2020, Atlanta, United States. pp.2170--2179, ⟨10.1109/BIGDATA50022.2020.9378264⟩. ⟨hal-04468437⟩
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Matthias Carnein, Heike Trautmann, Albert Bifet, Bernhard Pfahringer. confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms. Learning and Intelligent Optimization - 14th International Conference, LION 14, Athens, Greece, May 24-28, 2020, Revised Selected Papers, Apr 2020, Athens, Greece. pp.80--95, ⟨10.1007/978-3-030-53552-0_10⟩. ⟨hal-04468447⟩
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Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger. Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching. 2020 IEEE22nd International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2020, Yanuca Island, Cuvu, Fiji, December 14-16, 2020, Dec 2020, Fiji, Japan. pp.138--146, ⟨10.1109/HPCC-SMARTCITY-DSS50907.2020.00018⟩. ⟨hal-04468440⟩
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Vítor Cerqueira, Heitor Murilo Gomes, Albert Bifet. Unsupervised Concept Drift Detection Using a Student-Teacher Approach. Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, Oct 2020, thessa, Greece. pp.190--204, ⟨10.1007/978-3-030-61527-7_13⟩. ⟨hal-04468439⟩
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Nathan de Lara, Thomas Bonald. SPECTRAL EMBEDDING OF REGULARIZED BLOCK MODELS. ICLR, 2020, Addis Abeba, Ethiopia. ⟨hal-02420827⟩
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Heitor Murilo Gomes, Jacob Montiel, Saulo Martiello Mastelini, Bernhard Pfahringer, Albert Bifet. On Ensemble Techniques for Data Stream Regression. 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, Jul 2020, Glasgow, United Kingdom. pp.1--8, ⟨10.1109/IJCNN48605.2020.9206756⟩. ⟨hal-04468443⟩
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Maciej Grzenda, Heitor Murilo Gomes, Albert Bifet. Performance measures for evolving predictions under delayed labelling classification. 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, Jul 2020, Glasgow, United Kingdom. pp.1--8, ⟨10.1109/IJCNN48605.2020.9207256⟩. ⟨hal-04468444⟩
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Etienne Houze, Ada Diaconescu, Jean-Louis Dessalles, David Menga, Mathieu Schumann. A Decentralized Approach to Explanatory Artificial Intelligence for Autonomic Systems. 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), Aug 2020, Washington, France. pp.115-120, ⟨10.1109/ACSOS-C51401.2020.00041⟩. ⟨hal-02963566⟩
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Louis Jachiet, Pierre Genevès, Nils Gesbert, Nabil Layaïda. On the Optimization of Recursive Relational Queries: Application to Graph Queries. SIGMOD 2020 - ACM International Conference on Management of Data, Jun 2020, Portland, United States. pp.1-23, ⟨10.1145/3318464.3380567⟩. ⟨hal-01673025v6⟩
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https://inria.hal.science/hal-01673025/file/mura-sigmod20.pdf BibTex
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Jonathan Lajus, Luis Galárraga, Fabian Suchanek. Fast and Exact Rule Mining with AMIE 3. ESWC 2020 - 17th International Semantic Web Conference, May 2020, Virtual Event, Greece. pp.36-52, ⟨10.1007/978-3-030-49461-2_3⟩. ⟨hal-03084606⟩
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https://inria.hal.science/hal-03084606/file/amie3.pdf BibTex
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Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, et al.. Adaptive XGBoost for Evolving Data Streams. 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, Jul 2020, Glasgow, United Kingdom. pp.1--8, ⟨10.1109/IJCNN48605.2020.9207555⟩. ⟨hal-04468446⟩
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https://arxiv.org/pdf/2005.07353 BibTex
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Ridha Nasri, Jalal Rachad, Laurent Decreusefond. Dynamic-TDD Interference Tractability Approaches and Performance Analysis in Macro-Cell and Small-Cell Deployments. VTC spring 2020, May 2020, Antwerp, Belgium. ⟨hal-02289230⟩
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Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet. Challenges of Stream Learning for Predictive Maintenance in the Railway Sector. IoT Streams 2020 for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning - Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers, Sep 2020, Ghent, Belgium. pp.14--29, ⟨10.1007/978-3-030-66770-2\_2⟩. ⟨hal-04468448⟩
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Thomas Pellissier Tanon, Gerhard Weikum, Fabian Suchanek. YAGO 4: A Reason-able Knowledge Base. European Semantic Web Conference, May 2020, virtual, Greece. pp.583--596, ⟨10.1007/978-3-030-49461-2_34⟩. ⟨hal-03108570⟩
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https://imt.hal.science/hal-03108570/file/eswc-2020-yago.pdf BibTex
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Edouard Pineau, Sébastien Razakarivony, Thomas Bonald. Time Series Source Separation with Slow Flows. ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models, 2020, (On line ), France. ⟨hal-02959282⟩
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https://hal.science/hal-02959282/file/SlowFlows_ICML_workshop.pdf BibTex
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Julien Romero, Simon Razniewski. Inside Quasimodo: Exploring Construction and Usage of Commonsense Knowledge. CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Oct 2020, Virtual Event Ireland, France. pp.3445-3448, ⟨10.1145/3340531.3417416⟩. ⟨hal-03537535⟩
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https://hal.science/hal-03537535/file/demo_quasimodo.pdf BibTex
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Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian Suchanek. Computing and Illustrating Query Rewritings on Path Views with Binding Patterns. International conference on information and knowledge management (CIKM), 2020, virtual, France. ⟨10.1145/3340531.3417431⟩. ⟨hal-03108517⟩
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https://imt.hal.science/hal-03108517/file/cikm-2020-demo.pdf BibTex
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Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian M. Suchanek. Equivalent Rewritings on Path Views with Binding Patterns. 17th Extended Semantic Web Conference, ESWC 2020, Mar 2020, Online, France. pp.446-462, ⟨10.1007/978-3-030-49461-2_26⟩. ⟨hal-02876611⟩
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https://hal.science/hal-02876611/file/2003.07316.pdf BibTex
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Flavia Salutari, Diego Da Hora, Matteo Varvello, Renata Teixeira, Vassilis Christophides, et al.. Implications of the Multi-Modality of User Perceived Page Load Time. MedComNet 2020 - 18th Mediterranean Communication and Computer Networking Conference, Jun 2020, Arona, Italy. pp.1-8, ⟨10.1109/MedComNet49392.2020.9191615⟩. ⟨hal-03144918⟩
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João Vinagre, Alípio Mário Jorge, Marie Al-Ghossein, Albert Bifet. ORSUM 2020- Workshop on Online Recommender Systems and User Modeling. RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020, Sep 2020, Virtual, Brazil. pp.619--620, ⟨10.1145/3383313.3411531⟩. ⟨hal-04468449⟩
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Wenbin Zhang, Albert Bifet. FEAT: A Fairness-Enhancing and Concept-Adapting Decision Tree Classifier. Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, Oct 2020, Tessalonique, Grèce, Greece. pp.175--189, ⟨10.1007/978-3-030-61527-7_12⟩. ⟨hal-04468438⟩
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Giacomo Ziffer, Alessio Bernardo, Emanuele Della Valle, Albert Bifet. Fast Incremental Na\"ıve Bayes with Kalman Filtering. 20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020, Nov 2020, Sorrento, Italy. pp.883--889, ⟨10.1109/ICDMW51313.2020.00126⟩. ⟨hal-04468442⟩
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2019

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Ashref Aloui, Mounira Msahli, Talel Abdessalem, Sihem Mesnager, Stéphane Bressan. Privacy as a Service: Anonymisation of NetFlow Traces. 16th International Conference on e-Business Engineerin,(ICEBE 2019), Oct 2019, Shanghai, China. ⟨hal-03035791⟩
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Antoine Amarilli, Pierre Bourhis, Stefan Mengel, Matthias Niewerth. Enumeration on Trees with Tractable Combined Complexity and Efficient Updates. PODS, Jun 2019, Amsterdam, France. pp.89-103, ⟨10.1145/3294052.3319702⟩. ⟨hal-02326243⟩
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https://arxiv.org/pdf/1812.09519 BibTex
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Antoine Amarilli, Pierre Bourhis, Stefan Mengel, Matthias Niewerth. Constant-Delay Enumeration for Nondeterministic Document Spanners. ICDT, Mar 2019, Lisbon, Portugal. ⟨10.4230/LIPIcs.ICDT.2019.22⟩. ⟨hal-02338344⟩
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https://arxiv.org/pdf/1807.09320 BibTex
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Debabrota Basu, Pierre Senellart, Stéphane Bressan. BelMan: An Information-Geometric Approach to Stochastic Bandits. ECML/PKDD - The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2019, Würzburg, Germany. ⟨hal-02195539⟩
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https://inria.hal.science/hal-02195539/file/main.pdf BibTex
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Luis Eduardo Boiko Ferreira, Heitor Murilo Gomes, Albert Bifet, Luiz F.L. Oliveira. Adaptive Random Forests with Resampling for Imbalanced data Streams. 2019 International Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, France. pp.1-6, ⟨10.1109/IJCNN.2019.8852027⟩. ⟨hal-02339524⟩
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Dihia Boulegane, Nedeljko Radulovic, Albert Bifet, Ghislain Fievet, Jimin Sohn, et al.. Real-Time Machine Learning Competition on Data Streams at the IEEE Big Data 2019. 2019 IEEE International Conference on Big Data (Big Data), Dec 2019, Los Angeles, United States. pp.3493-3497, ⟨10.1109/BigData47090.2019.9006357⟩. ⟨hal-03860649⟩
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Camille Bourgaux, Ana Ozaki. Querying Attributed DL-Lite Ontologies Using Provenance Semirings. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Jan 2019, Honolulu, United States. ⟨hal-02109645⟩
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T-H Hubert Chan, Mauro Sozio, Bintao Sun. Distributed Approximate k-Core Decomposition and Min-Max Edge Orientation: Breaking the Diameter Barrier. : 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2019, Rio de Janeiro, Brazil. ⟨10.1109/IPDPS.2019.00044⟩. ⟨hal-02315485⟩
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Bertrand Charpentier, Thomas Bonald. Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering. IJCAI, 2019, Macao, China. ⟨hal-02350879⟩
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Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet. Metropolis-Hastings Algorithms for Estimating Betweenness Centrality Talel Abdessalem. 22nd International Conference on Extending Database Technology EDBT 2019, Mar 2019, Lisbon, Portugal. ⟨10.5441/002/edbt.2019.87⟩. ⟨hal-02339557⟩
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https://telecom-paris.hal.science/hal-02339557/file/EDBT19_paper_320.pdf BibTex
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Heitor Murilo Gomes, Jesse Read, Albert Bifet. Streaming Random Patches for Evolving Data Stream Classification. 2019 IEEE International Conference on Data Mining (ICDM), Nov 2019, Beijing, China. pp.240-249, ⟨10.1109/ICDM.2019.00034⟩. ⟨hal-04459059⟩
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Mostafa Haghir Haghir Chehreghani, Albert Bifet, Talel Abdessalem. Adaptive Algorithms for Estimating Betweenness and k -path Centralities. the 28th ACM International Conference, Nov 2019, Beijing, France. pp.1231-1240, ⟨10.1145/3357384.3358064⟩. ⟨hal-02460402⟩
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Kefi Hajer, Nanthaamornphong Aziz, Bressan Stéphane, Talel Abdessalem. Determinants of Social Networking Usage and Regret in Two Cultural Settings: France and Thailand. AMERICAS CONFERENCE ON INFORMATION SYSTEMS (AMCIS), Aug 2019, Cancun, Mexico. ⟨hal-04568276⟩
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https://telecom-paris.hal.science/hal-04568276/file/AMCIS2019_Regret_Fr_Th_carmeraready.pdf BibTex
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Silviu Maniu, Pierre Senellart, Suraj Jog. An Experimental Study of the Treewidth of Real-World Graph Data. ICDT 2019 – 22nd International Conference on Database Theory, Mar 2019, Lisbon, Portugal. pp.18, ⟨10.4230/LIPIcs.ICDT.2019.12⟩. ⟨hal-02087763⟩
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https://inria.hal.science/hal-02087763/file/LIPIcs-ICDT-2019-12.pdf BibTex
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Thomas Pellissier Tanon, Fabian M. Suchanek. Querying the Edit History of Wikidata. Extended Semantic Web Conference, Jun 2019, Portorož, Slovenia. pp.161-166, ⟨10.1007/978-3-030-32327-1_32⟩. ⟨hal-02096356⟩
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https://telecom-paris.hal.science/hal-02096356/file/2019-ESWC-wikidatahistory.pdf BibTex
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Edouard Pineau, Sebastien Razakarivony, Thomas Bonald. Seq2VAR: multivariate time series representation with relational neural networks and linear autoregressive model. AALTD workshop, ECML/PKDD : 4th Workshop on Advanced Analytics and Learning on Temporal Data, 2019, Wurzburg, Germany. ⟨hal-02293239⟩
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https://telecom-paris.hal.science/hal-02293239/file/AALTD_19.pdf BibTex
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Marius Pol, Jean-Louis Dessalles, Ada Diaconescu. Explanatory AI for Pertinent Communication in Autonomic Systems. Intelligent Systems and Applications - Proceedings of the 2019 Intelligent Systems Conference, IntelliSys 2019, Sep 2019, Londres, United Kingdom. pp.212-227, ⟨10.1007/978-3-030-29516-5_16⟩. ⟨hal-02449644⟩
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Jalal Rachad, Ridha Nasri, Laurent Decreusefond. A 3D Beamforming Scheme Based on The Spatial Distribution of User Locations. IEEE PIMRC 2019, 2019, Istanbul, Turkey. ⟨hal-02164428⟩
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https://telecom-paris.hal.science/hal-02164428/file/conf%205G%20beamforming.pdf BibTex
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Julien Romero, Simon Razniewski, Koninika Pal, Jeff Pan, Archit Sakhadeo, et al.. Commonsense Properties from Query Logs and Question Answering Forums. 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), ACM, Nov 2019, Pékin, China. ⟨10.1145/3357384.3357955⟩. ⟨hal-02158602v2⟩
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Pierre Senellart. Provenance in Databases: Principles and Applications. RW 2019 : Reasoning Web Summer School, Sep 2019, Bolzano, Italy. pp.104-109, ⟨10.1007/978-3-030-31423-1_3⟩. ⟨hal-02293688v2⟩
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Andy Shih, Guy van Den Broeck, Paul Beame, Antoine Amarilli. Smoothing Structured Decomposable Circuits. NeurIPS 2019, Dec 2019, Vancouver, Canada. ⟨hal-02338336⟩
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https://arxiv.org/pdf/1906.00311 BibTex
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Arnaud Soulet, Fabian Suchanek. Anytime Large-Scale Analytics of Linked Open Data. ISWC, 2019, Auckland, New Zealand. ⟨hal-02302747⟩
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https://telecom-paris.hal.science/hal-02302747/file/iswc-2019.pdf BibTex
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Riccardo Tommasini, Robin Keskisärkkä, Jean-Paul Calbimonte, Eva Blomqvist, Emanuele Della Valle, et al.. Continuous Analytics of Web Streams. Companion The 2019 World Wide Web Conference, May 2019, San Francisco, United States. pp.1323-1325, ⟨10.1145/3308560.3320088⟩. ⟨hal-02339567⟩
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João Vinagre, Alípio Mário Jorge, Albert Bifet, Marie Al-Ghossein. ORSUM 2019 2nd workshop on online recommender systems and user modeling. the 13th ACM Conference, Sep 2019, Copenhagen, France. pp.562-563, ⟨10.1145/3298689.3347057⟩. ⟨hal-02339562⟩
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2018

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Talel Abdessalem, Claudia Bauzer Medeiros, Wojciech Cellary, Stéphane Gançarski, Khaled Jouini, et al.. The Database Version Approach: Overview and Future directions. 34ème Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA 2018), Oct 2018, Bucarest, Romania. ⟨hal-02191121⟩
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Marie Al-Ghossein, Talel Abdessalem, Anthony Barré. Exploiting Contextual and External Data for Hotel Recommendation. Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization (UMAP 2018), Jul 2018, Singapore, Singapore. pp.323-328, ⟨10.1145/3213586.3225245⟩. ⟨hal-02288050⟩
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Marie Al-Ghossein, Pierre-Alexandre Murena, Antoine Cornuéjols, Talel Abdessalem. Online Learning with Reoccurring Drifts: The Perspective of Case-Based Reasoning. Third Workshop on Synergies between CBR and Data Mining, ICCBR-2018, 2018, Stockholm, Sweden. ⟨hal-02412371⟩
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Marie Al-Ghossein, Talel Abdessalem, Anthony Barré. Dynamic Local Models for Online Recommendation. Companion of the The Web Conference 2018 on The Web Conference 2018 (WWW 2018), Apr 2018, Lyon, France. pp.1419-1423, ⟨10.1145/3184558.3191586⟩. ⟨hal-02288562⟩
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Marie Al-Ghossein, Pierre-Alexandre Murena, Talel Abdessalem, Anthony Barré, Antoine Cornuéjols. Adaptive collaborative topic modeling for online recommendation. 12th ACM Conference on Recommender Systems (RecSys 2018), Oct 2018, Vancouver, Canada. 9 p., ⟨10.1145/3240323.3240363⟩. ⟨hal-02736902⟩
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https://hal.inrae.fr/hal-02736902/file/2018-RecSys-adaptive-collaborative-topic.pdf BibTex
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Marie Al-Ghossein, Talel Abdessalem, Anthony Barré. Cross-Domain Recommendation in the Hotel Sector. Proceedings of the Workshop on Recommenders in Tourism, RecTour 2018, co-located with the 12th ACM Conference on Recommender Systems (RecSys 2018), Oct 2018, Vancouver, Canada. pp.1-6. ⟨hal-02288052⟩
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Antoine Amarilli, Michael Benedikt. When Can We Answer Queries Using Result-Bounded Data Interfaces?. PODS 2018, Jun 2018, Houston, United States. ⟨hal-02079064⟩
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https://arxiv.org/pdf/1706.07936 BibTex
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Antoine Amarilli, Charles Paperman. Topological Sorting with Regular Constraints. ICALP 2018 - 45th International Colloquium on Automata, Languages, and Programming, Jul 2018, Prague, Czech Republic. pp.115:1--115:14. ⟨hal-01950909⟩
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https://hal.science/hal-01950909/file/1707.04310.pdf BibTex
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Maroua Bahri, Silviu Maniu, Albert Bifet. A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams. 2018 IEEE International Conference on Big Data (Big Data), Dec 2018, Seattle, United States. pp.604-613, ⟨10.1109/BigData.2018.8622178⟩. ⟨hal-04507533⟩
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https://hal.science/hal-04507533/file/bahri2018sketch.pdf BibTex
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Oana Balalau, Carlos Castillo, Mauro Sozio. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. THE 12TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-18), 2018, Stanford, United States. ⟨hal-02315505⟩
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https://hal.science/hal-02315505/file/balalau.pdf BibTex
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Albert Bifet, Jesse Read. Ubiquitous Artificial Intelligence and Dynamic Data Streams. DEBS, 2018, Hamilton, New Zealand. pp.1-6. ⟨hal-02412375⟩
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T-H. Hubert Chan, Arnaud Guerqin, Mauro Sozio. Fully Dynamic k -Center Clustering. 2018 World Wide Web Conference, Apr 2018, Lyon, France. pp.579-587, ⟨10.1145/3178876.3186124⟩. ⟨hal-02315471⟩
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https://hal.science/hal-02315471/file/p579-chan.pdf BibTex
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Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. DyBED: An Efficient Algorithm for Updating Betweenness Centrality in Directed Dynamic Graphs. IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, 2018, Seattle, United States. pp.2114-2123. ⟨hal-02412410⟩
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Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. PAKDD (3) 2018 : Advances in Knowledge Discovery and Data Mining: Pacific-Asia Conference on Knowledge Discovery and Data Mining, Jun 2018, Melbourne, Australia. pp.752-764, ⟨10.1007/978-3-319-93040-4_59⟩. ⟨hal-02412377⟩
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Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. An In-depth Comparison of Group Betweenness Centrality Estimation Algorithms. IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, 2018, Seattle, United States. pp.2104-2113. ⟨hal-02412409⟩
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Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan. Tuple Reconstruction. DASFAA 2018 International Workshops: BDMS, BDQM, GDMA, and SeCoP, May 2018, Gold Coast, QLD, Australia. pp.239-254, ⟨10.1007/978-3-319-91455-8\_21⟩. ⟨hal-02288053⟩
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Heitor Murilo Gomes, Jean Paul Barddal, Luis Eduardo Boiko Ferreira, Albert Bifet. Adaptive random forests for data stream regression. 26th European Symposium on Artificial Neural Networks, ESANN 2018, Bruges, Belgium, April 25-27, 2018, 2018, Bruges, Belgium. ⟨hal-02412400⟩
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Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem. Scalable Model-Based Cascaded Imputation of Missing Data. PAKDD (3), 2018, Melbourne, Australia. pp.64-76. ⟨hal-02412376⟩
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Jacob Montiel, Albert Bifet, Viktor Losing, Jesse Read, Talel Abdessalem. Learning Fast and Slow: A Unified Batch/Stream Framework. 2018 IEEE International Conference on Big Data (Big Data), Dec 2018, Seattle, United States. pp.1065-1072, ⟨10.1109/BigData.2018.8622222⟩. ⟨hal-04492547⟩
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Pierre-Alexandre Murena, Marie Al-Ghossein, Talel Abdessalem, Antoine Cornuéjols. Adaptive Window Strategy for Topic Modeling in Document Streams. International Joint Conference on Neural Networks, 2018, Rio de Janeiro, Brazil. ⟨hal-02412370⟩
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Pierre-Alexandre Murena, Antoine Cornuéjols, Jean-Louis Dessalles. Opening the parallelogram: Considerations on non-Euclidean analogies. International Conference on Case-Based Reasoning (ICCBR 2018), Jul 2018, Stockholm, Sweden. ⟨hal-02287927⟩
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Thomas Pellissier Tanon, Marcos Dias de Assuncao, Eddy Caron, Fabian M. Suchanek. Demoing Platypus – A Multilingual Question Answering Platform for Wikidata. ESWC 2018: The Semantic Web: ESWC 2018 Satellite Events, Jun 2018, Heracklion, Greece. pp.111-116, ⟨10.1007/978-3-319-98192-5_21⟩. ⟨hal-01824972⟩
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https://hal.science/hal-01824972/file/2018-ESWC-platypus.pdf BibTex
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Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti. Finding events in temporal networks: Segmentation meets densest-subgraph discovery. 2018 IEEE International Conference on Data Mining (ICDM), 2018, Singapour, Singapore. ⟨10.1109/ICDM.2018.00055⟩. ⟨hal-02315513⟩
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Ngurah Agus Sanjaya, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan. Harnessing Truth Discovery Algorithms On The Topic Labelling Problem. the 20th International Conference, Nov 2018, Yogyakarta, Indonesia. pp.8-14. ⟨hal-02049931⟩
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Ngurah Agus Sanjaya, Jesse Read, Talel Abdessalem, Stéphane Bressan. Set Labelling using Multi-label Classification. the 20th International Conference, Nov 2018, Yogyakarta, Indonesia. pp.216-220. ⟨hal-02044886⟩
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Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles. Computing Contrast on Conceptual Spaces. International Workshop on Artificial Intelligence and Cognition, 2018, Palermo, Italy. pp.11-25. ⟨hal-02288536⟩
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Giovanni Sileno, Jean-Louis Dessalles. Qualifying Causes as Pertinent. 40th Annual Conference of the Cognitive Science Society, Jul 2018, Madison, WI, United States. pp.2488-2493. ⟨hal-02287948⟩
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2017

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Antoine Amarilli, Yael Amsterdamer, Tova Milo, Pierre Senellart. Top-k Queries on Unknown Values under Order Constraints. ICDT 2017, Mar 2017, Venice, Italy. ⟨hal-02287482⟩
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Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan. Truthfulness of Candidates in Set of t-uples Expansion. Proc. of the 28th International Conference on Database and Expert Systems Applications (DEXA 2017), Aug 2017, Lyon, France. pp.314-323, ⟨10.1007/978-3-319-64468-4_24⟩. ⟨hal-01699982⟩
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Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke. Un Modèle de Factorisation de Poisson pour la Recommandation de Points d'Intérêt. 17ème Journées Francophones Extraction et Gestion des Connaissances (EGC 2017), Jan 2017, Grenoble, France. pp.411-416. ⟨hal-01699997⟩
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Qing Liu, Debabrota Basu, Shruti Goel, Talel Abdessalem, Stéphane Bressan. How to Find the Best Rated Items on a Likert Scale and How Many Ratings Are Enough. Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II, 2017, Lyon, France. pp.351-359, ⟨10.1007/978-3-319-64471-4_28⟩. ⟨hal-02412320⟩
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Tsuyoshi Murata, Takahiko Sugihara, Talel Abdessalem. Community Detection in Signed Networks Based on Extended Signed Modularity. Proceedings of the 8th Conference on Complex Networks CompleNet 2017, Mar 2017, Dubrovnik, Croatia. ⟨10.1007/978-3-319-54241-6_6⟩. ⟨hal-01700008⟩
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Pierre-Alexandre Murena, Jérémie Sublime, Basarab Matei, Antoine Cornuéjols. Collaborative clustering based on Algorithmic Information Theory. CAp ( Conférence sur l'Apprentissage Automatique ) 2017, Jun 2017, Grenoble, France. ⟨hal-04080050⟩
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Pierre-Alexandre Murena, Jean-Louis Dessalles, Antoine Cornuéjols. A complexity based approach for solving Hofstadter's analogies. International Conference on Case-Based Reasoning (ICCBR 2017), Jul 2017, Trondheim, Northern Mariana Islands. pp.53-62. ⟨hal-02287592⟩
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Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles. Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. 40th German Conference on Artificial Intelligence, 2017, Dortmund, Germany. pp.262-275. ⟨hal-02288501⟩
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Giovanni Sileno, Antoine Saillenfest, Jean-Louis Dessalles. A computational model of moral and legal responsibility via simplicity theory. 30th international conference on Legal Knowledge and Information Systems (JURIX 2017), Dec 2017, Luxembourg, Luxembourg. pp.171-176, ⟨10.3233/978-1-61499-838-9-171⟩. ⟨hal-02287729⟩
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Jérémie Sublime, Basarab Matei, Pierre-Alexandre Murena. Analysis of the influence of diversity in collaborative and multi-view clustering. IJCNN-2017 (Int. Joint Conf. on Neural Networks), May 2017, Anchorage, United States. ⟨hal-02287911⟩
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2016

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Antoine Amarilli, Pierre Bourhis, Pierre Senellart. Tractable Lineages on Treelike Instances: Limits and Extensions. PODS (Principles of Database Systems), Jun 2016, San Francisco, United States. pp.355-370. ⟨hal-01336514⟩
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Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng. Trajectory simulation in communities of commuters. International Conference on Advanced Computer Science and Information Systems (ICACSIS), Oct 2016, Malang, Indonesia. pp.39-42. ⟨hal-02412323⟩
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Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng. Detecting Communities of Commuters: Graph Based Techniques Versus Generative Models. On the Move to Meaningful Internet Systems (OTM-CoopIS 2016), Oct 2016, Rhodes, Greece. pp.485-502, ⟨10.1007/978-3-319-48472-3_29⟩. ⟨hal-01700181⟩
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Ngurah Agus Sanjaya Er, Talel Abdessalem, Stéphane Bressan. Set of t-uples expansion by example. Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services (iiWAS 2016), Nov 2016, Singapore, Singapore. pp.221-230, ⟨10.1145/3011141.3011144⟩. ⟨hal-01700011⟩
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Hajer Kefi, Sitesh Indra, Talel Abdessalem. Social Media Marketing Analytics: a Multicultural Approach Applied to the Beauty \& cosmetics Sector. 20th Pacific Asia Conference on Information Systems (PACIS 2016), Jun 2016, Chiayi, Taiwan. pp.176. ⟨hal-01700190⟩
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Qing Liu, Debabrota Basu, Talel Abdessalem, Stéphane Bressan. Top-k Queries Over Uncertain Scores. On the Move to Meaningful Internet Systems (OTM-CoopIS 2016), Oct 2016, Rhodes, Greece. pp.245-262, ⟨10.1007/978-3-319-48472-3_14⟩. ⟨hal-01700174⟩
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Letsios Matthaios, Oana D. Balalau, Maximilien Danisch, Emmanuel Orsini, Mauro Sozio. Finding Heaviest k-Subgraphs and Events in Social Media. ICDM Workshop, Feb 2016, Barcelona, Spain. ⟨hal-02412324⟩
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Antoine Saillenfest, Jean-Louis Dessalles, Olivier Auber. Role of simplicity in creative behaviour: The case of the poietic generator. International Conference on Computational Creativity, Jun 2016, Paris, France. ⟨hal-02287340⟩
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2015

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Antoine Amarilli, Pierre Bourhis, Pierre Senellart. Circuits de provenance pour les arbres et les instances quasi-arborescentes. BDA, Sep 2015, Porquerolles, France. ⟨hal-02287157⟩
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Antoine Amarilli, Michael Benedikt. Combining Existential Rules and Description Logics. IJCAI 2015, Jul 2015, Buenos Aires, Argentina. pp.2691-2697. ⟨hal-01190601⟩
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Antoine Amarilli, Michael Benedikt. Finite Open-World Query Answering with Number Restrictions. LICS 2015, Jul 2015, Kyoto, Japan. pp.305-316. ⟨hal-01190580⟩
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Antoine Amarilli. Structurally Tractable Uncertain Data. SIGMOD/PODS Ph.D. Symposium, Jun 2015, Melbourne, Australia. pp.39-44. ⟨hal-01190610⟩
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Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart. Requêtes sur des données à ordre incomplet. BDA, Sep 2015, Porquerolles, France. ⟨hal-02288441⟩
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Antoine Amarilli, Pierre Bourhis, Pierre Senellart. Provenance Circuits for Trees and Treelike Instances. ICALP 2015, Jun 2015, Kyoto, Japan. pp.56-68. ⟨hal-01178399⟩
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Mouhamadou Lamine Ba, Roxana Horincar, Pierre Senellart, Huayu Wu. Truth Finding with Attribute Partitioning. WebDB, May 2015, Melbourne, Australia. pp.27-33. ⟨hal-01178403⟩
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Debabrota Basu, Qian Lin, Weidong Chen, Hoang Tam Vo, Zihong Yuan, et al.. Cost-Model Oblivious Database Tuning with Reinforcement Learning. DEXA, Sep 2015, Valencia, Spain. pp.253-268. ⟨hal-01261945⟩
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Debabrota Basu, Qian Lin, Zihong Yuan, Pierre Senellart, Stéphane Bressan. Apprentissage par renforcement pour optimiser les bases de donnéees indépendamment du modèle de coût. BDA, Sep 2015, Porquerolles, France. ⟨hal-02287156⟩
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Muhammad Faheem, Pierre Senellart. Adaptive Web Crawling through Structure-Based Link Classification. ICADL (International Conference on Asian Digital Libraries), Dec 2015, Seoul, South Korea. pp.39-51. ⟨hal-01261960⟩
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Luis Galárraga, Danai Symeonidou, Jean-Claude Jc Moissinac. Rule Mining for Semantifying Wikilink. LODW 2015, May 2015, Florence, Italy. ⟨hal-02412475⟩
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Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart. Online Influence Maximization. KDD, Aug 2015, Sydney, Australia. pp.645-654. ⟨hal-02287155⟩
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Changping Meng, Reynold Cheng, Silviu Maniu, Pierre Senellart, Wangda Zhang. Discovering Meta-Paths in Large Heterogeneous Information Networks. WWW, May 2015, Florence, Italy. ⟨hal-01178401⟩
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David Montoya, Serge Abiteboul, Pierre Senellart. Hup-Me: Inferring and Reconciling a Timeline of User Activity with Smartphone and Personal Data. SIGSPATIAL (Special Interest Group on Spatial Information), Nov 2015, Seattle, United States. ⟨hal-01261964⟩
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Marilena Oita, Pierre Senellart. FOREST: Focused Object Retrieval by Exploiting Significant Tag Paths. WebDB, May 2015, Melbourne, Australia. pp.55-61. ⟨hal-01178402⟩
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Michele Spina, D. Rossi, Mauro Sozio, Silviu Maniu, Bogdan Cautis. Snooping Wikipedia Vandals with MapReduce. IEEE ICC, Feb 2015, London, United Kingdom. ⟨hal-01279007⟩
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Aliaksandr Talaika, Joanna Biega, Antoine Amarilli, Fabian M. Suchanek. IBEX: Harvesting Entities from the Web Using Unique Identifiers. WebDB, May 2015, Melbourne, Australia. ⟨hal-01190629⟩
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2014

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Antoine Amarilli. The Possibility Problem for Probabilistic XML. Alberto Mendelzon International Workshop on Foundations of Data Management, Jun 2014, Carthagène des Indes, Colombia. ⟨hal-01190712⟩
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Antoine Amarilli, Yael Amsterdamer, Tova Milo. Uncertainty in Crowd Data Sourcing under Structural Constraints. UnCrowd, Apr 2014, Bali, Indonesia. pp.351-359. ⟨hal-01190716⟩
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Antoine Amarilli, Yael Amsterdamer, Tova Milo. On the Complexity of Mining Itemsets from the Crowd Using Taxonomies. ICDT (International Conference on Database Theory), Mar 2014, Athens, Greece. pp.15-25. ⟨hal-00986184⟩
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Antoine Amarilli, Luis Galárraga, Nicoleta Preda, Fabian M. Suchanek. Recent Topics of Research around the YAGO Knowledge Base. Asia-Pacific Web Conference (APWEB), Sep 2014, Changsha, China. pp.1-12. ⟨hal-01190642⟩
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Mouhamadou Lamine Ba, Sebastien Montenez, Talel Abdessalem, Pierre Senellart. Collecte, intégration et visualisation de données Web incertaines sur des objets mobiles. BDA (Bases de Données Avancées), Oct 2014, Autrans, France. ⟨hal-02265630⟩
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Mouhamadou Lamine Ba, Sebastien Montenez, Talel Abdessalem, Pierre Senellart. Monitoring moving objects using uncertain Web data. SIGSPATIAL (Special Interest Group on Spatial Information), Oct 2014, Dallas, United States. pp.4. ⟨hal-02288414⟩
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Mouhamadou Lamine Ba, Sebastien Montenez, Ruiming Tang, Talel Abdessalem. Integration of web sources under uncertainty and dependencies using probabilistic XML. UnCrowd, Apr 2014, Bali, Indonesia. ⟨hal-02265629⟩
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Jean-Louis Dessalles. The role of the human political singularity in the emergence of language. Int. Conf. on the Evolution of Language, Apr 2014, Vienne, Austria. pp.423-424. ⟨hal-02286934⟩
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Georges Gouriten, Silviu Maniu, Pierre Senellart. Scalable, Generic, and Adaptive Systems for Focused Crawling. HyperText, Sep 2014, Santiago, Chile. pp.35-45. ⟨hal-01069821⟩
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Modou Gueye, Talel Abdessalem, Hubert Naacke. A Social and Popularity-based Tag Recommender. SocialCom 2014 - The Seventh IEEE International Conference on Social Computing and Networking, Dec 2014, Sidney, Australia. pp.318-325, ⟨10.1109/BDCloud.2014.44⟩. ⟨hal-01113540⟩
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Silviu Maniu, Reynold Cheng, Pierre Senellart. ProbTree: A Query-Efficient Representation of Probabilistic Graphs. BUDA (Big Uncertain Data), Jun 2014, Snowbird, United States. ⟨hal-02288413⟩
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Ruiming Tang, Antoine Amarilli, Pierre Senellart, Stéphane Bressan. Get a Sample for a Discount: Sampling-Based XML Data Pricing. DEXA (Database and Expert Systems Applications), Sep 2014, Munich, Germany. pp.20-34. ⟨hal-01069820⟩
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2013

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Antoine Amarilli, Pierre Senellart. On the Connections between Relational and XML Probabilistic Data Models. BNCOD (British National Conference on Databases), Jul 2013, Oxford, United Kingdom. pp.121-134. ⟨hal-00874445⟩
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https://imt.hal.science/hal-00874445/file/article.pdf BibTex
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Yael Amsterdamer, Yael Grossman, Tova Milo, Pierre Senellart. Crowd Mining. SIGMOD (Special Interest Group on Management of Data), Jun 2013, New York, United States. pp.241-252. ⟨hal-00874443⟩
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Yael Amsterdamer, Yael Grossman, Tova Milo, Pierre Senellart. Crowd Miner: Mining association rules from the crowd. VLDB (Very Large Data Bases), Aug 2013, Riva del Garda, Italy. pp.241-252. ⟨hal-00874438⟩
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Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart. Uncertain Version Control in Open Collaborative Editing of Tree-Structured Documents. DocEng (Document Engineering), Sep 2013, Florence, Italy. pp.27-36. ⟨hal-00874437⟩
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Thomas Bonald, Ahlem Khlass, Salah El Ayoubi. Flow-Level Performance of Intra-site Coordination in Cellular Networks. WiOpt, May 2013, Tsukuba, Japan. pp.1-8. ⟨hal-00824999⟩
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https://imt.hal.science/hal-00824999/file/1569711955.pdf BibTex
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Pierre Delesques, Thomas Bonald, Gwillerm Froc, Philippe Ciblat, Cédric Ware. Analyse de performances d'un commutateur de bursts optiques à mémoire électronique partagée. Journées nationales d'optique guidée (JNOG), Jul 2013, Villetaneuse, France. ⟨hal-02412014⟩
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Jean-Louis Dessalles. Algorithmic probability and friends. Solomonoff 85th, Dec 2013, Berlin, Germany. pp.119-130, ⟨10.1007/978-3-642-44958-1_9⟩. ⟨hal-02288389⟩
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Muhammad Faheem, Pierre Senellart. Collecte intelligente et adaptative d'applications Web pour l'archivage du Web. BDA (Bases de Données Avancées), Oct 2013, Nantes, France. pp.1-19. ⟨hal-00952133⟩
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Muhammad Faheem, Pierre Senellart. Demonstrating Intelligent Crawling and Archiving of Web Applications. CIKM (Conference on Information and Knowledge Management), Oct 2013, San Francisco, United States. pp.2481-2483. ⟨hal-00952006⟩
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Muhammad Faheem, Pierre Senellart. Intelligent and Adaptive Crawling of Web Applications for Web Archiving. ICWE, Jul 2013, Aalborg, Denmark. pp.306-322. ⟨hal-00874444⟩
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Fatima Zohra Kaddour, Philippe Martins, Laurent Decreusefond, Emmanuelle Vivier, Lina Mroueh. Outage probability upper bound for multi-class QoS in the uplink of LTE networks. 2013 IEEE Global Communications Conference, GLOBECOM 2013, Atlanta, GA, USA, December 9-13, 2013, Mar 2013, Atlanta, United States. pp.4129-4134, ⟨10.1109/GLOCOM.2013.6831720⟩. ⟨hal-02288521⟩
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Vassilis Plachouras, Florent Carpentier, Julien Masanès, Thomas Risse, Pierre Senellart, et al.. An Architecture for Selective Web Harvesting: The Use Case of Heritrix. ARCOMEM, Sep 2013, Lisbon, Portugal. ⟨hal-02286815⟩
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Thomas Risse, Wim Peters, Pierre Senellart. Social and Semantic Driven Web Harvesting. Building Web Observatories, May 2013, Paris, France. ⟨hal-02286725⟩
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Pierre Senellart. Disseminate your Research: Style Does Matter. PIKM (PhD Students at CIKM), Nov 2013, San Francisco, United States. ⟨hal-02286816⟩
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Pierre Senellart. Probabilistic Models for Uncertain Data. SoICT (Symposium on Information and Communication Technology), Dec 2013, Da Nang, Vietnam. pp.10. ⟨hal-01069816⟩
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Asma Souihli, Pierre Senellart. Optimizing Approximations of DNF Query Lineage in Probabilistic XML. ICDE (International Conference on Data Engineering), Apr 2013, Brisbane, Australia. pp.721-732. ⟨hal-00874442⟩
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2012

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Imen Ben Dhia, Talel Abdessalem, Mauro Sozio. Primates: A Privacy Management System for Social Networks. ACM 21st Conference on Information and Knowledge Management CIKM 2012, Oct 2012, Maui, Hawaii, United States. pp.2746-2748. ⟨hal-02288339⟩
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Michael Benedikt, Pierre Bourhis, Pierre Senellart. Monadic Datalog Containment. ICALP (International Colloquium on Automata, Languages, and Programming), Jul 2012, Warwick, Royaume-Uni. pp.79-91. ⟨hal-00737942⟩
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Christophe Betoule, Thomas Bonald, Remi Clavier, D. Rossi, Giuseppe Rossini, et al.. Adaptive Probabilistic Flooding for Multi-path Routing. IFIP NTMS, May 2012, Istanbul, Turkey. pp.1-6. ⟨hal-00796397⟩
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https://imt.hal.science/hal-00796397/file/inproceedings-2012-13239-5.pdf BibTex
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Meghyn Bienvenu, Daniel Deutch, Davide Martinenghi, Pierre Senellart, Fabian M. Suchanek. Dealing with the Deep Web and all its Quirks. VLDS (Very Large Data Search), Aug 2012, Istanbul, Turkey. pp.21-24. ⟨hal-00745179⟩
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Muhammad Faheem. Intelligent Crawling of Web Applications for Web Archiving. WWW, Apr 2012, Lyon, France. pp.127-131. ⟨hal-00952017⟩
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https://imt.hal.science/hal-00952017/file/inproceedings-2012-14477-1.pdf BibTex
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Georges Gouriten, Pierre Senellart. API Blender: A Uniform Interface to Social Platform APIs. WWW (World Wide Web), Apr 2012, Lyon, France. ⟨hal-00690621⟩
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Marilena Oita, Antoine Amarilli, Pierre Senellart. Cross-Fertilizing Deep Web Analysis and Ontology Enrichment. VLDS (Very Large Data Search), Aug 2012, Istanbul, Turkey. pp.21-24. ⟨hal-00737941⟩
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Thomas Risse, Stefan Dietze, Wim Peters, Katerina Doka, Yannis Stavrakas, et al.. Exploiting the Social and Semantic Web for guided Web Archiving. TPDL (Theory and Practices of Digital Libraries), Sep 2012, Paphos, Greece. pp.426-432. ⟨hal-00737945⟩
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Asma Souihli, Pierre Senellart. Demonstrating ProApproX 2.0: A Predictive Query Engine for Probabilistic XML. CIKM (Conference on Information and Knowledge Management), Oct 2012, Maui, United States. pp.2734-2736. ⟨hal-00874440⟩
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Asma Souihli, Pierre Senellart. Optimisation des approximations de probabilité des requêtes en XML probabiliste. BDA (Bases de Données Avancées), Oct 2012, Clermont-Ferrand, France. pp.20. ⟨hal-00745178⟩
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Thanh-Tung Vu, Laurent Decreusefond, Philippe Martins. An analytic model for evaluating outage and handover probability of cellular wireless networks. WPMC 2012, Sep 2012, Taipei, Taiwan. pp.643-647. ⟨hal-02286324⟩
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2011

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Thomas Bonald, Jean-Paul Haddad, Ravi Mazumdar. Congestion in large balanced multirate links. ITC 23, Nov 2011, San Fransisco, United States. pp.182-189. ⟨hal-00781198v2⟩
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2010

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Talel Abdessalem, Bogdan Cautis, Nora Derouiche. ObjectRunner: Lightweight, Targeted Extraction and Querying of Structured Web Data. 26-èmes journées Bases de Données Avancées (BDA'10), Oct 2010, Toulouse, France. ⟨hal-02286662⟩
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Book sections

2022

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Rokia Missaoui, Abir Messaoudi, Mohamed Hamza Ibrahim, Talel Abdessalem. Detecting Communities in Complex Networks Using Formal Concept Analysis. Advances in Knowledge Discovery and Management, 1004, Springer International Publishing, pp.77-105, 2022, Studies in Computational Intelligence, 978-3-030-90287-2. ⟨10.1007/978-3-030-90287-2_5⟩. ⟨hal-04568251⟩
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Giovanni Sileno, Jean-Louis Dessalles. Unexpectedness and Bayes’ Rule. Software Engineering and Formal Methods. SEFM 2021 Collocated Workshops, 13230, Springer International Publishing, pp.107-116, 2022, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-12429-7_8⟩. ⟨hal-03813979⟩
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2021

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Jean-Louis Dessalles. Un robot capable de calculer sa responsabilité sera-t-il responsable de ses actes?. Humain non-Humain - Repenser l'intériorité du sujet de droit, Librairie LGDJ, 2021, 978-2-275-09074-0. ⟨hal-03814020⟩
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2020

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Ashref Aloui, Mounira Msahli, Talel Abdessalem, Sihem Mesnager, Stéphane Bressan. Privacy as a Service: Anonymisation of NetFlow Traces. Advances in E-Business Engineering for Ubiquitous Computing, pp.561-571, 2020, ⟨10.1007/978-3-030-34986-8_39⟩. ⟨hal-03042197⟩
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2019

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Talel Abdessalem, Claudia Bauzer-Medeiros, Wojtech Cellary, Maud Manouvrier, Marta Rukoz, et al.. Les Versions de Bases de Données. 50 ans de recherche à Dauphine : Hier, Aujourd'hui et Demain, pp.44-48, 2019. ⟨hal-02440751⟩
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Heitor Murilo Gomes, Albert Bifet, Philippe Fournier-Viger, Jones Granatyr, Jesse Read. Network of Experts: Learning from Evolving Data Streams Through Network-Based Ensembles. International Conference on Neural Information Processing ICONIP 2019: Neural Information Processing, pp.704-716, 2019, ⟨10.1007/978-3-030-36708-4_58⟩. ⟨hal-02460408⟩
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Gerhard Weikum, Johannes Hoffart, Fabian Suchanek. Knowledge Harvesting: Achievements and Challenges. Computing and Software Science State of the Art and Perspectives, 2019, Computing and Software Science (LNCS), ⟨10.1007/978-3-319-91908-9_13⟩. ⟨hal-03157614⟩
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2018

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Albert Bifet, Jesse Read, Geoff Holmes, Bernhard Pfahringer. Streaming Data Mining with Massive Online Analytics (MOA). Data Mining in Time Series and Streaming Databases, 83, WORLD SCIENTIFIC, pp.1-25, 2018, Series in Machine Perception and Artificial Intelligence, ⟨10.1142/9789813228047_0001⟩. ⟨hal-04492586⟩
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2016

ref_biblio
Jean-Louis Dessalles. A Cognitive Approach to Relevant Argument Generation. Principles and Practice of Multi-Agent Systems, LNAI 9935, Springer, pp.3-15, 2016, ⟨10.1007/978-3-319-46218-9_1⟩. ⟨hal-02287575⟩
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2015

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Laurent Decreusefond, Aurélien Vasseur. Asymptotics of superposition of point processes. Geometry of Science Information, Springer, pp.187-194, 2015. ⟨hal-02287232⟩
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Jean-Louis Dessalles. From conceptual spaces to predicates. Applications of conceptual spaces, Springer, pp.17-31, 2015, ⟨10.1007/978-3-319-15021-5_2⟩. ⟨hal-02287107⟩
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Jean-Louis Dessalles. L'imaginaire de la narration : une approche cognitive. Pour innover, modéliser l'imaginaire - Regards croisés d'industriels et de chercheurs, Editions Manucius, pp.154-167, 2015. ⟨hal-02287200⟩
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Fabian M. Suchanek. Keynote: A Hitchhiker's Guide to Ontology. Workshop on Knowledge Extraction from Text, ACM, 2015. ⟨hal-02287153⟩
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2014

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Jean-Louis Dessalles. Human language: an evolutionary anomaly. Handbook of Evolution Theory in the Sciences, Springer, pp.707-724, 2014. ⟨hal-02286793⟩
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Jean-Louis Dessalles. Why talk?. The social origins of language, Oxford, pp.284-296, 2014. ⟨hal-02286791⟩
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Fabian M. Suchanek. Information Extraction for Ontology Learning. Perspectives on Ontology Learning, IOS Press, 2014. ⟨hal-02287015⟩
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2013

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Jean-Louis Dessalles. Du protolangage au langage : modèle d'une transition. Les origines du langage et des langues, L'Harmattan, 2013. ⟨hal-02287798⟩
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B. Kimelfeld, Pierre Senellart. Probabilistic XML: Models and Complexity. Advances in Probabilistic Databases for Uncertain Information Management, Springer-Verlag, pp.39-66, 2013. ⟨hal-00874441⟩
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Thomas Risse, Wim Peters, Pierre Senellart, Diana Maynard. Documenting Contemporary Society by Preserving Relevant Information from Twitter. Twitter and Society, Peter Lang, pp.207-219, 2013. ⟨hal-02286971⟩
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2007

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Jean-Louis Dessalles, Jean-Pierre Müller, Denis Phan. Emergence in multi-agent systems: conceptual and methodological issues. Denis Phan, Frederic Amblard. Agent Based Modelling and Simulations in the Human and Social Siences, The Bardwell Press,, pp.327-356, 2007, Gemas Studies in Social Analysis, 9781905622016. ⟨halshs-04035648⟩
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Habilitation à diriger des recherches

2023

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Antoine Amarilli. Query Evaluation: Enumeration, Maintenance, Reliability. Computer Science [cs]. Institut polytechnique de Paris, 2023. ⟨tel-04065298⟩
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https://theses.hal.science/tel-04065298/file/main%20%281%29.pdf BibTex

Lectures

2019

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Fabian Suchanek, Jonathan Lajus, Armand Boschin, Gerhard Weikum. Knowledge Representation and Rule Mining in Entity-Centric Knowledge Bases. Doctoral. Italy. 2019. ⟨hal-02302740⟩
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Other publications

2020

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Emna Mechket, Fabian Suchanek. Extracting Complex Information from Natural Language Text: A Survey. Workshop on Semantic and knowledge graph advances for journalism, 2020. ⟨hal-03102913⟩
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https://imt.hal.science/hal-03102913/file/semantic-journalism-2020.pdf BibTex
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Julien Romero, Nicoleta Preda, Fabian Suchanek. Query Rewriting On Path Views Without Integrity Constraints. 2020. ⟨hal-03108494⟩
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https://imt.hal.science/hal-03108494/file/datamod-2020.pdf BibTex
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Fabian Suchanek. The Need to Move beyond Triples. International Workshop on Narrative Extraction from Texts, 2020. ⟨hal-03102910⟩
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Books

2021

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Gerhard Weikum, Xin Luna Dong, Simon Razniewski, Fabian M. Suchanek. Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases. Now Publishers, 10 (2-4), pp.108-490, 2021, ⟨10.1561/1900000064⟩. ⟨hal-04456662⟩
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2017

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Rokia Missaoui, Talel Abdessalem, Mathieu Latapy. Trends in Social Network Analysis - Information Propagation, User Behavior Modeling, Forecasting, and Vulnerability Assessment. Springer International Publishing, pp.255, 2017, ⟨10.1007/978-3-319-53420-6⟩. ⟨hal-01700169⟩
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2012

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Laurent Decreusefond, P. Moyal. Stochastic modeling and analysis of telecom networks. Wiley, pp.387, 2012. ⟨hal-00742136⟩
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2011

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Thomas Bonald, Mathieu Feuillet. Network performance analysis. Wiley, pp.272, 2011. ⟨hal-00726604⟩
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Patents

2023

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Edouard Pineau, Sébastien Razakarivony, Thomas Bonald. PROCÉDÉ D'ÉVALUATION DE L'ÉTAT RELATIF D'UN MOTEUR D'AÉRONEF. France, N° de brevet: EP4176327. 2023. ⟨hal-04554604⟩
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2014

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Antonino Famulari, Thomas Bonald. Procédé de traitement de données de géolocalisation. France, N° de brevet: 1357423. AF:GEOUNIQ-14. 2014. ⟨hal-02412534⟩
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Aristides Gionis, Gianmarco de Francisci Morales, Mauro Sozio. System and method of matching content items and consumers. United States, Patent n° : US8660975 B2. MS:USPTO-14. 2014. ⟨hal-02412536⟩
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2013

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Thomas Bonald, Davide Cuda, Raluca-Maria Indre. Dispositif et procédé de fusion de composantes optiques associées à une longueur d'onde en une composante optique fusionnée. France, N° de brevet: EP 2549773 (A1). BCI:patent-13. 2013. ⟨hal-02412526⟩
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Thomas Bonald, Raluca-Maria Indre. Dispositif et procédé de fusion de composantes optiques associées à une longueur d'onde en une composante optique fusionnée. France, N° de brevet: EP 2549773 (A1). BI:patent-13. 2013. ⟨hal-02412525⟩
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Proceedings

2023

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Mehwish Alam, Davide Buscaldi, Michael Cochez, Francesco Osborne, Diego Reforgiato Recupero. Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21st International Semantic Web Conference (ISWC 2023). Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023), 3559, 2023. ⟨hal-04363542⟩
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Mehwish Alam, Cassia Trojahn, Sven Hertling, Catia Pesquita, Christian Aebeloe, et al.. ESWC 2023 Workshops and Tutorials Joint Proceedings: Joint Proceedings of the ESWC 2023 Workshops and Tutorials co-located with the 20th European Semantic Web Conference (ESWC 2023). ESWC 2023, 3443, 2023. ⟨hal-04195950⟩
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Catia Pesquita, Hala Skaf-Molli, Vasilis Efthymiou, Sabrina Kirrane, Axel Ngonga, et al.. Proceedings of The Semantic Web: ESWC 2023 Satellite Events. 13998, Springer Nature Switzerland, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-43458-7⟩. ⟨hal-04258663⟩
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Reports

2018

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Thomas Rebele, Katerina Tzompanaki, Fabian Suchanek. Technical Report: Adding Missing Words to Regular Expressions. [Technical Report] Telecom ParisTech. 2018. ⟨hal-01745987v2⟩
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2012

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Silviu Maniu, Bogdan Cautis. Context-Aware Top-k Processing using Views (Extended Version). [Research Report] 0, Telecom ParisTech. 2012. ⟨hal-02286277⟩
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2011

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Jean-Louis Dessalles. Ex-Post Algorithmic Probability. [Research Report] 2011-D-009, Télécom ParisTech. 2011. ⟨hal-02287136⟩
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Preprints, Working Papers, ...

2023

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Antoine Amarilli, Pierre Bourhis, Florent Capelli, Mikaël Monet. Ranked Enumeration for MSO on Trees via Knowledge Compilation. 2023. ⟨hal-04377344⟩
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2022

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Étienne Grandjean, Louis Jachiet. Which arithmetic operations can be performed in constant time in the RAM model with addition?. 2022. ⟨hal-03843989⟩
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2019

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Thomas Courtat, Laurent Decreusefond, Philippe Martins. Stochastic simulation of urban environments: Application to Path-loss in wireless systems. 2019. ⟨hal-02287315⟩
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Silviu Maniu, Pierre Senellart, Suraj Jog. An Experimental Study of the Treewidth of Real-World Graph Data (Extended Version). 2019. ⟨hal-02087770⟩
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https://arxiv.org/pdf/1901.06862 BibTex
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Jalal Rachad, Ridha Nasri, Laurent Decreusefond. OFDM Based System Radio Resources Dimensioning Approach: A Comparison Between Cox Process and Poisson Point Process. 2019. ⟨hal-02293859⟩
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