Publications

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  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

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  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

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  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

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  XAI for Network Management

  Claudio Fiandrino, Pablo Fernández, Marco Fiore, Joerg Widmer

  Elsevier. ISBN: 978-0-443-29135-7. April 2025

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  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