Research output per year
Research output per year
Personal profile
Personal profile
Noël Crespi, professor, holds a Master’s from the Universities of Orsay and Kent, a diplome d’ingénieur from Telecom Paris, a Ph.D and an Habilitation from Sorbonne University. From 1993 he worked at CLIP, Bouygues Telecom and then France Telecom R&D. He joined Nortel Networks as Telephony Program manager. He joined Institut Mines-Telecom, Institut Polytechnique de Paris in 2002 and is currently professor and Program Director, leading the Data Intelligence and Communication Engineering Lab.
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Collaborations and top research areas from the last five years
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MultiSent-RAG: A retrieval and memory-augmented system for multilingual sentiment processing
Mnassri, K., Farahbakhsh, R. & Crespi, N., 1 Jan 2027, In: Information Processing and Management. 64, 1, 104990.Research output: Contribution to journal › Article › peer-review
Open Access -
A Context-Aware Predictive Access Control Scheme for Massive IoT Devices in Smart City Environments
Alvi, M., Alvi, E., Crespi, N., Minerva, R., Herath, M. & Dutta, H., 1 Jan 2026, 2026 IEEE 12th International Conference on Network Softwarization: Autonomous and Reliable Softwarized Networks in the Age of Distributed Intelligence, NetSoft 2026 - Proceedings. Chemouil, P., Schmid, S., Fajjari, I., Haque, I., Mattos, D., Borsatti, D. & Parzyjegla, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 90-98 9 p. (2026 IEEE 12th International Conference on Network Softwarization: Autonomous and Reliable Softwarized Networks in the Age of Distributed Intelligence, NetSoft 2026 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A Decision-Support Digital Twin Framework for Sustainable Urban Waste Collection Planning
Alvi, M., Minerva, R., Dutta, H., Herath, M. & Crespi, N., 1 Jan 2026, (Accepted/In press) In: Process Integration and Optimization for Sustainability.Research output: Contribution to journal › Article › peer-review
Open Access -
A Predictive Digital Twin Framework for Real-Time Urban Traffic Management
Alvi, M., Dutta, H., Myat, A. K., Minerva, R., Crespi, N., Herath, M. & Raza, S. M., 1 Aug 2026, In: IEEE Internet of Things Journal. 13, 15, p. 34501-34522 22 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
A Survey on Trustworthy Systems in ChatGPT-Like Large-Scale Generative AI Models: Security, Interpretability, Reliability, and Privacy Considerations
Li, D., Li, H., Li, J., Crespi, N., Minerva, R., Li, K. C., Hu, L. & Shao, W., 1 Jan 2026, Blockchain and Trustworthy Systems - 7th International Conference on Blockchain, Artificial Intelligence, and Trustworthy Systems, BlockSys 2025, Revised Selected Papers. Chen, J., Luo, X. & Yu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 249-260 12 p. (Communications in Computer and Information Science; vol. 2639 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Distributed Time-Slotted Channel Hopping in IoT Networks Using Multi-Agent Bernoulli Bandits
Dutta, H., Crespi, N. & Bhuyan, A. K., 1 Jan 2026, In: IEEE Transactions on Cognitive Communications and Networking. 12, p. 88-101 14 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Dual Mind World Model Inspired Network Digital Twin for Access Scheduling
Dutta, H., Minerva, R. & Crespi, N., 1 Jan 2026, In: IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops. 2026Research output: Contribution to journal › Conference article › peer-review
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Information Density as a Quantitative Measure for AI-Enabled Virtual Sensing: Feasibility and Limits
Dutta, H., Minerva, R., Farahbakhsh, R. & Crespi, N., 1 May 2026, In: IEEE Transactions on Sustainable Computing. 11, 3, p. 316-329 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Preface
Wang, X., Jiang, X., Crespi, N. & Ye, B., 1 Jan 2026, In: Lecture Notes in Computer Science. 16305 LNCS, p. viResearch output: Contribution to journal › Editorial
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Preface
Wang, X., Jiang, X., Crespi, N. & Ye, B., 1 Jan 2026, In: Lecture Notes in Computer Science. 16306 LNCS, p. v-viResearch output: Contribution to journal › Editorial