Author

Domenico Ciuonzo

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#explainable ai Preprint Aug 2026

XAI2CSI: Interpreting CSI with eXplainable AI for Human Activity Recognition

This paper introduces XAI2CSI, a framework that leverages eXplainable Artificial Intelligence (XAI) to analyze DL-based CSI sensing systems and employs SAGE, a model-agnostic explainability method, to quantify temporal, spectral, and spatial CSI contributions to HAR decisions under nominal and cross-context evaluations...

Idio Guarino, Alfredo Nascita, Domenico Ciuonzo et al. · 0 citations

Preprint Jul 2026

A Stochastic Optimization Framework for RIS-Aided Wireless Network Design

A stochastic optimization framework for RIS-aided wireless networks based on continuous versions of the cross-entropy and Metropolis-Hastings methods that directly handles continuous variables and can be readily applied to discrete settings through relaxation and projection is developed.

Davide Gagliardi, Alessio Zappone, Domenico Ciuonzo et al. · 0 citations