SOFT COMPUTING Y SISTEMAS DE INFORMACIÓN INTELIGENTES
SCI2S
Universidade de Vigo
Vigo, EspañaPublicaciones en colaboración con investigadores/as de Universidade de Vigo (29)
2020
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COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images
IEEE Journal of Biomedical and Health Informatics, Vol. 24, Núm. 12, pp. 3595-3605
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FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations
Information Fusion, Vol. 63, pp. 188-195
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Learning cross-lingualword embeddings from Twitter via distant supervision
Proceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020
2014
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Automatic parameter tuning for Evolutionary Algorithms using a Bayesian Case-Based Reasoning system
Applied Soft Computing Journal, Vol. 18, pp. 185-195
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Embedding evolutionary multiobjective optimization into fuzzy linguistic combination method for fuzzy rule-based classifier ensembles
IEEE International Conference on Fuzzy Systems
2013
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Fingrams: Visual representations of fuzzy rule-based inference for expert analysis of comprehensibility
IEEE Transactions on Fuzzy Systems, Vol. 21, Núm. 6, pp. 1133-1149
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On applying random oracles to fuzzy rule-based classifier ensembles for high complexity datasets
8th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2013 - Advances in Intelligent Systems Research
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Random oracles fuzzy rule-based multiclassifiers for high complexity datasets
IEEE International Conference on Fuzzy Systems
2010
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Experimental evaluation of an automatic parameter setting system
Expert Systems with Applications, Vol. 37, Núm. 7, pp. 5224-5238
2009
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A multi-agent system approach for algorithm parameter tuning
Advances in Intelligent and Soft Computing
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Automatic parameter tuning with a Bayesian case-based reasoning system. A case of study
Expert Systems with Applications, Vol. 36, Núm. 2 PART 2, pp. 3407-3420
2008
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A model for parameter setting based on Bayesian networks
Engineering Applications of Artificial Intelligence, Vol. 21, Núm. 1, pp. 14-25
2006
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An adjustment model in a geometric constraint solving problem
Proceedings of the ACM Symposium on Applied Computing
2005
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Hybrid crossover operators for real-coded genetic algorithms: An experimental study
Soft Computing, Vol. 9, Núm. 4, pp. 280-298
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Searching the solution space in constructive geometric constraint solving with genetic algorithms
Applied Intelligence, Vol. 22, Núm. 2, pp. 109-124
2004
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GA and CHC. Two evolutionary algorithms to solve the root identification problem in geometric constraint solving
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 3039, pp. 139-146
2003
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A Multiobjective Genetic Algorithm for Feature Selection and Data Base Learning in Fuzzy-Rule Based Classification Systems
Intelligent Systems for Information Processing: From Representation to Applications (Elsevier B.V.), pp. 315-326
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A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study
International Journal of Intelligent Systems, Vol. 18, Núm. 3, pp. 309-338
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Genetic algorithms for root multiselection in constructive geometric constraint solving
Computers and Graphics (Pergamon)
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Linguistic modeling with hierarchical systems of weighted linguistic rules
International Journal of Approximate Reasoning, Vol. 32, Núm. 2-3, pp. 187-215