IMDEA Networks
Publications
Deep Learning-based Multivariate Time Series Classification for Indoor/Outdoor Detection
Stefanos Bakirtzis, Kehai Qiu, Ian Wassell, Marco Fiore, Jie Zhang
IEEE Internet of Things Journal. 10.1109/JIOT.2022.3190555. ISSN: 2327-4662. July 2022
Global Mobile Network Aggregators: Taxonomy, Roaming Performance and Optimization
Sergi Alcalá-Marín, Aravindh Raman, Weili Wu, Andra Lutu, Marcelo Bagnulo, Ozgu Alay, Fabián Bustamante
ACM SIGMOBILE International Conference on Mobile Systems, Applications and Services. Portland, OR, USA. June 2022
Forecasting for Network Management with Joint Statistical Modelling and Machine Learning
Leonardo Lo Schiavo, Marco Fiore, Marco Gramaglia, Albert Banchs, Xavier Costa-Perez
10.1109/WoWMoM54355.2022.00028. IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. June 2022
Towards Native Explainable and Robust AI in 6G Networks (Poster)
Giulia Attanasio, Serly Moghadas Gholian, Claudio Fiandrino, Marco Fiore, Joerg Widmer
12th IMDEA Networks Annual International Workshop. Madrid, Spain. June 2022
Beyond Voronoi: Plain Probabilistic Spatial Coverage Inference from Base Station Deployments (Poster)
Orlando E. Martínez-Durive, Theo Couturieux, Cezary Ziemlicki, Marco Fiore
12th IMDEA Networks Annual International Workshop. Madrid, Spain. June 2022
Implementation and Scalability Evaluation of Random Forests for In-Switch Inference (Poster)
Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
12th IMDEA Networks Annual International Workshop. Madrid, Spain. June 2022
Toward Native Explainable and Robust AI in 6G Networks: Current State, Challenges and Road Ahead
Claudio Fiandrino, Giulia Attanasio, Marco Fiore, Joerg Widmer
Computer Communications. https://doi.org/10.1016/j.comcom.2022.06.036. Elsevier. June 2022
LossLeaP: Learning to Predict for Intent-Based Networking
Alan Collet, Albert Banchs, Marco Fiore
IEEE International Conference on Computer Communications. virtual. May 2022
Impact of Later-Stages COVID-19 Response Measures on Spatiotemporal Mobile Service Usage
André Felipe Zanella, Orlando E. Martínez-Durive, Sachit Mishra, Zbigniew Smoreda, Marco Fiore
IEEE International Conference on Computer Communications. Virtual. May 2022
Coded Caching in Land Mobile Satellite Systems
Hui Zhao, Antonio Bazco-Nogueras, Petros Elia
IEEE International Conference on Communications. Seoul, South Korea. May 2022
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