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J

José A. Lozano

University of the Basque Country UPV/EHU

52H-index
476Paper Count
1.6WCitation Count
Published Papers 109
Publication Date
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A Review on Self-Supervised Learning in Time Series Anomaly Detection: Recent Advances and Open Challenges
errACM Computing Surveys
IF28
err2025-11-20
err0
errOAAI
errAitor Sánchez-Ferrera; Borja Calvo; Jose A. Lozano
errShare
errSave
Transforming Combinatorial Optimization Problems in Fourier Space: Consequences and Uses
errIEEE Transactions on Evolutionary Computation
IF12
err2025-08-01
err0
errOAAI
errAnne Elorza; Xabier Benavides; Josu Ceberio; Leticia Hernando; Jose A. Lozano
errShare
errSave
Teacher privileged distillation: How to deal with imperfect teachers?
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-05-01
err0
PREAI
errMartinez-Garcia, Mario; Inza, Inaki; Lozano, Jose A.
errShare
errSave
Preserving the Fairness Guarantees of Classifiers in Changing Environments: A Survey
errACM COMPUTING SURVEYS
IF28
err2025-02-10
err0
errOAAI
errBarrainkua, Ainhize; Gordaliza, Paula; Lozano, Jose a.; Quadrianto, Novi
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errSave
Extending the learning using privileged information paradigm to logistic regression
errNEUROCOMPUTING
IF6.5
err2025-01-01
err0
PREAI
errMartinez-Garcia, Mario; Garcia-Gutierrez, Susana; Barrenada, Lasai; Inza, Inaki; Lozano, Jose A.
errShare
errSave
Adversarial Attacks in Explainable Machine Learning: A Survey of Threats Against Models and Humans
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2024-10-27
err0
errOAAI
errVadillo, Jon; Santana, Roberto; Lozano, Jose A.
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errSave
Characterization of rankings generated by pseudo-Boolean functions
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-04-01
err0
errOAAI
errUnanue, Imanol; Merino, Maria; Lozano, Jose A.
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errSave
A revisited branch-and-cut algorithm for large-scale orienteering problems
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-02-01
err2
errOAAI
errKobeaga, Gorka; Rojas-Delgado, Jairo; Merino, Maria; Lozano, Jose A.
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errSave
A probabilistic generative model to discover the treatments of coexisting diseases with missing data
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-01-01
err0
PREAI
errZaballa, Onintze; Perez, Aritz; Gomez-Inhiesto, Elisa; Acaiturri-Ayesta, Teresa; Lozano, Jose A.
errShare
errSave
Minimum Recall-Based Loss Function for Imbalanced Time Series Classification
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-10-01
err2
PREAI
errIrcio, Josu; Lojo, Aizea; Mori, Usue; Malinowski, Simon; Lozano, Jose A.
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errSave
A clinico-imaging predictive artificial intelligence model of relapse in colon cancer using baseline CT scans
errANNALS OF ONCOLOGY
IF65.4
err2023-10-01
err0
errOAAI
errBueno Gomez, A.; Busto, M.; Alcolado Jaramillo, A.; Monzonis Hernandez, X.; Fuster-Matanzo, A.; Carbonell-Asins, J. A.; Gomez-Alderete, A.; Gimeno-Valiente, F.; Lozano, J.; Vidal Barrull, J.; Bartolome, M. G.; Moreno Ruiz, P.; Jimenez Pastor, A.; Doldan-Martelli, V.; Cunat Romero, A.; Bellvis Bataller, F.; Gibert, J.; Montagut Viladot, C.; Cervantes, A.; Tarazona Llavero, N.
errShare
errSave
Selective Imputation for Multivariate Time Series Datasets With Missing Values
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-09-01
err4
errOAAI
errBlazquez-Garcia, Anehd; Wickstrom, Kristoffer; Yu, Shujian; Mikalsen, Karl Oyvind; Boubekki, Ahcene; Conde, Angel; Mori, Usue; Jenssen, Robert; Lozano, Jose A.
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errSave
Fast computation of cluster validity measures for bregman divergences and benefits
errPATTERN RECOGNITION LETTERS
IF3.3
err2023-06-01
err4
errOAAI
errCapo, Marco; Perez, Aritz; Lozano, Jose A.
errShare
errSave
Introducing multi-dimensional hierarchical classification: Characterization, solving strategies and performance measures
errNEUROCOMPUTING
IF6.5
err2023-05-01
err2
errOAAI
errMontenegro, C.; Santana, R.; Lozano, J. A.
errShare
errSave
Learning the progression patterns of treatments using a probabilistic generative model
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-01-01
err6
errOAAI
errZaballa, Onintze; Perez, Aritz; Gomez Inhiesto, Elisa; Ayesta, Teresa Acaiturri; Lozano, Jose A.
errShare
errSave
Early prediction of Ibex 35 movements
errJOURNAL OF FORECASTING
IF2.7
err2022-12-05
err1
errOAAI
errMiranda Garcia, I. Marta; Segovia-Vargas, Maria-Jesus; Mori, Usue; Lozano, Jose A.
errShare
errSave
Bayesian Performance Analysis for Algorithm Ranking Comparison
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2022-12-01
err2
PREAI
errRojas-Delgado, Jairo; Ceberio, Josu; Calvo, Borja; Lozano, Jose A.
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errSave
EDA plus plus : Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2022-10-01
err8
errOAAI
errShirazi, Abolfazl; Ceberio, Josu; Lozano, Jose A.
errShare
errSave
Ad-hoc explanation for time series classification
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-09-01
err3
errOAAI
errAbanda, A.; Mori, U.; Lozano, J. A.
errShare
errSave
Time series classifier recommendation by a meta-learning approach
errPATTERN RECOGNITION
IF7.6
err2022-08-01
err7
errOAAI
errAbanda, A.; Mori, U.; Lozano, Jose A.
errShare
errSave

Research Directions

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E
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Y
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