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M
María José del Jesús
universidad de jaen
42
H-index
246
Paper Count
8.6K
Citation Count
0
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Published Papers
56
Publication Date
Publication Date
Impact Factor
Citations
Co-Explainers: A Position on Interactive XAI for Human–AI Collaboration as a Harm-Mitigation Infrastructure
Machine Learning and Knowledge Extraction
IF
6
2026-03-10
0
OA
AI
Francisco Herrera; Salvador García; María José del Jesus; Luciano Sánchez; Marcos López de Prado
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Reducing Experimentation Training Overhead in Time Series Forecasting through LLM Adaptation
INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT II
IF
0
2026-01-01
0
PRE
AI
German-Morales, M.; Rivera, A. J.; del Jesus, M. J.; Carmona, C. J.
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Preliminary Analysis of Loss Functions in Generative Model Inversion Attacks
INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT II
IF
0
2026-01-01
0
PRE
AI
Moreno, F.; Rivera, A.; del Jesus, M. J.; Perez-Godoy, M. D.
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MORENA: Empty Images Detection Based on Unsupervised Reconstruction Error Analysis
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I
IF
0
2026-01-01
0
PRE
AI
de la Rosa, David; Jose del Jesus, Maria; Perez-Godoy, Maria Dolores; Charte, Francisco
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Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations
INFORMATION FUSION
IF
15.5
2025-06-07
0
OA
AI
German-Morales, M.; Rivera-Rivas, A. J.; Diaz, M. J. del Jesus; Carmona, C. J.
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mldr.resampling: Efficient reference implementations of multilabel resampling algorithms
NEUROCOMPUTING
IF
6.5
2023-11-01
0
OA
AI
Rivera, Antonio J.; Davila, Miguel A.; Elizondo, D.; del Jesus, Maria J.; Charte, Francisco
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XAIRE: An ensemble-based methodology for determining the relative importance of variables in regression tasks. Application to a hospital emergency department
ARTIFICIAL INTELLIGENCE IN MEDICINE
IF
6.2
2023-03-01
3
OA
AI
Rivera, A. J.; Munoz, J. Cobo; Perez-Goody, M. D.; de San Pedro, B. Saenz; Charte, F.; Elizondo, D.; Rodriguez, C.; Abolafia, M. L.; Perea, A.; del Jesus, M. J.
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A distributed evolutionary fuzzy system-based method for the fusion of descriptive emerging patterns in data streams
INFORMATION FUSION
IF
15.5
2023-03-01
3
PRE
AI
Garcia-Vico, A. M.; Carmona, C. J.; Gonzalez, P.; del Jesus, M. J.
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Analysis of clustering methods for crop type mapping using satellite imagery
NEUROCOMPUTING
IF
6.5
2022-07-01
13
OA
AI
Rivera, Antonio J.; Perez-Godoy, Maria D.; Elizondo, David; Deka, Lipika; del Jesus, Maria J.
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A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2021-11-01
0
PRE
AI
Garcia-Vico, Angel M.; Carmona, Cristobal; Gonzalez, Pedro; del Jesus, Maria J.
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FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams
IEEE TRANSACTIONS ON FUZZY SYSTEMS
IF
11.9
2020-12-01
9
OA
AI
Garcia-Vico, Angel Miguel; Carmona, Cristobal J.; Gonzalez, Pedro; Seker, Huseyin; del Jesus, Maria J.
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An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges
NEUROCOMPUTING
IF
6.5
2020-09-01
44
OA
AI
Charte, David; Charte, Francisco; del Jesus, Maria J.; Herrera, Francisco
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Choosing the proper autoencoder for feature fusion based on data complexity and classifiers: Analysis, tips and guidelines
INFORMATION FUSION
IF
15.5
2020-02-01
31
PRE
AI
Pulgar, Francisco J.; Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.
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Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF
11.2
2019-02-01
136
OA
AI
Fernandez, Alberto; Herrera, Francisco; Cordon, Oscar; del Jesus, Maria Jose; Marcelloni, Francesco
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A Big Data Approach for the Extraction of Fuzzy Emerging Patterns
COGNITIVE COMPUTATION
IF
4.3
2019-01-04
9
PRE
AI
Miguel Garcia-Vico, Angel; Gonzalez, Pedro; Jose Carmona, Cristobal; del Jesus, Maria Jose
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REMEDIAL-HwR: Tackling multilabel imbalance through label decoupling and data resampling hybridization
NEUROCOMPUTING
IF
6.5
2019-01-01
30
OA
AI
Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco
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Dealing with difficult minority labels in imbalanced mutilabel data sets
NEUROCOMPUTING
IF
6.5
2019-01-01
45
OA
AI
Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco
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Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2018-11-01
23
PRE
AI
Maria Luna, Jose; Pechenizkiy, Mykola; Jose del Jesus, Maria; Ventura, Sebastian
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MOEA-EFEP: Multi-Objective Evolutionary Algorithm for Extracting Fuzzy Emerging Patterns
IEEE TRANSACTIONS ON FUZZY SYSTEMS
IF
11.9
2018-10-01
13
PRE
AI
Miguel Garcia-Vico, Angel; Jose Carmona, Cristobal; Gonzalez, Pedro; Jose del Jesus, Maria
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Tips, guidelines and tools for managing multi-label datasets: The mldr.datasets R package and the Cometa data repository
NEUROCOMPUTING
IF
6.5
2018-05-01
23
OA
AI
Charte, Francisco; Rivera, Antonio J.; Charte, David; del Jesus, Mara J.; Herrera, Francisco
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Research Directions
No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
E
Eulógio Castro
H-index: 61 · Papers: 305
S
Salvador García
H-index: 61 · Papers: 300
S
Sebastián Ventura
H-index: 58 · Papers: 427
Ó
Óscar Cordón
H-index: 50 · Papers: 375
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