jrcano

Posición
Comité Científico
ID ORCID

0000-0001-9150-4113

Publications

CommuniMents: A Framework for Detecting Community Based Sentiments for Events International Journal on Semantic Web and Information Systems (IJSWIS) , 2017 | journal-article
Prototype selection to improve monotonic nearest neighbor Engineering Applications of Artificial Intelligence , 2017 | journal-article
A Nearest Hyperrectangle Monotonic Learning Method International Conference on Hybrid Artificial Intelligence Systems , 2016 | conference-paper
Hyperrectangles selection for monotonic classification by using evolutionary algorithms International Journal of Computational Intelligence Systems , 2016 | journal-article
MoNGEL: monotonic nested generalized exemplar learning Pattern Analysis and Applications , 2015 | journal-article
Analysis of data complexity measures for classification , 2013 | journal-article DOI: 10.1016/j.eswa.2013.02.025 EID: 2-s2.0-84885023800 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84885023800&partnerID=MN8TOARS
Predictive-collaborative model as recovery and validation tool. Case of study: Psychiatric emergency department decision support , 2012 | journal-article DOI: 10.1016/j.eswa.2011.09.098 EID: 2-s2.0-82255162579 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-82255162579&partnerID=MN8TOARS
Prototype selection for nearest neighbor classification: Taxonomy and empirical study , 2012 | journal-article DOI: 10.1109/TPAMI.2011.142 EID: 2-s2.0-84856161441 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84856161441&partnerID=MN8TOARS
A review on evolutionary prototype selection: An empirical study of performance and efficiency , 2009 | book DOI: 10.4018/978-1-60566-798-0.ch005 EID: 2-s2.0-84899265523 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84899265523&partnerID=MN8TOARS
Diagnose effective evolutionary prototype selection using an overlapping measure , 2009 | journal-article EID: 2-s2.0-74549133500 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-74549133500&partnerID=MN8TOARS
A memetic algorithm for evolutionary prototype selection: A scaling up approach , 2008 | journal-article DOI: 10.1016/j.patcog.2008.02.006 EID: 2-s2.0-42749092345 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-42749092345&partnerID=MN8TOARS
Making CN2-SD subgroup discovery algorithm scalable to large size data sets using instance selection , 2008 | journal-article DOI: 10.1016/j.eswa.2007.08.083 EID: 2-s2.0-48749106976 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-48749106976&partnerID=MN8TOARS
Replacement strategies to preserve useful diversity in steady-state genetic algorithms , 2008 | journal-article DOI: 10.1016/j.ins.2008.07.031 EID: 2-s2.0-52949139054 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-52949139054&partnerID=MN8TOARS
Subgroup discover in large size data sets preprocessed using stratified instance selection for increasing the presence of minority classes , 2008 | journal-article DOI: 10.1016/j.patrec.2008.08.001 EID: 2-s2.0-53949099623 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-53949099623&partnerID=MN8TOARS
Evolutionary stratified training set selection for extracting classification rules with trade off precision-interpretability , 2007 | journal-article DOI: 10.1016/j.datak.2006.01.008 EID: 2-s2.0-33845982223 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-33845982223&partnerID=MN8TOARS
A proposal of evolutionary prototype selection for class imbalance problems , 2006 | book EID: 2-s2.0-33750564022 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-33750564022&partnerID=MN8TOARS
Incorporating knowledge in evolutionary prototype selection , 2006 | book EID: 2-s2.0-33750568801 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-33750568801&partnerID=MN8TOARS
On the combination of evolutionary algorithms and stratified strategies for training set selection in data mining , 2006 | journal-article DOI: 10.1016/j.asoc.2005.02.006 EID: 2-s2.0-33644641221 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-33644641221&partnerID=MN8TOARS
Stratification for scaling up evolutionary prototype selection , 2005 | journal-article DOI: 10.1016/j.patrec.2004.09.043 EID: 2-s2.0-17444379003 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-17444379003&partnerID=MN8TOARS
Linguistic modeling with hierarchical systems of weighted linguistic rules , 2003 | journal-article DOI: 10.1016/S0888-613X(02)00083-X EID: 2-s2.0-0037310742 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-0037310742&partnerID=MN8TOARS
Using evolutionary algorithms as instance selection for data reduction in KDD: An experimental study , 2003 | journal-article DOI: 10.1109/TEVC.2003.819265 EID: 2-s2.0-0347763609 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-0347763609&partnerID=MN8TOARS
A GRASP algorithm for clustering , 2002 | book EID: 2-s2.0-79951578271 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-79951578271&partnerID=MN8TOARS
A greedy randomized adaptive search procedure applied to the clustering problem as an initialization process using K-Means as a local search procedure , 2002 | journal-article EID: 2-s2.0-0037877983 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-0037877983&partnerID=MN8TOARS