IMDEA Networks
Publications
CHRONOPROF: Profiling Time Series Forecasters and Classifiers in Mobile Networks with Explainable AI
Pablo Fernández, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. May 2025
Ph.D. Forum: Explainable AI for Time Series Analysis in 5G/6G Operations (Other)
Pablo Fernández, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Fort Worth, Texas, USA. May 2025
Demo: Explaining Time Series Interactively with CHRONOPROF (Demo)
Pablo Fernández, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Fort Worth, Texas, USA. May 2025
How mature is 5G deployment? A cross-sectional, year-long study of 5G uplink performance
Imran Khan, Moinak Ghoshal, Joana Angjo, Sigrid Dimce, Mushahid Hussain, Paniz Parastar, Yenchia Yu, Xueting Yeng, Sumit Hawal, Shirui Huang, Ameya Rane, Yin Wang, Claudio Fiandrino, Charalampos Orfanidis, Shivang Aggarwal, Ana C Aguiar, Ozgu Alay, Carla Fabiana Chiasserini, Falko Dressler, Y. Charlie Hu, Steven Y. Ko, Dimitrios Koutsonikolas, Joerg Widmer
Computer Communications. 10.1016/j.comcom.2025.108153. Elsevier. April 2025
XAI for Network Management
Claudio Fiandrino, Pablo Fernández, Marco Fiore, Joerg Widmer
Elsevier. ISBN: 978-0-443-29135-7. April 2025
AIChronoLens: AI/ML Explainability for Time Series Forecasting in Mobile Networks
Pablo Fernández, Claudio Fiandrino, Eloy Perez Gomez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. 10.1109/TMC.2025.3554035. IEEE. March 2025
DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI
Serly Moghadas Gholian, Claudio Fiandrino, Narseo Vallina-Rodríguez, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. IEEE. January 2025
Demystifying Resource Allocation Policies in Operational 5G mmWave Networks
Phuc Dinh, Moinak Ghoshal, Yunmeng Han, Yufei Feng, Dimitrios Koutsonikolas, Joerg Widmer
IEEE/ACM Transactions on Networking. IEEE/ACM. January 2025
Sensing in Bi-Static ISAC Systems with Clock Asynchronism: A Signal Processing Perspective
Kai Wu, Jacopo Pegoraro, Francesca Meneghello, Andrew Zhang, Jesus Omar Lacruz, Joerg Widmer, Francesco Restuccia, Michele Rossi, Xiaojing Huang, Daqing Zhang, Giuseppe Caire, Y Jay Guo
IEEE Signal Processing Magazine. IEEE. November 2024
HiSAC: high-resolution sensing with multiband communication signals
Jacopo Pegoraro, Jesus Omar Lacruz, Michele Rossi, Joerg Widmer
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems. Hangzhou, China. November 2024
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