Pablo Fernández Pérez

According to our database, Pablo Fernández Pérez authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

AIChronoLens: AI/ML Explainability for Time Series Forecasting in Mobile Networks.

Pablo Fernández Pérez, Claudio Fiandrino, Eloy Pérez Gómez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer

IEEE Trans. Mob. Comput., August, 2025

Demo: Explaining Time Series Interactively with ChronoProf.

Pablo Fernández Pérez, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer

Proceedings of the 26th IEEE International Symposium on a World of Wireless, 2025

ChronoProf: Profiling Time Series Forecasters and Classifiers in Mobile Networks with Explainable AI.

Pablo Fernández Pérez, Iñaki Bravo, Anirudh Kamath, Claudio Fiandrino, Joerg Widmer

Proceedings of the 26th IEEE International Symposium on a World of Wireless, 2025

Ph.D. Forum: Explainable AI for Time Series Analysis in 5G/6G Operations.

Pablo Fernández Pérez

Proceedings of the 26th IEEE International Symposium on a World of Wireless, 2025

2024

An In-Depth Analysis of Advanced Time Series Forecasting Models for the Open RAN.

Pablo Fernández Pérez, Claudio Fiandrino, Marco Fiore, Joerg Widmer

Proceedings of the IEEE INFOCOM 2024, 2024

Dissecting Advanced Time Series Forecasting Models with AICHRONOLENS.

Pablo Fernández Pérez, Claudio Fiandrino, Marco Fiore, Joerg Widmer

Proceedings of the IEEE INFOCOM 2024, 2024

AIChronoLens: Advancing Explainability for Time Series AI Forecasting in Mobile Networks.

Claudio Fiandrino, Eloy Pérez Gómez, Pablo Fernández Pérez, Hossein Mohammadalizadeh, Marco Fiore, Joerg Widmer

Proceedings of the IEEE INFOCOM 2024, 2024

2023

Characterizing and Modeling Mobile Networks User Traffic at Millisecond Level.

Pablo Fernández Pérez, Claudio Fiandrino, Joerg Widmer

Proceedings of the 17th ACM Workshop on Wireless Network Testbeds, 2023