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Ángel M. García-Vico
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An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects
AM García‐Vico, CJ Carmona, D Martín, M García‐Borroto, MJ del Jesus
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (1 …, 2018
722018
MOEA-EFEP: Multi-objective evolutionary algorithm for extracting fuzzy emerging patterns
ÁM García-Vico, CJ Carmona, P González, MJ del Jesus
IEEE Transactions on Fuzzy Systems 26 (5), 2861-2872, 2018
282018
Analysing concentrating photovoltaics technology through the use of emerging pattern mining
AM García-Vico, J Montes, J Aguilera, CJ Carmona, MJ del Jesus
International Joint Conference SOCO’16-CISIS’16-ICEUTE’16: San Sebastián …, 2017
262017
Spiking neural networks based on two-dimensional materials
JB Roldan, D Maldonado, C Aguilera-Pedregosa, E Moreno, F Aguirre, ...
npj 2D Materials and Applications 6 (1), 63, 2022
222022
Fepds: A proposal for the extraction of fuzzy emerging patterns in data streams
ÁM García-Vico, CJ Carmona, P Gonzalez, H Seker, MJ del Jesus
IEEE Transactions on Fuzzy Systems 28 (12), 3193-3203, 2020
132020
A big data approach for the extraction of fuzzy emerging patterns
ÁM García-Vico, P González, CJ Carmona, MJ del Jesus
Cognitive Computation 11, 400-417, 2019
132019
A first approach to handle fuzzy emerging patterns mining on big data problems: The EvAEFP-spark algorithm
AM García-Vico, P González, MJ del Jesus, CJ Carmona
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
132017
Análisis descriptivo mediante aprendizaje supervisado basado en patrones emergentes
CJ Carmona, FJ Pulgar-Rubio, AM García-Vico, P González, ...
Proceedings of the VII Simposio Teorıa y Aplicaciones de Minerıa de Datos …, 2015
112015
Clustering: an R library to facilitate the analysis and comparison of cluster algorithms
LAP Martos, ÁM García-Vico, P González, CJ Carmona
Progress in Artificial Intelligence 12 (1), 33-44, 2023
92023
E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments
AM Garcia-Vico, F Charte, P Gonzalez, D Elizondo, CJ Carmona
Neurocomputing 415, 60-73, 2020
72020
TSFEDL: A python library for time series spatio-temporal feature extraction and prediction using deep learning
I Aguilera-Martos, ÁM García-Vico, J Luengo, S Damas, FJ Melero, ...
Neurocomputing 517, 223-228, 2023
62023
Study on the use of different quality measures within a multi-objective evolutionary algorithm approach for emerging pattern mining in big data environments
ÁM García-Vico, P González, CJ Carmona, MJ del Jesus
Big Data Analytics 4, 1-15, 2019
52019
A distributed evolutionary fuzzy system-based method for the fusion of descriptive emerging patterns in data streams
ÁM García-Vico, CJ Carmona, P González, MJ del Jesus
Information Fusion 91, 412-423, 2023
42023
A preliminary analysis on software frameworks for the development of spiking neural networks
ÁM García-Vico, F Herrera
International Conference on Hybrid Artificial Intelligence Systems, 564-575, 2021
42021
Techniques for Evaluating Clustering Data in R
LA Pérez, AM García Vico, P González, CJ Carmona
The Clustering package, 2020
42020
Subgroup discovery on multiple instance data
JM Luna, CJ Carmona, AM García-Vico, MJ del Jesus, S Ventura
International Journal of Computational Intelligence Systems 12 (2), 1602-1612, 2019
42019
The influence of noise on the evolutionary fuzzy systems for subgroup discovery
J Luengo, AM García-Vico, MD Pérez-Godoy, CJ Carmona
Soft Computing 20, 4313-4330, 2016
32016
TSFEDL: A Python Library for Time Series Spatio-Temporal Feature Extraction and Prediction using Deep Learning (with Appendices on Detailed Network Architectures and …
I Aguilera-Martos, ÁM García-Vico, J Luengo, S Damas, FJ Melero, ...
arXiv preprint arXiv:2206.03179, 2022
22022
A comparison of techniques for virtual concept drift detection
ML González, J Sedano, ÁM García-Vico, JR Villar
16th International Conference on Soft Computing Models in Industrial and …, 2022
22022
A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams
ÁM García-Vico, C Carmona, P González, MJ del Jesus
Expert Systems with Applications 183, 115419, 2021
22021
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