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Number of items: 11.

Article

Triguero, Isaac and González, Sergio and Moyano, Jose M. and García, Salvador and Alcalá-Fdez, Jesús and Luengo, Julian and Fernández, Alberto and del Jesús, Maria José and Sánchez, Luciano and Herrera, Francisco (2017) KEEL 3.0: an open source software for multi-stage analysis in data mining. International Journal of Computational Intelligence Systems, 10 (1). pp. 1238-1249. ISSN 1875-6883

Peralta, Daniel and Triguero, Isaac and García, Salvador and Saeys, Yvan and Benitez, Jose M. and Herrera, Francisco (2017) Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection. Knowledge-Based Systems, 126 . pp. 91-103. ISSN 1872-7409

Peralta, Daniel and Triguero, Isaac and García, Salvador and Herrera, Francisco and Benitez, Jose M. (2016) DPD-DFF: a dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases. Information Fusion, 32 (Part A). pp. 40-51. ISSN 1566-2535

Maillo, Jesus and Ramirez, Sergio and Triguero, Isaac and Herrera, Francisco (2016) kNN-IS: an iterative spark-based design of the k-nearest neighbors classifier for big data. Knowledge-Based Systems . ISSN 1872-7409 (In Press)

Triguero, Isaac and del Río, Sara and López, Victoria and Bacardit, Jaume and Benítez, José M. and Herrera, Francisco (2015) ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem. Knowledge-Based Systems, 87 . pp. 69-79. ISSN 1872-7409

Triguero, Isaac and Garcia, Salvador and Herrera, Francisco (2015) SEG-SSC: a framework based on synthetic examples generation for self-labeled semi-supervised classification. IEEE Transactions on Cybernetics, 45 (4). pp. 622-634. ISSN 2168-2267

Triguero, Isaac and Peralta, Daniel and Bacardit, Jaume and García, Salvador and Herrera, Francisco (2015) MRPR: a MapReduce solution for prototype reduction in big data classification. Neurocomputing, 150 (A). pp. 331-345. ISSN 0925-2312

Conference or Workshop Item

Maillo, Jesus and Luengo, Julian and García, Salvador and Herrera, Francisco (2017) Exact fuzzy k-Nearest neighbor classification for big datasets. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 July 2017, Naples, Italy.

Triguero, Isaac and Galar, M. and Bustince, H. and Herrera, Francisco (2017) A first attempt on global evolutionary undersampling for imbalanced big data. In: IEEE Congress on Evolutionary Computation (CEC 2017), 5-8 Jun 2017, San Sebastian, Spain.

Triguero, Isaac and Maillo, Jesus and Luengo, Julian and García, Salvador and Herrera, Francisco (2016) From Big data to Smart Data with the K-Nearest Neighbours algorithm. In: IEEE International Conference on Smart Data (Smart Data 2016), 16-19 December 2016, Chengdu, China.

Triguero, Isaac and Galar, M. and Merino, D. and Maillo, Jesus and Bustince, H. and Herrera, Francisco (2016) Evolutionary undersampling for extremely imbalanced big data classification under apache spark. In: 2016 IEEE Congress on Evolutionary Computation (CEC), 24-29 July, 2016, Vancouver, Canada.

This list was generated on Tue Oct 24 02:24:57 2017 UTC.