Roberto Santana

University of the Basque Country — Spain

Computer Science · Physical Sciences

27h-index3.7kcitations285works2.12yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(64), Evolutionary Algorithms and Applications(53), Advanced Multi-Objective Optimization Algorithms(46), Bayesian Modeling and Causal Inference(36), Neural Networks and Applications(27)

Publications285 total

Identifying Phase Transitions in the Classical Ising Model with Neural Networks: A Neural Architecture Search Perspective
Lecture notes in networks and systems·2025
VIDEM: VIDeo Effectiveness and Memorability Dataset
Lecture notes in computer science·2025· 1 cited
72 - E. COLI PORTADORAS DE BETALACTAMASAS DE ESPECTRO EXTENDIDO EN CRÍAS DE GUIRRE CANARIO
Gaceta Sanitaria·2025Open Access
Offline reinforcement learning for job-shop scheduling problems
Applied Soft Computing·2025· 3 cited
Uncovering Symptom-Lesion Associations Through Machine Learning
Journal of Minimally Invasive Gynecology·2025· 1 cited
Benchmarking MOEAs for solving continuous multi-objective RL problems
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025
Domain Adaptation-enhanced searchlight: enabling classification of brain states from visual perception to mental imagery
Brain Informatics·2025· 1 citedOpen Access
Neuroeboluzio Informazioaren Ustiapena: Iragana Aztertu Etorkizun Eraginkor Baterako
IkerGazte Nazioarteko ikerketa euskaraz·2025Open Access
Benchmarking MOEAs for solving continuous multi-objective RL problems
arXiv (Cornell University)·2025Open Access
DN<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si153.svg" display="inline" id="d1e1117"><mml:mi>k</mml:mi></mml:math>S: A distance-based neighborhood <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si153.svg" display="inline" id="d1e1122"><mml:mi>k</mml:mi></mml:math>-search algorithm for determining meter–transformer connectivity in low-voltage grids
Sustainable Energy Grids and Networks·2025
Análise de SWOT para auxiliar no planejamento do futuro de escolares superdotados em centro de inclusão escolar
Brazilian Journal of Health Review·2025Open Access
Redes Neurais na Identificação de Transições de Fase
VETOR - Revista de Ciências Exatas e Engenharias·2025Open Access
A pandemia do COVID-19 e a Defensoria Pública da Bahia Junto à população carcerária em Feira de Santana-BA
Revista Publicum·2025Open Access
Enhancing Accuracy and Explainability in Anomaly Classification with Large Language Models
Communications in computer and information science·2025· 2 cited
Stacking Llm Models' Predictions for Feature Selection in Anomaly Classification
2024
Fault Classification From Multivariate Time Series in Fan Coil Units: The Impact of the Temporal Component
2024
Leveraging constraint programming in a deep learning approach for dynamically solving the flexible job-shop scheduling problem
Expert Systems with Applications·2024· 15 citedOpen Access
DNkS: A Distance-based Neighborhood k-Search Algorithm for Determining Meter-Transformer Connectivity in Low-Voltage Grids
2024Open Access
Proposal for an Intelligent Methodology to Manage Energy in Buildings and Detect Anomalies as a Compass Towards Zero Energy Buildings (ZEB)
Applied Sciences·2024· 4 citedOpen Access
Continuous estimation of distribution algorithms for the parametric optimization of geothermal power plants
2024Open Access
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Frequent Co-authors

José A. Lozano(26), Pedro Larrañaga(21), Alexander Mendiburu(11), Concha Bielza(10), Carlos Echegoyen(6), Hossein Karshenas(4), Unai Garciarena(4), Siddhartha Shakya(4), Rubén Armañanzas(3), Aurora Pozo(3), Iñaki Inza(2), Vı́ctor Robles(2), Marta Soto(2), Murilo Zangari(2), C. Montenegro(2), Javier Mikel Olaso(2), Raquel Justo(2), M. Inés Torres(2), Ning Mei(2), David Soto(2)