C
search
search
reviewers
reviewers
feeds
feeds
assignments
assignments
settings
logout
Roberto Santana
ORCID
Publication Activity (10 Years)
Years Active: 2023-2023
Publications (10 Years): 8
Top Topics
Denoising
Imputation Methods
Job Shop Scheduling
Neural Network
Top Venues
CoRR
GECCO Companion
SNAMS
J. Mach. Learn. Res.
</>
Publications
</>
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)