Roberto Santana

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 16

Top Topics

Unified Framework

Neural Architecture

Imputation Methods

Top Venues

GECCO Companion

IEEE Trans. Neural Networks Learn. Syst.

Publications

Unai Garciarena, Roberto Santana, Alexander Mendiburu
Redefining Neural Architecture Search of Heterogeneous Multinetwork Models by Characterizing Variation Operators and Model Components. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Iker García, Roberto Santana
Filter method-based feature selection process for unattributed-identity multi-target regression problem. Expert Syst. Appl. 246 (2024)
Jéssica Leite, Fabiano Nhoatto, Antonio Jacob Jr., Roberto Santana, Fábio Manoel França Lobato
Computational Tools for Neuronal Morphometric Analysis: A Systematic Search and Review. Neuroinformatics 22 (3) (2024)
Rodrigo Carmo Terin, Zochil González Arenas, Roberto Santana
Identifying phase transitions in physical systems with neural networks: a neural architecture search perspective. CoRR (2024)
Iker García, Roberto Santana
Unified Framework for the Analysis of the Effect of Control Strategies on On-Load Tap-Changer's Automatic Voltage Controller. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Roberto Santana, Mauricio Romero Sicre
Optimal synthesis embeddings. CoRR (2024)
Imanol Echeverria, Maialen Murua, Roberto Santana
Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem. CoRR (2024)
Jon Vadillo, Roberto Santana, José Antonio Lozano, Marta Kwiatkowska
Uncertainty-Aware Explanations Through Probabilistic Self-Explainable Neural Networks. CoRR (2024)
Unai Garciarena, Roberto Santana, Alexander Mendiburu
Analyzing the interplay between transferable GANs and gradient optimizers. GECCO Companion (2023)
Roberto Santana, Irati Prol-Godoy, Ana Picallo-Pérez, Iñaki Inza
Evolved Neural Networks for Building Energy Prediction. SSCI (2023)
Arkaitz Bidaurrazaga, Aritz Pérez, Roberto Santana
Structural Restricted Boltzmann Machine for image denoising and classification. CoRR (2023)
Jon Vadillo, Roberto Santana, José Antonio Lozano
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions. J. Mach. Learn. Res. 24 (2023)
Imanol Echeverria, Maialen Murua, Roberto Santana
Solving large flexible job shop scheduling instances by generating a diverse set of scheduling policies with deep reinforcement learning. CoRR (2023)
Roberto Santana
The Impact of Imputation Methods on the Classification of Household Devices from Electricity Usage Time Series. SNAMS (2023)
César Montenegro, Roberto Santana, José Antonio Lozano
Introducing multi-dimensional hierarchical classification: Characterization, solving strategies and performance measures. Neurocomputing 533 (2023)
Roberto Santana, Ivan Hidalgo-Cenalmor, Unai Garciarena, Alexander Mendiburu, José Antonio Lozano
Neuroevolutionary algorithms driven by neuron coverage metrics for semi-supervised classification. GECCO Companion (2023)