Publicaciones en las que colabora con Salvador Aguilar Ruiz (77)
2012
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Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches
Expert Systems with Applications, Vol. 39, Núm. 12, pp. 11094-11102
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Searching for rules to detect defective modules: A subgroup discovery approach
Information Sciences, Vol. 191, pp. 14-30
2011
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Discovery of motifs to forecast outlier occurrence in time series
Pattern Recognition Letters, Vol. 32, Núm. 12, pp. 1652-1665
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Energy time series forecasting based on pattern sequence similarity
IEEE Transactions on Knowledge and Data Engineering, Vol. 23, Núm. 8, pp. 1230-1243
2010
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Inferring gene regression networks with model trees
BMC Bioinformatics, Vol. 11
2009
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Finding defective software modules by means of data mining techniques
IEEE Latin America Transactions
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Searching for rules to find defective modules in unbalanced data sets
Proceedings - 1st International Symposium on Search Based Software Engineering, SSBSE 2009
2008
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Efficient Incremental-Ranked Feature Selection in Massive Data
COMPUTATIONAL METHODS OF FEATURE SELECTION (CHAPMAN & HALL/CRC PRESS), pp. 147-166
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Evolutionary techniques applied to the optimal short-term scheduling of the electrical energy production
European Journal of Operational Research, Vol. 185, Núm. 3, pp. 1114-1127
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LBF: A labeled-based forecasting algorithm and its application to electricity price time series
Proceedings - IEEE International Conference on Data Mining, ICDM
2007
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Detection of microcalcifications in mammographies based on linear pixel prediction and support-vector machines
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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Efficient incremental-ranked feature selection in massive data
Computational Methods of Feature Selection (CRC Press), pp. 147-166
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Mejor subconjunto aglomerativo ordenado para selección de atributos
Actas del V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados
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Natural encoding for evolutionary supervised learning
IEEE Transactions on Evolutionary Computation, Vol. 11, Núm. 4, pp. 466-479
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Selección de atributos: una revisión
Actas del IV Taller de Minería de Datos y Aprendizaje: [TAMIDA 2007]
2006
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A comparison of effort estimation methods for 4GL programs: Experiences with statistics and data mining
International Journal of Software Engineering and Knowledge Engineering
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Data streams classification by incremental rule learning with parameterized generalization
Proceedings of the ACM Symposium on Applied Computing
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Incremental wrapper-based gene selection from microarray data for cancer classification
Pattern Recognition, Vol. 39, Núm. 12, pp. 2383-2392
2005
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Actas del III Taller Nacional de Minería de Datos y Aprendizaje
Thomson-Paraninfo
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Analysis of feature rankings for classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)