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G

Gonzalo Nápoles

tilburg university

26H-index
182Paper Count
4.0KCitation Count
Published Papers 46
Publication Date
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Output Correction of Recurrence-Aware Long-Term Cognitive Network Classifiers
errBig Data and Cognitive Computing
IF4.4
err2026-06-01
err0
errOAAI
errGonzalo Nápoles; Isel Grau; Yamisleydi Salgueiro
errShare
errSave
Sparseness-Optimized Feature Importance for Time Series Classification
errIEEE Access
IF3.6
err2026-02-23
err0
errOAAI
errIsel Grau; Gonzalo Nápoles; Agnieszka Jastrzebska; Yamisleydi Salgueiro
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errSave
Backpropagation-Based Counterfactual Explanations for Quasi-Nonlinear Fuzzy Cognitive Maps
errieee transactions on systems, man, and cybernetics: systems
IF0
err2026-01-06
err0
PREAI
errMarios Tyrovolas; Gonzalo Nápoles; Chrysostomos Stylios
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errSave
Enhancing quasi-nonlinear long-term cognitive networks with temporal attention for pattern classification
errNeurocomputing
IF6.5
err2025-10-17
err0
PREAI
errGonzalo Nápoles; Yamisleydi Salgueiro
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errSave
Graph based transfer learning with orthogonal tunning for functionality size insights
errAutomated Software Engineering
IF3.1
err2025-10-06
err0
errOAAI
errRankovic, Nevena; Rankovic, Dragica; Napoles, Gonzalo; Zamberlan, Federico
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errSave
Classic Fuzzy Cognitive Maps Are Not Universal Approximators
errIEEE Transactions on Fuzzy Systems
IF11.9
err2025-08-19
err0
PREAI
errLeonardo Concepción; Gonzalo Nápoles; Yamisleydi Salgueiro; Koen Vanhoof
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errSave
Prediction of cart abandonment using imbalanced clickstream data in online shopping
errelectronic commerce research and applications
IF4.7
err2025-07-28
err0
PREAI
errFabian Waldmann; Gonzalo Nápoles; Yamisleydi Salgueiro
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errSave
Inverse simulation learning of Quasi-Nonlinear Fuzzy Cognitive Maps
errNeurocomputing
IF6.5
err2025-07-08
err0
PREAI
errGonzalo Nápoles; Jose L. Salmeron; Yamisleydi Salgueiro
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errSave
Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive Maps
errNEUROCOMPUTING
IF6.5
err2025-04-01
err0
PREAI
errNapoles, Gonzalo; Grau, Isel; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi
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errSave
Learning of Fuzzy Cognitive Map models without training data
errNEUROCOMPUTING
IF6.5
err2025-03-01
err0
PREAI
errNapoles, Gonzalo; Grau, Isel; Concepcion, Leonardo; Salgueiro, Yamisleydi; Vanhoof, Koen
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errSave
Data Augmentation Techniques for fMRI Data: A Technical Survey
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errSanchez, Valentina; Guven, Cicek; Napoles, Gonzalo; Postma, Marie Safar
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errSave
Estimating the limit state space of quasi-nonlinear Fuzzy Cognitive Maps
errAPPLIED SOFT COMPUTING
IF6.6
err2025-01-01
err0
PREAI
errConcepcion, Leonardo; Napoles, Gonzalo; Jastrzebska, Agnieszka; Grau, Isel; Salgueiro, Yamisleydi
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errSave
A revised cognitive mapping methodology for modeling and simulation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-09-01
err1
PREAI
errNapoles, Gonzalo; Grau, Isel; Salgueiro, Yamisleydi
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errSave
ExplainLFS: Explaining neural architectures for similarity learning from local perturbations in the latent feature space
errINFORMATION FUSION
IF15.5
err2024-08-01
err0
errOAAI
errBello, Marilyn; Costa, Pablo; Napoles, Gonzalo; Mesejo, Pablo; Cordon, Oscar
errShare
errSave
Backpropagation through time learning for recurrence-aware long-term cognitive networks
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-07-01
err1
errOAAI
errNapoles, Gonzalo; Jastrzebska, Agnieszka; Grau, Isel; Salgueiro, Yamisleydi
errShare
errSave
Forward Composition Propagation for Explainable Neural Reasoning
errIEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF11.2
err2024-02-01
err1
errOAAI
errGrau, Isel; Napoles, Gonzalo; Bello, Marilyn; Salgueiro, Yamisleydi; Jastrzebska, Agnieszka
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errSave
On the interpretability of Fuzzy Cognitive Maps
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-12-01
err7
errOAAI
errNapoles, Gonzalo; Rankovic, Nevena; Salgueiro, Yamisleydi
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errSave
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-10-01
err11
errOAAI
errNapoles, Gonzalo; Salgueiro, Yamisleydi; Grau, Isel; Espinosa, Maikel Leon
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errSave
Presumably correct decision sets
errPATTERN RECOGNITION
IF7.6
err2023-09-01
err2
errOAAI
errNapoles, Gonzalo; Grau, Isel; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi
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errSave
Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-02-01
err12
PREAI
errJastrzebska, Agnieszka; Napoles, Gonzalo; Homenda, Wladyslaw; Vanhoof, Koen
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
N
Nanné K. de Vries
H-index: 76 · Papers: 578
J
João Paulo Papa
H-index: 57 · Papers: 500
E
Elpiniki I. Papageorgiou
H-index: 55 · Papers: 308
Ó
Óscar Cordón
H-index: 50 · Papers: 375
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