E.T.S. DE INGENIERÍAS INFORMÁTICA Y DE TELECOMUNICACIÓN
FACULTAD
Universidad Pública de Navarra
Pamplona, EspañaPublicaciones en colaboración con investigadores/as de Universidad Pública de Navarra (68)
2024
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ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques
IEEE Transactions on Fuzzy Systems, Vol. 32, Núm. 4, pp. 1915-1926
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Extremal values-based aggregation functions
Fuzzy Sets and Systems, Vol. 493-494
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Quantifying External Information in Social Network Analysis: An Application to Comparative Mythology
IEEE Transactions on Cybernetics, Vol. 54, Núm. 6, pp. 3417-3430
2023
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A crowdsourcing database for the copy-number variation of the Spanish population
Human Genomics, Vol. 17, Núm. 1
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Generalizing max pooling via (a,b)-grouping functions for Convolutional Neural Networks
Information Fusion, Vol. 99
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The Krypteia ensemble: Designing classifier ensembles using an ancient Spartan military tradition
Information Fusion, Vol. 90, pp. 283-297
2022
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Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks
Proceedings of the Annual Hawaii International Conference on System Sciences
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Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification
Communications in Computer and Information Science
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Replacing pooling functions in Convolutional Neural Networks by linear combinations of increasing functions
Neural networks : the official journal of the International Neural Network Society, Vol. 152, pp. 380-393
2021
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EUSC: A clustering-based surrogate model to accelerate evolutionary undersampling in imbalanced classification
Applied Soft Computing, Vol. 101
2020
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A Hybrid Surrogate Model for Evolutionary Undersampling in Imbalanced Classification
2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings
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Community detection and social network analysis based on the Italian wars of the 15th century
Future Generation Computer Systems, Vol. 113, pp. 25-40
2019
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Guest Editorial: Computational Intelligence for Big Data Analytics
Cognitive Computation
2018
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A Preliminary Study of the Feasibility of Global Evolutionary Feature Selection for Big Datasets under Apache Spark
2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings
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Dynamic ensemble selection for multi-class classification with one-class classifiers
Pattern Recognition, Vol. 83, pp. 34-51
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Improving fuzzy rule based classification systems in big data via support-based filtering
IEEE International Conference on Fuzzy Systems
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NMC, Nearest Matrix Classification: a new combination model for pruning one-vs-one ensembles by transforming the aggregation problem
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2017
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A first attempt on global evolutionary undersampling for imbalanced big data
2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
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Adding fuzzy color information for image classification
IEEE International Conference on Fuzzy Systems
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NMC: nearest matrix classification – A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem
Information Fusion, Vol. 36, pp. 26-51