CSDAI

Department of Institut Polytechnique de Paris

Group NeSS

NESS (NEtworks Systems and Services)

Samovar, Telecom SudParis

Themes: next generation digital infrastructure

NeSS is working on network and services architectures and system and networks security. The research works are based on models and methods and consider architectural, protocol and system constraints of networks.
NeSS explores new areas of research conducting to the design of novel architectures and protocols addressing scientific, technological or normative challenges.
NeSS contributes to research works on Internet of things, on mobility, on self-organized networks, on service-oriented-architectures (SOA) and on software defined services and networks.
NeSS has developed top research in security and privacy, in system and connected devices and virtualization.

Contact person: Badii Jouaber, https://badiijouaber.wp.imtbs-tsp.eu/

Web site: https://samovar.telecom-sudparis.eu/spip.php?rubrique129

Journal articles

2024

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Maira Alvi, Roberto Minerva, Praboda Rajapaksha, Noel Crespi, Umna Alvi. Traffic flow prediction in sensor-limited areas through synthetic sensing and data fusion. IEEE Sensors Letters, 2024. ⟨hal-04499933⟩
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Badr Bellaj, Aafaf Ouaddah, Emmanuel Bertin, Noel Crespi, Abdellatif Mezrioui. Drawing the boundaries between blockchain and blockchain-like systems: a comprehensive survey on distributed ledger technologies. Proceedings of the IEEE, 2024, 112 (3), pp.247 - 299. ⟨10.1109/JPROC.2024.3386257⟩. ⟨hal-04564278⟩
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https://hal.science/hal-04564278/file/third_round_survey_.pdf BibTex
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Razieh Chalehchaleh, Mostafa Salehi, Reza Farahbakhsh, Noel Crespi. BRaG: a hybrid multi-feature framework for fake news detection on social media. Social Network Analysis and Mining, 2024, 14 (35), pp.50. ⟨10.1007/s13278-023-01185-7⟩. ⟨hal-04533937⟩
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https://hal.science/hal-04533937/file/BRaG%20a%20hybrid%20multi-feature%20framework%20for%20fake%20news%20detection%20on%20social%20media%202024.pdf BibTex
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Amir Reza Jafari, Behnam Heidary, Reza Farahbakhsh, Mostafa Salehi, Noel Crespi. Language Models for Multi-lingual Tasks - a Survey. International journal of advanced computer science and applications (IJACSA), In press. ⟨hal-04549672⟩
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https://hal.science/hal-04549672/file/Language_model_for_Multi_lingual_Tasks__a_survey__IJACSA_Journal_Version___Copy_.pdf BibTex
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Amir Reza Jafari, Praboda Rajapaksha, Reza Farahbakhsh, Guanlin Li, Noel Crespi. Unveiling human values: analyzing emotions behind arguments. Entropy, 2024, 26 (4), pp.327. ⟨10.3390/e26040327⟩. ⟨hal-04549652⟩
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https://hal.science/hal-04549652/file/Unveiling_Human_Values__Analyzing_Emotions_behind_Arguments__Author_File_.pdf BibTex
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Yao Jing, Bin Guo, Yan Liu, Daqing Zhang, Djamal Zeghlache, et al.. Efficient bike-sharing repositioning with cooperative multi-agent deep reinforcement learning. ACM Transactions on Sensor Networks, 2024, ⟨10.1145/3639468⟩. ⟨hal-04392255⟩
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Dun Li, Noel Crespi, Roberto Minerva, Reza Farahbakhsh, Kuan-Ching Li, et al.. Detecting market corners in crude oil futures: a robust hybrid anomaly detection approach. Applied Artificial Intelligence, 2024. ⟨hal-04551522⟩
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Khouloud Mnassri, Reza Farahbakhsh, Razieh Chalehchaleh, Praboda Rajapaksha, Amir Reza Jafari, et al.. A survey on multi-lingual offensive language detection. PeerJ Computer Science, 2024, ⟨10.7717/peerj-cs.1934⟩. ⟨hal-04475626⟩
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Praboda Rajapaksha, Noel Crespi. Explainable attention pruning: a meta-learning-based approach. IEEE Transactions on Artificial Intelligence, 2024, pp.1-12. ⟨10.1109/TAI.2024.3363686⟩. ⟨hal-04447491⟩
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https://hal.science/hal-04447491/file/2023_IEEE_TAI___BERT_Pruning__V5___Accepted_.pdf BibTex

2023

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Mehdi Salim Benhelal, Xinchen Han, Hossam Afifi, Badii Jouaber, Hassine Moungla, et al.. Autonomous UAV edge architecture for road hazards extended reality warnings. IEEE Internet of Things Magazine, 2023, 6 (1), pp.26-30. ⟨10.1109/IOTM.001.2200253⟩. ⟨hal-04344821⟩
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Christoph Busch, Farzin Deravi, Dinusha Frings, Els Kindt, Ralph Lessmann, et al.. Facilitating free travel in the Schengen area—a position paper by the European association for biometrics. IET Biometrics, 2023, 12 (2), pp.112-128. ⟨10.1049/bme2.12107⟩. ⟨hal-04189482⟩
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https://hal.science/hal-04189482/file/IET%20Biometrics%20-%202023%20-%20Busch.pdf BibTex
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Giovanni Calabro, Andrea Araldo, Simon Oh, Ravi Seshadri, Giuseppe Inturri, et al.. Adaptive transit design: optimizing fixed and demand responsive multi-modal transportation via continuous approximation. Transportation Research Part A: Policy and Practice, 2023, pp.103643. ⟨10.1016/j.tra.2023.103643⟩. ⟨hal-04063054⟩
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https://hal.science/hal-04063054/file/Adaptive%20Transit%20Design_R3.pdf BibTex
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Weiyan Chen, Hongliu Yang, Xiaoyang Bi, Rong Zheng, Fusang Zhang, et al.. Environment-aware multi-person tracking in indoor environments with MmWave radars. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2023, 7 (3), pp.1-29. ⟨10.1145/3610902⟩. ⟨hal-04311909⟩
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Swapnil Dhamal, Walid Ben-Ameur, Tijani Chahed, Eitan Altman, Albert Sunny, et al.. A game theoretic framework for distributed computing with dynamic set of agents. Annals of Operations Research, 2023, ⟨10.1007/s10479-023-05231-7⟩. ⟨hal-04302615⟩
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Hassan Fawaz, Samer Lahoud, Melhem Helou, Kinda Khawam. Queue-aware resource allocation in full-duplex multi-cellular wireless networks. IEEE Journal on Selected Areas in Communications, 2023, 41 (9), pp.2852-2863. ⟨10.1109/JSAC.2023.3287541⟩. ⟨hal-04229577⟩
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Fariba Ghaffari, Emmanuel Bertin, Noel Crespi, Julien Hatin. Distributed ledger technologies for authentication and access control in networking applications: a comprehensive survey. Computer Science Review, 2023, 50, pp.100590. ⟨10.1016/j.cosrev.2023.100590⟩. ⟨hal-04184439⟩
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https://hal.science/hal-04184439/file/Distributed_Ledger_Technologies_for_Authentication_and_Access_Control_in....pdf BibTex
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Lucas Javaudin, Andrea Araldo, André de Palma. Personalised incentives with constrained regulator's budget. Transportmetrica A: Transport Science, 2023, pp.1 - 43. ⟨10.1080/23249935.2023.2284353⟩. ⟨hal-04304703⟩
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https://hal.science/hal-04304703/file/javaudin_et_al_2023.pdf BibTex
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Mohamed Ibn Khedher, Houda Jmila, Mounim El Yacoubi. On the formal evaluation of the robustness of neural networks and Its pivotal relevance for AI-Based safety-critical domains. International Journal of Network Dynamics and Intelligence, 2023, 2 (4), pp.100018. ⟨10.53941/ijndi.2023.100018⟩. ⟨hal-04364344⟩
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https://hal.science/hal-04364344/file/Khedher%20et%20al.%20%282023%29%20-%20On%20the%20Formal%20Evaluation%20of%20the%20Robustness%20of%20Neural%20Networks%20and%20Its%20%20-%20IJNDI.pdf BibTex
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Mohammed Laroui, Hatem Ibn Khedher, Hassine Moungla, Hossam Afifi. Service function chains multi-resource orchestration in virtual mobile edge computing. Computer Networks, 2023, 224, pp.109582. ⟨10.1016/j.comnet.2023.109582⟩. ⟨hal-04173963⟩
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Xinyu Li, Yuanhao Cui, J. Andrew Zhang, Fan Liu, Daqing Zhang, et al.. Integrated human activity sensing and communications. IEEE Communications Magazine, 2023, 61 (5), pp.90-96. ⟨10.1109/MCOM.002.2200391⟩. ⟨hal-04311918⟩
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https://arxiv.org/pdf/2202.09522 BibTex
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Jinyi Liu, Wenwei Li, Tao Gu, Ruiyang Gao, Bin Chen, et al.. Towards a dynamic fresnel zone model to WiFi-based human activity recognition. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2023, 7 (2), pp.1-24. ⟨10.1145/3596270⟩. ⟨hal-04309161⟩
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https://hal.science/hal-04309161/file/6%20Towards%20a%20Dynamic%20Fresnel%20Zone%20Model%20to%20WiFi-based%20Human%20Activity%20Recognition.pdf BibTex
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Zhenjiao Liu, Zhikui Chen, Kai Lou, Praboda Rajapaksha, Liang Zhao, et al.. CCIM-SLR: incomplete multiview co-clustering by sparse low-rank representation. Multimedia Tools and Applications, 2023. ⟨hal-04356579⟩
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https://hal.science/hal-04356579/file/CCIM-SLR%20Incomplete%20Multiview%20Co-Clustering.pdf BibTex
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Meroua Moussaoui, Emmanuel Bertin, Noel Crespi. Divide and conquer: a business model agenda for beyond-5G and 6G actors. IEEE Communications Magazine, 2023, 61, pp.82 - 88. ⟨10.1109/MCOM.001.2200748⟩. ⟨hal-04084160⟩
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https://hal.science/hal-04084160/file/BME-v29.pdf BibTex
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Killian Murphy, Antoine Lavignotte, Catherine Lepers. Fault prediction for heterogeneous telecommunication networks using machine learning : a survey. IEEE Transactions on Network and Service Management, 2023, pp.1-1. ⟨10.1109/TNSM.2023.3340351⟩. ⟨hal-04331342⟩
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Danny Qiu, Alassane Samba, Hossam Afifi, Yvon Gourhant. A Study on Simple Geometries for Modeling User Equipment Geospatial Attachment to Mobile Cells. IEEE Access, 2023, 11, pp.100097-100113. ⟨10.1109/ACCESS.2023.3315129⟩. ⟨hal-04561238⟩
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https://hal.science/hal-04561238/file/A_Study_on_Simple_Geometries_for_Modeling_User_Equipment_Geospatial_Attachment_to_Mobile_Cells.pdf BibTex
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Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, Andrea Araldo. Toward inference delivery networks: distributing machine learning with optimality guarantees. IEEE/ACM Transactions on Networking, 2023, pp.1. ⟨10.1109/TNET.2023.3305922⟩. ⟨hal-04385717⟩
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https://inria.hal.science/hal-04385717/file/2105.02510%20%285%29.pdf BibTex
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Luis Sanchez, Jorge Lanza, Juan Ramón Santana, Pablo Sotres, Víctor González, et al.. Data enrichment toolchain: a data linking and enrichment platform for heterogeneous data. IEEE Access, 2023, 11, pp.103079 - 103091. ⟨10.1109/ACCESS.2023.3317705⟩. ⟨hal-04211669⟩
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https://hal.science/hal-04211669/file/DataEnrichmentToolchain.pdf BibTex
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Claudio Savaglio, Vincenzo Barbuto, Faraz Malik Awan, Roberto Minerva, Noel Crespi, et al.. Opportunistic digital twin: an edge intelligence enabler for smart city. ACM Transactions on Sensor Networks, 2023, ⟨10.1145/3616014⟩. ⟨hal-04179451⟩
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https://hal.science/hal-04179451/file/Opportunistic%20Digital%20Twin.pdf BibTex
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Thomas Tournaire, Hind Castel-Taleb, Emmanuel Hyon. Efficient Computation of Optimal Thresholds in Cloud Auto-scaling Systems. ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2023, 8 (4), pp.9. ⟨10.1145/3603532⟩. ⟨hal-04176076⟩
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https://hal.science/hal-04176076/file/Optimal_control_policies_for_resource_allocation_i.pdf BibTex
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Pei Wang, Xujun Ma, Rong Zheng, Luan Chen, Xiaolin Zhang, et al.. SlpRoF: improving the temporal coverage and robustness of RF-based vital sign monitoring during sleep. IEEE Transactions on Mobile Computing, 2023, pp.1-17. ⟨10.1109/TMC.2023.3340925⟩. ⟨hal-04392265⟩
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Tianben Wang, Zhishen Wang, Xiantao Liu, Wenbo Liu, Leye Wang, et al.. OmniResMonitor: omnimonitoring of human respiration using acoustic multipath reflection. IEEE Transactions on Mobile Computing, 2023, pp.1-14. ⟨10.1109/TMC.2023.3281928⟩. ⟨hal-04311946⟩
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https://hal.science/hal-04311946/file/5%20OmniResMonitor_Omnimonitoring_of_Human_Respiration_using_Acoustic_Multipath_Reflection.pdf BibTex
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Tianben Wang, Zhangben Li, Xiantao Liu, Tao Gu, Honghao Yan, et al.. MultiResp : robust respiration monitoring for multiple users using acoustic signal. IEEE Transactions on Mobile Computing, 2023, pp.1-17. ⟨10.1109/TMC.2023.3279976⟩. ⟨hal-04311935⟩
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https://hal.science/hal-04311935/file/4%20MultiResp_Robust_Respiration_Monitoring_for_Multiple_Users_using_Acoustic_Signal.pdf BibTex
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Xuanzhi Wang, Kai Niu, Anlan Yu, Jie Xiong, Zhiyun Yao, et al.. WiMeasure: millimeter-level object size measurement with commodity wifi devices. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2023, 7 (2), pp.1-26. ⟨10.1145/3596250⟩. ⟨hal-04309148⟩
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Duo Zhang, Xusheng Zhang, Shengjie Li, Yaxiong Xie, Yang Li, et al.. LT-Fall: the design and implementation of a life-threatening fall detection and alarming system. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2023, 7 (1), pp.1-24. ⟨10.1145/3580835⟩. ⟨hal-04311926⟩
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Lei Zhang, Yazhou Ma, Xiaojie Fan, Xiaochen Fan, Yonggang Zhang, et al.. Wi-Diag : robust multi-subject abnormal gait diagnosis with commodity Wi-Fi. IEEE Internet of Things Journal, 2023, pp.1-15. ⟨10.1109/JIOT.2023.3301908⟩. ⟨hal-04311972⟩
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https://hal.science/hal-04311972/file/13%20Wi-DiagRobust_Multi-subject_Abnormal_Gait_Diagnosis_with_Commodity_Wi-Fi.pdf BibTex
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Fusang Zhang, Zhaoxin Chang, Jie Xiong, Junqi Ma, Jiazhi Ni, et al.. Embracing consumer-level UWB-equipped devices for fine-grained wireless sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2023, 6 (4), pp.1-27. ⟨10.1145/3569487⟩. ⟨hal-04306021⟩
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2022

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Ghulam Abro, Saiful Azrin B. M. Zulkifli, Rana Javed Masood, Vijanth Sagayan Asirvadam, Anis Laouiti. Comprehensive Review of UAV Detection, Security, and Communication Advancements to Prevent Threats. Drones, 2022, 6 (10), pp.284. ⟨10.3390/drones6100284⟩. ⟨hal-03968417⟩
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Reda Ayassi, Ahmed Triki, Noel Crespi, Roberto Minerva, Maxime Laye. Survey on the use of machine learning for quality of transmission estimation in optical transport networks. Journal of Lightwave Technology, 2022, 40 (17), pp.5803-5815. ⟨10.1109/JLT.2022.3184178⟩. ⟨hal-03762481⟩
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https://hal.science/hal-03762481/file/JLT-29941-2022_Proof_hi.pdf BibTex
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Zhaoxin Chang, Fusang Zhang, Jie Xiong, Junqi Ma, Beihong Jin, et al.. Sensor-free soil moisture sensing using lora signals. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2022, 6 (2), pp.1 - 27. ⟨10.1145/3534608⟩. ⟨hal-03959864⟩
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Chao Chen, Qiang Liu, Xingchen Wang, Chengwu Liao, Daqing Zhang. semi-Traj2Graph: identifying fine-grained driving style with GPS trajectory data via multi-task learning. IEEE Transactions on Big Data, 2022, 8 (6), pp.1550 - 1565. ⟨10.1109/tbdata.2021.3063048⟩. ⟨hal-03548417⟩
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Abou-Bakr Djaker, Bouabdellah Kechar, Hossam Afifi, Hassine Moungla. Maximum concurrent flow solutions for improved routing in IoT future networks. Arabian Journal for Science and Engineering, 2022, 48 (8), pp.10079-10098. ⟨10.1007/s13369-022-07479-w⟩. ⟨hal-04173973⟩
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Ruiyang Gao, Wenwei Li, Yaxiong Xie, Enze Yi, Leye Wang, et al.. Towards robust gesture recognition by characterizing the sensing quality of wifi signals. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2022, 6 (1), pp.1-26. ⟨10.1145/3517241⟩. ⟨hal-03959859⟩
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Mohammed Laroui, Hatem Ibn-Khedher, Moussa Ali Cherif, Hassine Moungla, Hossam Afifi, et al.. SO‐VMEC: service offloading in virtual mobile edge computing using deep reinforcement learning. Transactions on emerging telecommunications technologies, 2022, 33 (10), ⟨10.1002/ett.4211⟩. ⟨hal-04173969⟩
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Yang Li, Dan Wu, Jie Zhang, Xuhai Xu, Yaxiong Xie, et al.. DiverSense: maximizing wi-fi sensing range leveraging signal diversity. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2022, 6 (2), pp.1 - 28. ⟨10.1145/3536393⟩. ⟨hal-03959873⟩
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Chengwu Liao, Chao Chen, Suiming Guo, Zhu Wang, Yaxiao Liu, et al.. Wheels know why you travel: predicting trip purpose via a dual- attention graph embedding network. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2022, 6 (1), pp.1 - 22. ⟨10.1145/3517239⟩. ⟨hal-03959852⟩
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Kai Niu, Xuanzhi Wang, Fusang Zhang, Rong Zheng, Zhiyun Yao, et al.. Rethinking doppler effect for accurate velocity estimation with commodity wifi Devices. IEEE Journal on Selected Areas in Communications, 2022, 40 (7), pp.2164-2178. ⟨10.1109/JSAC.2022.3155523⟩. ⟨hal-03959936⟩
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Rajkumar Singh Rathore, Omprakash Kaiwartya, Kashif Naseer Qureshi, Ibrahim Tariq Javed, Wamda Nagmeldin, et al.. Towards enabling fault tolerance and reliable green communications in next-generation wireless systems. Applied Sciences, 2022, 12 (17), pp.8870. ⟨10.3390/app12178870⟩. ⟨hal-03768985⟩
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https://hal.science/hal-03768985/file/applsci-12-08870.pdf BibTex
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Xuanzhi Wang, Kai Niu, Jie Xiong, Bochong Qian, Zhiyun Yao, et al.. Placement matters: understanding the effects of device placement for wifi sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2022, 6 (1), pp.1 - 25. ⟨10.1145/3517237⟩. ⟨hal-03959844⟩
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Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, et al.. From personalized medicine to population health: a survey of mHealth sensing techniques. IEEE Internet of Things Journal, 2022, 9 (17), pp.15413-15434. ⟨10.1109/JIOT.2022.3161046⟩. ⟨hal-03959886⟩
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Lei Wang, Wei Li, Ke Sun, Fusang Zhang, Tao Gu, et al.. LoEar: push the range limit of acoustic sensing for vital sign monitoring. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2022, 6 (3), pp.1 - 24. ⟨10.1145/3550293⟩. ⟨hal-03959876⟩
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Jie Zhang, Yang Li, Haoyi Xiong, Dejing Dou, Chunyan Miao, et al.. HandGest: hierarchical sensing for robust-in-the-Air handwriting recognition with commodity wifi devices. IEEE Internet of Things Journal, 2022, 9 (19), pp.19529 - 19544. ⟨10.1109/JIOT.2022.3170157⟩. ⟨hal-03959901⟩
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https://arxiv.org/pdf/2107.00948 BibTex
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J. Andrew Zhang, Kai Wu, Xiaojing Huang, Y. Jay Guo, Daqing Zhang, et al.. Integration of radar sensing into communications with asynchronous transceivers. IEEE Communications Magazine, 2022, 60 (11), pp.106-112. ⟨10.1109/MCOM.003.2200096⟩. ⟨hal-03959910⟩
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https://arxiv.org/pdf/2203.16043 BibTex

2021

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Weiyan Chen, Fusang Zhang, Tao Gu, Kexing Zhou, Zixuan Huo, et al.. Constructing floor plan through smoke using ultra wideband radar. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2021, 5 (4), pp.1-29. ⟨10.1145/3494977⟩. ⟨hal-03548408⟩
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Maria José Freire Hermelo, Dipankar Sengupta, Antoine Lavignotte, Christine Tremblay, Catherine Lepers. Reinforcement learning for compensating power excursions in amplified WDM systems. Journal of Lightwave Technology, 2021, 39 (21), pp.6805 - 6813. ⟨10.1109/jlt.2021.3107774⟩. ⟨hal-04304793⟩
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Youwei Zeng, Jinyi Liu, Jie Xiong, Zhaopeng Liu, Dan Wu, et al.. Exploring multiple antennas for long-range wifi sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2021, 5 (4), pp.1 - 30. ⟨10.1145/3494979⟩. ⟨hal-03548411⟩
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Daqing Zhang, Youwei Zeng, Dan Wu, Jie Xiong. Boosting wifi sensing performance via CSI ratio. IEEE Pervasive Computing, 2021, 20 (01), pp.62 - 70. ⟨10.1109/mprv.2020.3041024⟩. ⟨hal-03548427⟩
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2020

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Fusang Zhang, Zhi Wang, Beihong Jin, Jie J Xiong, Daqing Zhang. Your smart speaker can "Hear" your heartbeat!. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2020, 4 (4), pp.1 - 24. ⟨10.1145/3432237⟩. ⟨hal-03548429⟩
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2019

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Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Jakob Puchinger, Mounim El Yacoubi. Inferring dynamic origin-destination flows by transport mode using mobile phone data. Transportation research. Part C, Emerging technologies, 2019, 101, pp.254-275. ⟨10.1016/j.trc.2019.02.013⟩. ⟨hal-02043639⟩
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https://hal.science/hal-02043639/file/journal_manuscript.pdf BibTex
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Jorge Eleazar Lopez Coronado, Natalia Kushik, Djamal Zeghlache. Virtual machine placement quality estimation in cloud infrastructures using integer linear programming. Software Quality Journal, 2019, 27 (2), pp.731 - 755. ⟨10.1007/s11219-018-9420-z⟩. ⟨hal-01998560⟩
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2017

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Makhlouf Hadji, Virginia Pilloni, Emad Abd-Elrahmane, Luigi Atzori, Hossam Afifi. IoT_ProSe: Exploiting 3GPP services for task allocation in the Internet of Things.. Ad Hoc Networks, 2017. ⟨hal-01613552⟩
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Conference papers

2024

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Razieh Chalehchaleh, Reza Farahbakhsh, Noel Crespi. Multilingual fake news detection: a study on various models and training scenarios. 10th Intelligent Systems Conference 2024, Sep 2024, Amesterdam, Netherlands. ⟨hal-04484387⟩
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Zhaoxin Chang, Fusang Zhang, Jie Xiong, Weiyan Chen, Daqing Zhang. MSense: boosting wireless sensing capability under motion interference. The 30th Annual International Conference on Mobile Computing and Networking (ACM MobiCom ’24), ACM, Sep 2024, WashingtonD.C., United States. ⟨hal-04483416⟩
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Leyuan Ding, Praboda Rajapaksha, Aung Kaung Myat, Reza Farahbakhsh, Noel Crespi. Can hallucination reduction in LLMs improve online sexism detection?. 10th Intelligent Systems Conference 2024 (IntelliSys), Sep 2024, Amesterdam, Netherlands. ⟨hal-04484400⟩
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Wei Huang, Andrea Araldo, Hind Castel-Taleb, Badii Jouaber. Slicing 5G économe en énergie et garantissant les contraintes de performance. AlgoTel 2024 – 26èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2024, Saint-Briac-sur-Mer, France. ⟨hal-04567012⟩
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Guanlin Li, Xuechen Zhao, Amir Reza Jafari, Wenhao Shao, Reza Farahbakhsh, et al.. Improving cross-lingual transfer with contrastive negative learning and self-training. LREC-COLING 2024, May 2024, TORINO, Italy. ⟨hal-04472370⟩
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Wendlasida Ouedraogo, Andrea Araldo, Badii Jouaber, Hind Castel-Taleb, Rémy Grünblatt. Can edge computing fulfill the requirements of automated vehicular services using 5G network ?. The 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring), Jun 2024, Singapore, Singapore. ⟨hal-04536469⟩
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Rosario Patanè, Nadjib Achir, Andrea Araldo, Lila Boukhatem. Can vehicular cloud replace edge computing?. WCNC 2024 - IEEE Wireless Communications and Networking Conference, Apr 2024, Dubai, United Arab Emirates. ⟨hal-04393593⟩
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https://hal.science/hal-04393593/file/wcnc_2024_Vehicloud-2.pdf BibTex
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Rania Sahraoui, Omar Houidi, Fetia Bannour. Energy-Aware VNF-FG placement with transformer-based deep reinforcement learning. 2024 IEEE/IFIP Network Operations and Management Symposium (NOMS 2024), May 2024, Seoul, South Korea. ⟨hal-04560843⟩
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Duo Wang, Andrea Araldo, Mounim El Yacoubi. AccEq-DRT: planning demand-responsive transit to reduce inequality of accessibility. 103rd Annual Meeting Transportation Research Board (TRB), Jan 2024, Washington DC, United States. ⟨hal-04325379⟩
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2023

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Mohammed Abdullah, Salah Eddine Elayoubi, Tijani Chahed, Abdel Lisser. Performance modeling and dimensioning of latency-critical traffic in 5G networks. IEEE Global Communications Conference (IEEE Globecom), IEEE, Dec 2023, Kuala Lampur, Malaysia. ⟨10.1109/GLOBECOM54140.2023.10436829⟩. ⟨hal-04251541v2⟩
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Ghalid Abib, Florian Castel, Nissrine Satouri, Hossam Afifi, Adel Mounir Said. Survey and enhancements on deploying LSTM recurrent neural networks on embedded systems. ICC 2023: IEEE International Conference on Communications, IEEE, May 2023, Rome, Italy. pp.2034, ⟨10.1109/ICC45041.2023.10278766⟩. ⟨hal-04173980⟩
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Youssef Ait El Mahjoub, Hind Castel-Taleb, Léo Le Corre. Stochastic modeling and optimization for power and performance control in DVFS systems. 37th ECMS European Council for Modelling and Simulation, Jun 2023, Firenze, Italy. pp.497-506, ⟨10.7148/2023-0497⟩. ⟨hal-04176213v2⟩
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Nischal Aryal, Fariba Ghaffari, Emmanuel Bertin, Noel Crespi. Subscription management for beyond 5G and 6G cellular networks using blockchain technology. 19th International Conference on Network and Service Management (CNSM), Oct 2023, Niagara Falls, Canada. ⟨10.23919/CNSM59352.2023.10327810⟩. ⟨hal-04199582⟩
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Nischal Aryal, Emmanuel Bertin, Noel Crespi. Open radio access network challenges for next generation mobile network. 26th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), Mar 2023, Paris, France. ⟨10.1109/ICIN56760.2023.10073507⟩. ⟨hal-03967401⟩
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Nischal Aryal, Fariba Ghaffari, Emmanuel Bertin, Noel Crespi. Moving towards open radio access networks with blockchain technologies. 5th Conference on Blockchain Research & Applications for Innovative Networks and Services ( BRAINS), Oct 2023, Paris, France. ⟨10.1109/BRAINS59668.2023.10316961⟩. ⟨hal-04174691⟩
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Reda Ayassi, Ahmed Triki, Bertrand Le Guyader, Frank Florian, Thierry Marcot, et al.. Field trial to assess bayesian optimization for improving QoT estimation. 49th European Conference on Optical Communications (ECOC), Oct 2023, Glasgow, United Kingdom. ⟨10.1049/icp.2023.2087⟩. ⟨hal-04420450⟩
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Vincenzo Barbuto, Claudio Savaglio, Roberto Minerva, Noel Crespi, Giancarlo Fortino. Towards an edge intelligence-based traffic monitoring system. The 2023 IEEE Conference on Systems, Man, and Cybernetics (SMC), Oct 2023, Hawaii, United States. ⟨10.1109/SMC53992.2023.10393907⟩. ⟨hal-04426346⟩
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Badr Bellaj, Aafaf Ouaddah, Noel Crespi, Abdellatif Mezrioui, Emmanuel Bertin. A transpilation-based approach to writing secure access control smart contracts. 5th Conference on Blockchain Research & Applications for Innovative Networks and Services (BRAINS 2023), Oct 2023, Paris, France. ⟨10.1109/BRAINS59668.2023.10316873⟩. ⟨hal-04180356⟩
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Mehdi Salim Benhelal, Badii Jouaber, Hossam Afifi, Hassine Moungla. Towards edge-assisted trajectory prediction for connected autonomous vehicles. 2023 IEEE Global Communications Conference (GLOBECOM ), Dec 2023, Kuala Lumpur, Malaysia. pp.3741-3746, ⟨10.1109/GLOBECOM54140.2023.10437498⟩. ⟨hal-04502918⟩
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Sergey Berezin, Reza Farahbakhsh, Noel Crespi. No offence, bert - I insult only humans! Multiple addressees sentence-level attack on toxicity detection neural networks. The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Dec 2023, Resorts World Convention Centre, Singapore. pp.2362-2369, ⟨10.18653/v1/2023.findings-emnlp.155⟩. ⟨hal-04420371⟩
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Sergey Berezin, Reza Farahbakhsh, Noel Crespi. On the definition of toxicity in NLP. The 12th International Conference on Complex Networks and their Applications (COMPLEX NETWORKS), Nov 2023, Menton Riviera, France. ⟨10.48550/arXiv.2310.02357⟩. ⟨hal-04394371⟩
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Hayet Brabra, Imen Jerbi, Mohamed Sellami, Walid Gaaloul, Djamal Zeghlache. Uncovering implicit bundling constraints: empowering cloud network service discovery. 21st International Conference on Service-Oriented Computing (ICSOC), Nov 2023, Rome, Italy. pp.115-123, ⟨10.1007/978-3-031-48424-7_9⟩. ⟨hal-04311834⟩
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Severin Diepolder, Andrea Araldo, Tarek Chouaki, Santa Maiti, Sebastian Hörl, et al.. On the Computation of accessibility provided by shared mobility. 11th Symposium of the European Association for Research in Transportation (hEART), Sep 2023, Zurich, Switzerland. ⟨hal-04154712v2⟩
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Maxime Elkael, Andrea Araldo, Salvatore d'Oro, Hind Castel-Taleb, Massinissa Ait Aba, et al.. Joint placement, routing and dimensioning at the network edge for energy minimization. IEEE Global Communications Conference (IEEE Globecom), IEEE, Dec 2023, Kuala Lumpur (Malaysia), France. ⟨10.1109/GLOBECOM54140.2023.10437799⟩. ⟨hal-04346059⟩
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Javier Errea, Huy Tran Quang, Dominique Verchere, Huu Trung Thieu, Andrea Mazzini, et al.. Open Disaggregated Optical Network Control with Network Management as Code. Optical Fiber Communication Conference, 2023, San Diego California, France. pp.M3Z.8, ⟨10.1364/OFC.2023.M3Z.8⟩. ⟨hal-04389455⟩
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Hassan Fawaz, Omar Houidi, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, et al.. Graph Convolutional Reinforcement Learning for Load Balancing and Smart Queuing. 2023 IFIP Networking Conference (IFIP Networking), Jun 2023, Barcelona, France. pp.1-9, ⟨10.23919/IFIPNetworking57963.2023.10186430⟩. ⟨hal-04389446⟩
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Junkai He, Makhlouf Hadji, Djamal Zeghlache. Constrained dynamic virtual network embedding. The 48th IEEE Conference on Local Computer Networks (LCN), IEE, Oct 2023, Daytona Beach, United States. pp.1-6, ⟨10.1109/LCN58197.2023.10223368⟩. ⟨hal-04232578⟩
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Mohamed Yassine Hentati, Tijani Chahed, Philippe Ciblat, Marceau Coupechoux, Sameh Najeh. 5G vs Wifi6 downlink power consumption comparison for teleworking use case. 2023 IEEE Tenth International Conference on Communications and Networking (ComNet), Nov 2023, Hammamet, France. pp.1-9, ⟨10.1109/ComNet60156.2023.10366633⟩. ⟨hal-04492334⟩
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Omar Houidi, Oussama Soualah, Ines Houidi, Djamal Zeghlache. Energy efficient VNF-FG embedding via attention-based deep reinforcement learning. 19th International Conference on Network and Service Management (CNSM), Oct 2023, Niagara Falls, France. pp.1-7, ⟨10.23919/CNSM59352.2023.10327825⟩. ⟨hal-04389419⟩
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Omar Houidi, Sihem Bakri, Djamal Zeghlache, Julien Lesca, Pham Tran Anh Quang, et al.. AMAC: attention-based multi-agent cooperation for smart load balancing. 2023 IEEE/IFIP Network Operations and Management Symposium (NOMS 2023), May 2023, Miami, FL, United States. ⟨10.1109/NOMS56928.2023.10154214⟩. ⟨hal-03931985⟩
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Khouloud Hwerbi, Ichrak Amdouni, Anis Laouiti, Cedric Adjih, Leila Saidane. Veterinary drone: blockchain-based system for cattle health monitoring. 2023 International Wireless Communications and Mobile Computing (IWCMC), Jun 2023, Marrakesh, Morocco. pp.1613-1618, ⟨10.1109/IWCMC58020.2023.10182480⟩. ⟨hal-04321706⟩
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Amir Reza Jafari, Praboda Rajapaksha, Reza Farahbakhsh, Guanlin Li, Noel Crespi. Fine-grained emotion knowledge extraction in human values: an interdisciplinary analysis. The 12th International Conference on Complex Networks and their Applications (CNA), Nov 2023, Menton Riviera, France. ⟨hal-04394325⟩
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Imen Jerbi, Hayet Brabra, Mohamed Sellami, Walid Gaaloul, Sami Bhiri, et al.. Request relaxation based-on provider constraints for a capability-based NaaS services discovery. 35th International Conference on Advanced Information Systems Engineering (CAiSE), Jun 2023, ZARAGOZA, Spain. pp.611-627, ⟨10.1007/978-3-031-34560-9_36⟩. ⟨hal-04198824⟩
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Arzu Gorgulu Kakisim, Zeynep Turgut, Tulin Atmaca. XAI empowered dual band Wi-Fi based indoor localization via ensemble learning. 14th International Conference on Network of the Future (NoF), IEEE, Oct 2023, Izmir, Turkey. pp.150-158, ⟨10.1109/NoF58724.2023.10302788⟩. ⟨hal-04302091⟩
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Guanlin Li, Praboda Rajapaksha, Reza Farahbakhsh, Noel Crespi. Emotionally-bridged cross-lingual meta-learning for chinese sexism detection. The 12th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC), Oct 2023, Foshan, China. ⟨10.1007/978-3-031-44696-2_49⟩. ⟨hal-04168449⟩
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Khouloud Mnassri, Reza Farahbakhsh, Noel Crespi. Multilingual hate speech detection using semi-supervised Generative Adversarial Network. The 12th International Conference on Complex Networks and their Applications (Complex Networks), Nov 2023, French Riviera, France. ⟨10.1007/978-3-031-53503-1_16⟩. ⟨hal-04394280⟩
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Adel Mounir Said, Michel Marot, Hossam Afifi, Ahmed E. Kamal, Hassine Moungla, et al.. Models for real/non-realtime traffic QoS in UAV assisted cellular networks. IEEE International Conference on Communications (ICC), IEEE, May 2023, Rome, Italy. ⟨hal-04196514⟩
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https://hal.science/hal-04196514/file/ICC_2023_Buffering.pdf BibTex
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Meroua Moussaoui, Emmanuel Bertin, Noel Crespi. Decentralized wireless (DeWi): which perspectives for Blockchain-based mobile networks?. 5th Conference on Blockchain Research & Applications for Innovative Networks and Services, BRAINS 2023, Oct 2023, Paris, France. ⟨10.1109/BRAINS59668.2023.10316774⟩. ⟨hal-04182491v2⟩
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Killian Murphy, Antoine Lavignotte, Catherine Lepers. Fault prediction for optical access network equipment using decision tree methods. 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM), Nov 2023, Wuhan, China. pp.1-5, ⟨10.1109/ACP/POEM59049.2023.10369987⟩. ⟨hal-04391064⟩
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Kai Niu, Xuanzhi Wang, Zhiyun Yao, Fusang Zhang, Si Cheng, et al.. How target’s location and orientation affect velocity extraction accuracy in WiFi sensing systems. ACM TURC '23: ACM Turing Award Celebration Conference 2023 (ACM TURC '23), Jul 2023, Wuhan, China. pp.35-36, ⟨10.1145/3603165.3607384⟩. ⟨hal-04311902⟩
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Rosario Patanè, Andrea Araldo, Tijani Chahed, Diego Kiedanski, Daniel Kofman. Coalitional game-theoretical approach to coinvestment with application to edge computing. 20th Consumer Communications & Networking Conference (CCNC ), Jan 2023, Las Vegas, United States. pp.517-522, ⟨10.1109/CCNC51644.2023.10060093⟩. ⟨hal-04492328⟩
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Syed Mohsan Raza, Roberto Minerva, Noel Crespi, Mehdi Karech. Definition of digital twin network adta model in the context of edge-Cloud continuum. IEEE International Conference on Network Softwarization (NetSoft), Jun 2023, Madrid, Spain. pp.402-407, ⟨10.1109/NetSoft57336.2023.10175444⟩. ⟨hal-04097541⟩
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Amal Abdel Razzac, Tijani Chahed, Zahi Shamseddine, Wafik Zahwa. Advanced sleep modes in 5G multiple base stations using non-cooperative multi-agent reinforcement learning. IEEE Global Communications Conference (GLOBECOM), Dec 2023, Kuala Lumpur, Malaysia. pp.7025-7030, ⟨10.1109/GLOBECOM54140.2023.10437599⟩. ⟨hal-04492371⟩
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Joshua Shakya, Chaima Ghribi, Morgan Chopin, Leila Merghem-Boulahia. Agent-based simulation for placement and pricing of 5G network slices. IEEE Consumer Communications & Networking Conference (CCNC), IEEE Consumer Communications & Networking Conference, Jan 2023, Las Vegas, United States. pp.883-884, ⟨10.1109/CCNC51644.2023.10059952⟩. ⟨hal-04444184⟩
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Lotfi Slim, Fetia Bannour. Hierarchical multi-agent deep reinforcement learning with an attention-based graph matching approach for multi-domain VNF-FG embedding. IEEE Global Communications Conference (GLOBECOM), Dec 2023, Kuala Lumpur, Malaysia. ⟨hal-04428590⟩
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Thomas Tournaire, Emmanuel Hyon, Hind Castel-Taleb. Efficient computation of optimal thresholds in cloud auto-scaling systems. ITC 35th - Networked Systems and Services (NSS), ITC, Oct 2023, Turin, Italy. pp.1-31. ⟨hal-04534768⟩
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Huy Quang Tran, Javier Errea, Van-Quan Pham, Dominique Verchere, Adlen Ksentini, et al.. Dynamic drift-adaptive ensemble-based quality of transmission classification framework in OTN. 2023 23rd International Conference on Transparent Optical Networks (ICTON), Jul 2023, Bucharest, France. pp.1-4, ⟨10.1109/ICTON59386.2023.10207229⟩. ⟨hal-04392273⟩
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Evgenii Vinarskii, Natalia Kushik, Nina Yevtushenko, Jorge López, Djamal Zeghlache. Timed transition tour for race detection in distributed systems. 18th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE ), Apr 2023, Prague, Czech Republic. pp.613-620, ⟨10.5220/0011986700003464⟩. ⟨hal-04322441⟩
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Xiong Wang, Jun Huang, Bizhao Shi, Zhe Ou, Guojie Luo, et al.. RF-SIFTER: sifting signals at layer-0.5 to mitigate wideband cross-technology interference for IoT. The 29th Annual International Conference on Mobile Computing and Networking (MobiCom '23), Oct 2023, Madrid, France. pp.1-14, ⟨10.1145/3570361.3592513⟩. ⟨hal-04309091⟩
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Lei Wang, Tao Gu, Wei Li, Haipeng Dai, Yong Zhang, et al.. DF-sense: multi-user acoustic sensing for heartbeat monitoring with dualforming. The 21st ACM International Conference on Mobile Systems, Applications and Services (MobiSys '23), Jun 2023, Helsinki, Finland. pp.1-13, ⟨10.1145/3581791.3596867⟩. ⟨hal-04309107⟩
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Fusang Zhang, Beihong Jin, Daqing Zhang. Ubiquitous wireless sensing - theory, technique and application. ACM Turing Award Celebration Conference (ACM TURC '23), ACM, Jul 2023, Wuhan, China. pp.33-34, ⟨10.1145/3603165.3607383⟩. ⟨hal-04311983⟩
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Fusang Zhang, Beihong Jin, Zitong Lan, Zhaoxin Chang, Daqing Zhang, et al.. Quantum wireless sensing: principle, design and implementation. The 29th Annual International Conference on Mobile Computing and Networking (MobiCom '23), Oct 2023, Madrid, Spain. pp.1-15, ⟨10.1145/3570361.3613258⟩. ⟨hal-04308202⟩
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2022

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Najoua Benalaya, Cedric Adjih, Anis Laouiti, Ichrak Amdouni, Leila Saidane. UAV search path planning for livestock monitoring. 2022 IEEE 11th IFIP International Conference on Performance Evaluation and Modeling in Wireless and Wired Networks (PEMWN), Nov 2022, Rome, Italy. pp.1-6, ⟨10.23919/PEMWN56085.2022.9963839⟩. ⟨hal-03935450⟩
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Aicha Dridi, Mohammed Laroui, Cherifa Boucetta, Hossam Afifi, Hassine Moungla. Reinforcement learning Vs ILP optimization in IoT support of drone assisted cellular networks. IEEE International Conference on Communications (ICC ), May 2022, Seoul, South Korea. pp.4589-4594, ⟨10.1109/ICC45855.2022.9838311⟩. ⟨hal-04173990⟩
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Salah Eddine Elayoubi, Nathalie Naddeh, Tijani Chahed, Sana Ben Jemaa. A large deviations model for latency outage for URLLC. 15th EAI International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS), EAI, Nov 2022, Virtuel - Online, France. pp.223-239, ⟨10.1007/978-3-031-31234-2_14⟩. ⟨hal-04251572⟩
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Cathia Le Hasif, Andrea Araldo, Stefania Dumbrava, Dimitri Watel. A graph-database approach to assess the impact of demand-responsive services on public transit accessibility. The 30th International Conference on Advances in Geographic Information Systems (SIGSPATIAL ), Nov 2022, Seattle Washington, United States. pp.1-4, ⟨10.1145/3557991.3567798⟩. ⟨hal-04233161⟩
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https://hal.science/hal-04233161/file/2210.08327.pdf BibTex
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Khouloud Hwerbi, Najoua Benalaya, Ichrak Amdouni, Anis Laouiti, Cédric Adjih, et al.. A Survey on the opportunities of blockchain and UAVs in agriculture. PEMWN 2022 - The 11th IFIP/IEEE international conference on performance evaluation and modeling in wired and wireless networks, Nov 2022, Rome, Italy. pp.1-6, ⟨10.23919/PEMWN56085.2022.9963871⟩. ⟨hal-03935440⟩
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https://inria.hal.science/hal-03935440/file/Opportunities_on_Blockchain_and_UAV_in_Agriculture__a_Survey.pdf BibTex
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Mohammed Laroui, Hassine Moungla, Hossam Afifi, Mohamed Selim, Ahmed Kamal. Intelligent reflecting surface aided vehicular edge computing. IEEE Global Communications Conference (GLOBECOM), IEEE, Dec 2022, Rio de Janeiro, Brazil. pp.5577-5582, ⟨10.1109/GLOBECOM48099.2022.10000899⟩. ⟨hal-04173982⟩
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Junqi Ma, Zhaoxin Chang, Fusang Zhang, Jie Xiong, Jiazhi Ni, et al.. Involving ultra-wideband in consumer-level devices into the ecosystem of wireless sensing. The 28th Annual International Conference on Mobile Computing and Networking (ACM MobiCom '22), Oct 2022, Sydney NSW, Australia. pp.758-760, ⟨10.1145/3495243.3558745⟩. ⟨hal-03959820⟩
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Junqi Ma, Zhaoxin Chang, Fusang Zhang, Jie Xiong, Beihong Jin, et al.. Mobi2Sense: enabling wireless sensing under device motions. The 28th Annual International Conference on Mobile Computing and Networking (ACM MobiCom '22), Oct 2022, Sydney NSW, Australia. pp.766-768, ⟨10.1145/3495243.3558748⟩. ⟨hal-03959829⟩
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Meroua Moussaoui, Emmanuel Bertin, Noel Crespi. 5G shortcomings and beyond-5G/6G requirements. International Conference on 6G Networking (6GNet), Jul 2022, Paris, France. ⟨10.1109/6GNet54646.2022.9830439⟩. ⟨hal-03656755⟩
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Nathalie Naddeh, Sana Ben Jemaa, Salah Eddine Elayoubi, Tijani Chahed. Anticipatory slice resource reservation for 5G vehicular URLLC based on radio statistics. 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), IEEE, Sep 2022, Kyoto, Japan. pp.22440154, ⟨10.1109/PIMRC54779.2022.9977792⟩. ⟨hal-04251601⟩
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Danny Qiu, Alassane Samba, Hossam Afifi, Yvon Gourhant. Transforming urban fabric into mobile call traffic signatures. IEEE International Conference on Communications (ICC), May 2022, Seoul, South Korea. pp.377-382, ⟨10.1109/ICC45855.2022.9838654⟩. ⟨hal-04173989⟩
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Olivier Rioul, Hang Nguyen. Non-asymptotic bounds of point-to-point communication with or without perfect feedback using alpha-information theory. ICCE 2022: IEEE 9th International Conference on Communications and Electronics (ICCE 2022), Jul 2022, Nha Trang, Vietnam. ⟨10.1109/ICCE55644.2022.9852067⟩. ⟨hal-03718719⟩
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Adel Mounir Said, Mohammed Laroui, Cherifa Boucetta, Hossam Afifi, Hassine Moungla. Optimal mobile IRS deployment with reinforcement learning encoder decoders. GLOBECOM 2022 - 2022 IEEE Global Communications Conference (GLOBECOM), Dec 2022, Rio de Janeiro, Brazil. pp.1966-1971, ⟨10.1109/GLOBECOM48099.2022.10001338⟩. ⟨hal-04173983⟩
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Daqing Zhang, Dan Wu, Kai Niu, Xuanzhi Wang, Fusang Zhang, et al.. Practical issues and challenges in CSI-based integrated sensing and communication. IEEE International Conference on Communications(ICC Workshops), IEEE, May 2022, Seoul, South Korea. pp.836-841, ⟨10.1109/ICCWorkshops53468.2022.9814523⟩. ⟨hal-03959925⟩
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https://arxiv.org/pdf/2204.03535 BibTex
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Fusang Zhang, Jie Xiong, Zhaoxin Chang, Junqi Ma, Daqing Zhang. Mobi2Sense: empowering wireless sensing with mobility. The 28th Annual International Conference on Mobile Computing and Networking (ACM MobiCom '22), Oct 2022, Sydney NSW, Australia. pp.268-281, ⟨10.1145/3495243.3560518⟩. ⟨hal-03959837⟩
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2021

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Massinissa Ait Aba, Maxime Elkael, Badii Jouaber, Hind Castel-Taleb, Andrea Araldo, et al.. A two-stage algorithm for the Virtual Network Embedding problem. LCN 2021: 46th conference on Local Computer Networks, Oct 2021, Edmonton (online), Canada. pp.395-398, ⟨10.1109/LCN52139.2021.9524968⟩. ⟨hal-03524809⟩
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Maxime Elkael, Hind Castel-Taleb, Badii Jouaber, Andrea Araldo, Massinissa Ait Aba. Improved Monte Carlo Tree Search for virtual network embedding. LCN 2021: 46th Conference on Local Computer Networks, Oct 2021, Edmonton (online), Canada. pp.605-612, ⟨10.1109/LCN52139.2021.9524975⟩. ⟨hal-03524805⟩
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Maria José Freire Hermelo, Antoine Lavignotte, Catherine Lepers. Dynamic modulation format and wavelength assignment in optical networks using reinforcement learning. Photonic Networks and Devices (Networks), Jul 2021, Washington, United States. pp.NeF2B.4, ⟨10.1364/NETWORKS.2021.NeF2B.4⟩. ⟨hal-04312830⟩
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Huy Tran Quang, Quan Pham-Van, Dominique Verchere, Huu-Trung Thieu, Djamal Zeghlache. Demonstration of ML-aided impairment-aware L0 path computation in fully disaggregated multi-vendor optical transport networks. Optical Fiber Communication Conference (OFC), Jun 2021, Washington, France. pp.M2B.6, ⟨10.1364/OFC.2021.M2B.6⟩. ⟨hal-04389490⟩
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Oussama Soualah, Omar Houidi, Djamal Zeghlache, Djamal Zeghlache. A monitoring aware strategy for 5G core slice embedding. The 35th International Conference on Advanced Information Networking and Applications (AINA), Springer, May 2021, Toronto, Canada. pp.727-744, ⟨10.1007/978-3-030-75075-6_60⟩. ⟨hal-04389527⟩
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2020

ref_biblio
Maria José Freire Hermelo, Dipankar Sengupta, Antoine Lavignotte, Christine Tremblay, Catherine Lepers. Dynamic power implementation with reinforcement learning for excursion-free amplified optical systems. 24th International Conference on Optical Network Design and Modelling, May 2020, Barcelona (Spain), Spain. ⟨hal-04312757⟩
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Catherine Lepers, Maria José Freire Hermelo, Antoine Lavignotte, Dipankar Sengupta, Christine Tremblay. Optical amplifier control in optical networks using machine learning. Photonic Networks and Devices (Networks), Jul 2020, Washington, United States. pp.NeM3B.5, ⟨10.1364/NETWORKS.2020.NeM3B.5⟩. ⟨hal-04304822⟩
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Erick Petersen, Jorge Lopez, Natalia Kushik, Claude Poletti, Djamal Zeghlache. On using SMT-solvers for modeling and verifying dynamic network emulators: (work in progress). NCA 2020: IEEE 19th International Symposium on Network Computing and Applications (NCA ), Nov 2020, Cambridge (online), United States. pp.1-3, ⟨10.1109/NCA51143.2020.9306731⟩. ⟨hal-03119384⟩
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2019

ref_biblio
Hang Nguyen. UEP turbo codes. WORKSHOP WICE, IEEE Global Communications Conference GLOBECOM, Dec 2019, Waikoka, Hawai, United States. ⟨hal-04493187⟩
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Hadjer Touati, Hind Castel-Taleb, Badii Jouaber, Sarah Akbarzadeh. Model-based optimization for JT CoMP in C-RAN. INFOCOM 2019: IEEE international conference on Computer Communications Workshops, Apr 2019, Paris, France. pp.403-409, ⟨10.1109/INFCOMW.2019.8845102⟩. ⟨hal-02460870⟩
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Hadjer Touati, Hind Castel-Taleb, Badii Jouaber, Sara Akbarzadeh. Queue-based model approximation for inter-cell coordination with service differentiation. 24th Symposium on Computers and Communications (ISCC ), IEEE, Jun 2019, Barcelona, Spain. pp.1-7, ⟨10.1109/ISCC47284.2019.8969691⟩. ⟨hal-04492400⟩
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2018

ref_biblio
Asma Berriri, Jorge López, Natalia Kushik, Nina Yevtushenko, Djamal Zeghlache. Towards model based testing for Software Defined Networks. ENASE 2018: 13th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE ), Mar 2018, Funchal, Madeira, Portugal. pp.440 - 446, ⟨10.5220/0006805604400446⟩. ⟨hal-01868877⟩
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Sarah Dahab, Erika Fernanda Silva Balocchi, Stephane Maag, Ana Rosa Cavalli, Wissam Mallouli. Enhancing software development process quality based on metrics correlation and suggestion. The 13th International Conference on Software Technologies (ICSOFT), Jul 2018, Porto, Portugal. pp.120 - 131, ⟨10.5220/0006856501540165⟩. ⟨hal-01977133⟩
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Jorge Eleazar Lopez Coronado, Natalia Kushik, Asma Berriri, Nina Yevtushenko, Djamal Zeghlache. Test derivation for SDN-enabled switches: a logic circuit based approach. IFIP International Conference on Testing Software and Systems (ICTSS), Oct 2018, Cádiz, Spain. pp.69 - 84, ⟨10.1007/978-3-319-99927-2_7⟩. ⟨hal-01990709⟩
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Amir Mohammadinejad, Reza Farahbakhsh, Noel Crespi. OPIU: opinion propagation in online social networks using influential users impact. 2018 IEEE International Conference on Communications (ICC 2018), IEEE, May 2018, Kansas City, France. pp.1-7, ⟨10.1109/ICC.2018.8422118⟩. ⟨hal-04517671⟩
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Hadjer Touati, Hind Castel-Taleb, Badii Jouaber, Sara Akbarzadeh, Ahlem Khlass. Modeling and performance evaluation of the eICIC/ABS in H-CRAN. Rencontres Francophones sur la Conception de Protocoles, l'Evaluation de Performance et l'Expérimentation des Réseaux de Communication, May 2018, Roscoff, France. ⟨hal-01785229⟩
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Nina Yevtushenko, Igor Burdonov, Alexandre Kossachev, Jorge Eleazar Lopez Coronado, Natalia Kushik, et al.. Test derivation for the software defined networking platforms: novel fault models and test completeness. IEEE East-West Design & Test Symposium (EWDTS), Sep 2018, Kazan, Russia. pp.1 - 6, ⟨10.1109/EWDTS.2018.8524712⟩. ⟨hal-01990717⟩
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2017

ref_biblio
Omar Houidi, Oussama Soualah, Wajdi Louati, Marouen Mechtri, Djamal Zeghlache, et al.. An efficient algorithm for virtual network function scaling. 2017 IEEE Global Communications Conference (GLOBECOM 2017), Dec 2017, Singapore, France. pp.1-7, ⟨10.1109/GLOCOM.2017.8254727⟩. ⟨hal-04404193⟩
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Duy-Huy Nguyen, Hang Nguyen, Renault Éric. Performance evaluation of E-MQS scheduler with Mobility in LTE heterogeneous network. IEEE International Conference on Communications ICC, May 2017, Paris, France. ⟨hal-04493190⟩
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https://hal.science/hal-04493190/file/ICC2017-HuyND-E-MQS%20Scheduler_Camera-ready.pdf BibTex
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Minh-Quang Nguyen, Hang Nguyen, Éric Renault, Yusheng Ji. Hybrid Source-Channel Coding with Bandwidth Expansion for Speech Data. 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), Jun 2017, Sydney (AUSTRALIA), Australia. ⟨hal-04493189⟩
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2016

ref_biblio
H. Pouyllau, B. Istasse, Shohreh Ahvar, Noel Crespi, I. Praça, et al.. FUSE-IT: Enhancing critical site supervision with cross-domain key performance indicators. GIIS - 2016 Global Information Infrastructure and Networking Symposium, Oct 2016, Porto, Portugal. ⟨10.1109/GIIS.2016.7814850⟩. ⟨cea-01809217⟩
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Book sections

2023

ref_biblio
Meroua Moussaoui, Emmanuel Bertin, Noel Crespi. Telecommunications Applications. Blockchain and Smart-Contract Technologies for Innovative Applications, 2023. ⟨hal-04174575⟩
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Erick Petersen, Jorge López, Natalia Kushik, Maxime Labonne, Claude Poletti, et al.. Dynamic link network emulation and validation of execution datasets. Evaluation of Novel Approaches to Software Engineering. Revised Selected Papers. Communications in Computer and Information Science 1829, 1829, Springer Nature Switzerland, pp.116-138, 2023, Communications in Computer and Information Science, 978-3-031-36597-3. ⟨10.1007/978-3-031-36597-3_6⟩. ⟨hal-04537149⟩
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Books

2023

ref_biblio
Noel Crespi, Roberto Minerva (Dir.). The digital twin. Springer International Publishing, pp.XII, 1238, 2023, 978-3-031-21343-4. ⟨10.1007/978-3-031-21343-4⟩. ⟨hal-04414802⟩
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2022

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Fetia Bannour, Sami Souihi, Abdelhamid Mellouk (Dir.). Software‐defined networking: Extending SDN control to large-scale networks. Wiley, 1, 2022, 9781394186181. ⟨10.1002/9781394186181⟩. ⟨hal-04428318⟩
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Patents

2023

ref_biblio
Hossam Afifi, Michel Marot. Method for estimating the number of people present in a given geographical area. France, Patent n° : US20220303716A1. 2023. ⟨hal-04173986⟩
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Hicham Hossayni, Imran Khan, Noel Crespi. Application programming interface implementation of consistent ontology model instantiation. France, Patent n° : CN115599373A. 2023. ⟨hal-04386303⟩
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2022

ref_biblio
Hicham Hossayni, Imran Khan, Noel Crespi. Application programming interface enablement of consistent ontology model instantiation. France, Patent n° : US2022414481A1. 2022. ⟨hal-04386296⟩
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2021

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Imran Khan, Hicham Hossayni, Noel Crespi. Maintenance data sanitization. France, Patent n° : US2022045406W. 2021. ⟨hal-04386487⟩
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2020

ref_biblio
Zephir Arnold, Bachir Danya, Vincent Gauthier, Yacoubi Mounim El, Khodabandelou Ghazaleh. Method of learning of estimation coefficients of the population and method of learning of estimation of the population. France, Patent n° : EP3471449. 2020. ⟨hal-04303861⟩
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2019

ref_biblio
Zephir Arnold, Danya Bachir, Vincent Gauthier, Yacoubi Mounim El, Khodabandelou Ghazaleh. Procédé d’apprentissage de coefficients d’estimation de la population, et procédé d’estimation de la population. France, Patent n° : FR3072536. 2019. ⟨hal-04303801⟩
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Mostafa Salehi, Saeedreza Shehnepoor, Reza Farahbakhsh, Noel Crespi. Method for detecting spam reviews written on websites. France, Patent n° : US 10467664 B2. 2019. ⟨hal-04386314⟩
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2017

ref_biblio
Mostafa Salehi, Saeedreza Shehnepoor, Reza Farahbakhsh, Noel Crespi. Method for detecting spam reviews written on websites. France, Patent n° : EP 16 305076.8. 2017. ⟨hal-04386287⟩
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2016

ref_biblio
Ehsan Ahvar, Shohreh Ahvar, Noel Crespi, Joaquin Garcia‐alfaro. Resource allocation method in distributed clouds. France, Patent n° : EP 15 305749.2. 2016. ⟨hal-04386333⟩
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2013

ref_biblio
Zhenzhen Zhao, Noel Crespi. Dig event. France, Patent n° : 13/310,877. 2013. ⟨hal-04389135⟩
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2012

ref_biblio
Noel Crespi, Zhenzhen Zhao. Systems and methods for service provision based on events. France, Patent n° : 12/909,898. 2012. ⟨hal-04389141⟩
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Khalil Ur Rehman Laghari, Bachir Chihani, Noel Crespi. QoE Based Framework for the assessment of Multimedia Services on Android Based Smart Phones. France, Patent n° : 12 56177. 2012. ⟨hal-04389120⟩
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2007

ref_biblio
Noel Crespi, Bassam El Saghir. Mécanisme SIP pour l’indication des capacités de terminaux. France, Patent n° : 07 58846. 2007. ⟨hal-04389180⟩
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Noel Crespi, Bassam El Saghir, Mehdi Mani. Infrastructure IMS. France, Patent n° : FR2889641 (A1). 2007. ⟨hal-04389203⟩
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ref_biblio
Bassam El Saghir, Noel Crespi. Multi-layered agent. France, Patent n° : 08 52067. 2007. ⟨hal-04389151⟩
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2006

ref_biblio
Noel Crespi. Procédé de fonctionnement d’un réseau opérant sous le protocole SIP et réseau mettant en œuvre un tel procédé. France, Patent n° : FR2873881 (A1). 2006. ⟨hal-04389213⟩
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2005

ref_biblio
Noel Crespi, Youssef Chadli. Procédé pour contrôler un échange d’informations entre un serveur d’application et un serveur de média au cours d’une session SIP et système d’échange de données mettant en œuvre un tel procédé. France, Patent n° : FR2870660 (A1). 2005. ⟨hal-04389229⟩
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Poster communications

2023

ref_biblio
Jialin Hao, Rola Naja, Djamal Zeghlache. Machine learning for road active safety global dynamic drone assisted lane change maneuver for risk prevention and collision avoidance: Global dynamic drone assisted lane change maneuver for risk prevention and collision avoidance. SAMOVAR Ph.D Day 2023, May 2023, Evry, France. , 2023. ⟨hal-04221843⟩
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https://hal.science/hal-04221843/file/Jialin_HAO_Poster.pdf BibTex
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Zhaobo Hu, Chuan Li, Vincent Gauthier, Hassine Moungla, Miguel Nunez del Prado Cortez. Spatio-temporal analysis of mobile service consumption for social signature clustering. Network Mobility (netmob), Oct 2023, Madrid, Spain. . ⟨hal-04289452⟩
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https://hal.science/hal-04289452/file/netmob2023.pdf BibTex
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Miguel Nunez del Prado Cortez, Vincent Gauthier, Gatien Roujanski, Hugo Alatrista Salas, M Tariverdi. Dynamic road network criticality computation using call detail records for enhancing healthcare accessibility. Network Mobility (netmob), Oct 2023, Madrid, France. ⟨hal-04291672⟩
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2019

ref_biblio
Maria José Freire Hermelo, Franck Gillet, Antoine Lavignotte, Catherine Lepers. Machine learning for optical amplifier control in optical networks. JNOG 2019 : 39ème Journées Nationales d'Optique Guidée, Jul 2019, Saclay, France. 2019. ⟨hal-02466472⟩
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Reports

2022

ref_biblio
Jialin Hao. Dataset generation for drone optimal placement using machine learning. Telecom SudParis; Institut Polytechnique de Paris. 2022. ⟨hal-04192400⟩
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https://hal.science/hal-04192400/file/Drone_optimal_placement_dataset_using_machine_learning.pdf BibTex

Theses

2024

ref_biblio
Jialin Hao. Machine learning for road active safety in vehicular networks. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2024. English. ⟨NNT : 2024IPPAS003⟩. ⟨tel-04517631⟩
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https://theses.hal.science/tel-04517631/file/129003_HAO_2024_archivage_final.pdf BibTex

2023

ref_biblio
Reda Ayassi. Artificial intelligence techniques to improve quality of transmission estimation in optical networks. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS016⟩. ⟨tel-04521259⟩
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https://theses.hal.science/tel-04521259/file/120603_AYASSI_2023_archivage_final.pdf BibTex
ref_biblio
Ayoub Ben Ameur. Artificial intelligence for resource allocation in multi-tenant edge computing. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS019⟩. ⟨tel-04419703⟩
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https://theses.hal.science/tel-04419703/file/126212_BEN_AMEUR_2023_archivage_final.pdf BibTex
ref_biblio
Zhenjiao Liu. Incomplete multi-view data clustering with hidden data mining and fusion techniques. Computer science. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS011⟩. ⟨tel-04419426⟩
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https://theses.hal.science/tel-04419426/file/146375LIU2023archivagefinal.pdf BibTex
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Danny Qiu. Nouvelles méthodes d'apprentissage automatique pour la planification des réseaux mobiles. Intelligence artificielle [cs.AI]. Institut Polytechnique de Paris, 2023. Français. ⟨NNT : 2023IPPAS010⟩. ⟨tel-04345569⟩
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https://theses.hal.science/tel-04345569/file/128979_QIU_2023_archivage_final.pdf BibTex
ref_biblio
Wenhao Shao. Enhancing Video Anomaly Detection by Leveraging Advanced Deep Learning Techniques. Cryptography and Security [cs.CR]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS012⟩. ⟨tel-04328688⟩
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https://theses.hal.science/tel-04328688/file/142899_SHAO_2023_archivage_final.pdf BibTex

Preprints, Working Papers, ...

2023

ref_biblio
Mohammed Abdullah, Yezekael Hayel, Alexandre Reiffers-Masson, Thierry Chonavel. Adaptive sampling for online learning spectral properties of networks. 2023. ⟨hal-04271546⟩
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https://imt-atlantique.hal.science/hal-04271546/file/Mohammad_Internship.pdf BibTex