Publications

2026

An Offline Analysis of Pareto Archiving Strategies in Multi-Objective Neural Architecture Search for Super-Resolution Image Restoration: Toward Improved Post-Search Decision Making

Sergio Sarmiento-Rosales, Víctor Adrián Sosa Hernández, Raúl Monroy, and Gregorio Toscano Pulido

IEEE Access, 14: 156204–156227, 2026

Journal article Publisher

Artificial Intelligence, Optimization, and Modeling Techniques in Water Resource Management: Interconnections and Emerging Synergies

Hoda S. Razavi, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Gregorio Toscano, Timothy Harrigan, and Lewis Linker

Water Environment Research, 98(1): e70246, 2026

Journal article Publisher

2024

Optimization of Deep Neural Networks Using a Micro Genetic Algorithm

Ricardo Landa, David Tovias-Alanis, and Gregorio Toscano

AI, 5(4): 2651–2679, 2024

Journal article Publisher

2022

Evolutionary Instance Selection Based on Preservation of the Data Probability Density Function

Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, and Gregorio Toscano-Pulido

Computación y Sistemas, 26(2): 853–866, 2022

Journal article Publisher

Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification

Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano-Pulido, and Juan Humberto Sossa-Azuela

Pattern Recognition. MCPR 2022, Springer LNCS 13264, pp. 105–115, 2022

Conference paper Best Paper Award Publisher

2021

Instance Selection Based on Linkage Trees

Samuel Tovias-Alanis, Wilfrido Gomez-Flores, and Gregorio Toscano-Pulido

18th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE 2021), Mexico City, pp. 1–6, 2021

Conference paper Publisher