Diego Armando Perez-Rosero

According to our database, Diego Armando Perez-Rosero authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Explainable AI-Based Connectivity Learning for ADHD Detection from EEG Signals.

Diego Armando Perez-Rosero, Noelia Belén Rios, Andrés Marino Álvarez-Meza, María Paula Bonomini

Proceedings of the Artificial Intelligence for Neuroscience, Mental Health, and Neurodegenerative Disorders, 2026

Text-Conditioned Semantic Aggregation for Audio-Based Multiple-Instance Learning in Depression Detection.

Alejandro Patiño-Bedoya, Diego Armando Perez-Rosero, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez

Proceedings of the Artificial Intelligence for Neuroscience, Mental Health, and Neurodegenerative Disorders, 2026

2025

Notes on Kernel Methods in Machine Learning.

Diego Armando Perez-Rosero, Danna Valentina Salazar-Dubois, Juan Camilo Lugo-Rojas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez

CoRR, November, 2025

An Interpretable Artificial Intelligence Approach for Reliability and Regulation-Aware Decision Support in Power Systems.

Diego Armando Perez-Rosero, Santiago Pineda-Quintero, Juan Carlos Álvarez-Barreto, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez

Comput., 2025

An Explainable Framework Integrating Local Biplots and Gaussian Processes for Unemployment Rate Prediction in Colombia.

Diego Armando Perez-Rosero, Diego Alejandro Manrique-Cabezas, Jenniffer Carolina Triana-Martinez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez

Comput., 2025

2024

A Regularized Physics-Informed Neural Network to Support Data-Driven Nonlinear Constrained Optimization.

Diego Armando Perez-Rosero, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez

Comput., July, 2024