José Antonio Lozano

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 20

Top Topics

Solving Optimization Problems

Validity Measures

Bregman Divergences

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Ainhize Barrainkua, Paula Gordaliza, José Antonio Lozano, Novi Quadrianto
Dancing in the Shadows: Harnessing Ambiguity for Fairer Classifiers. CoRR (2024)
Josu Ceberio, Alexander Mendiburu, José Antonio Lozano
A roadmap for solving optimization problems with estimation of distribution algorithms. Nat. Comput. 23 (1) (2024)
Ainhize Barrainkua, Paula Gordaliza, José Antonio Lozano, Novi Quadrianto
Uncertainty Matters: Stable Conclusions under Unstable Assessment of Fairness Results. AISTATS (2024)
Onintze Zaballa, Aritz Pérez, Elisa Gómez-Inhiesto, Teresa Acaiturri Ayesta, José Antonio Lozano
A probabilistic generative model to discover the treatments of coexisting diseases with missing data. Comput. Methods Programs Biomed. 243 (2024)
Marco Capó, Aritz Pérez, José Antonio Lozano
Fast $K$-Medoids With the $l_{1}$-Norm. IEEE Trans. Artif. Intell. 5 (4) (2024)
Mikel Malagon, Josu Ceberio, José Antonio Lozano
Craftium: An Extensible Framework for Creating Reinforcement Learning Environments. CoRR (2024)
Imanol Unanue, María Merino, José Antonio Lozano
Characterization of rankings generated by pseudo-Boolean functions. Swarm Evol. Comput. 86 (2024)
Gorka Kobeaga, Jairo Rojas-Delgado, María Merino, José Antonio Lozano
A revisited branch-and-cut algorithm for large-scale orienteering problems. Eur. J. Oper. Res. 313 (1) (2024)
Jon Vadillo, Roberto Santana, José Antonio Lozano, Marta Kwiatkowska
Uncertainty-Aware Explanations Through Probabilistic Self-Explainable Neural Networks. CoRR (2024)
Imanol Unanue, María Merino, José Antonio Lozano
The Natural Bias of Artificial Instances. CEC (2023)
Gia Sirbiladze, Janusz Kacprzyk, Bidzina Midodashvili, Bezhan Ghvaberidze, José Antonio Lozano, Tinatin Davitashvili
Dependable and Resilient Emergency MAGDM Approach for the Selection of HADCs. DESSERT (2023)
Xabier Benavides, Josu Ceberio, Leticia Hernando, José Antonio Lozano
New Knowledge about the Elementary Landscape Decomposition for Solving the Quadratic Assignment Problem. GECCO (2023)
Marco Capó, Aritz Pérez, José Antonio Lozano
Fast computation of cluster validity measures for bregman divergences and benefits. Pattern Recognit. Lett. 170 (2023)
Kaoutar Senhaji, Carlos A. Coello Coello, José Antonio Lozano
An Improved Version of MMOEA/DC Based on Alternative Clustering Definitions. CEC (2023)
Gia Sirbiladze, Janusz Kacprzyk, Bidzina Midodashvili, Bezhan Ghvaberidze, José Antonio Lozano, Tinatin Davitashvili
Evidence Theory and Fuzzy Discriminations in Dependable and Resilient Interactive MADM. Application in Emergency Psychiatric Diagnostics. DESSERT (2023)
Manuel Torralbo, Leticia Hernando, Ernesto Contreras-Torres, José Antonio Lozano
On the Use of Second Order Neighbors to Escape from Local Optima. GECCO (2023)
Josu Ircio, Aizea Lojo, Usue Mori, Simon Malinowski, José Antonio Lozano
Minimum Recall-Based Loss Function for Imbalanced Time Series Classification. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
José Antonio Lozano
Analyzing the Fourier Representation of Permutation-Based Combinatorial Optimization Problems. FOGA (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)
Ane Blázquez-García, Kristoffer Wickstrøm, Shujian Yu, Karl Øyvind Mikalsen, Ahcène Boubekki, Angel Conde, Usue Mori, Robert Jenssen, José Antonio Lozano
Selective Imputation for Multivariate Time Series Datasets With Missing Values. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)