Author

Yair E. Rivera-Julio

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Open access Oct 2026

Multi-Objective Minimal Feature Selection for Explainable-by-Design Classification: Equivalence-Aware Selection and Rashomon-Set Analysis Across Six Domains

High-stakes and regulated decision-support systems require predictive models that are simultaneously accurate and interpretable, yet accuracy is frequently obtained through opaque models whose behaviour is difficult to audit. This paper develops an explainable-by-design classification framework in which interpretabilit...

Roberto S. Porto Solano, Antonio Berlanga de Jesús, Jose M. Molina et al. · Machine Learning and Knowled... · 0 citations

Open access Sep 2026

Blockchain-Backed Revocation and Yang–Baxter Consistency Screening for Zero-Trust IoT Admission Control

IoT deployments handle credential hygiene reactively: cloned, replayed, or stale credentials are typically discovered only after misuse, and revocation state is often propagated through centralized lists whose integrity cannot be independently verified. This article introduces the Yang–Baxter IoT Consistency Gateway (Y...

Yair E. Rivera-Julio, Esmeide A. Leal-Narváez, Javier Prieto Tejedor · Italian National Conference... · 0 citations