Joaquín Derrac - Citegraph

Author Info

Name	Affiliation	Papers
JOAQUÍN DERRAC	Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071 Granada, Spain	35
Collaborators	Citations	PageRank
30	2552	64.42
Referers	Referees	References
4914	3678	1843

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Publications (35 rows)

Collaborators (30 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis.	7	0.44	2016
Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued fuzzy sets.	21	0.70	2016
An Interval Valued K-Nearest Neighbors Classifier	1	0.36	2015
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models.	3	0.42	2015
Inducing semantic relations from conceptual spaces: A data-driven approach to plausible reasoning	3	0.39	2015
Commonsense reasoning based on betweenness and direction in distributional models	0	0.34	2015
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal.	17	0.65	2015
Improving the Behavior of the Nearest Neighbor Classifier against Noisy Data with Feature Weighting Schemes	0	0.34	2014
Analyzing convergence performance of evolutionary algorithms: A statistical approach.	35	0.79	2014
Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects	44	1.09	2014
Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers.	3	0.40	2014
Characterising Semantic Relatedness using Interpretable Directions in Conceptual Spaces.	6	0.49	2014
Enriching Taxonomies of Place Types Using Flickr	7	0.46	2014
On the statistical analysis of the parameters' trend in a machine learning algorithm.	1	0.34	2014
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection	15	0.52	2013
Evolutionary-based selection of generalized instances for imbalanced classification	63	1.50	2012
A co-evolutionary framework for nearest neighbor enhancement: combining instance and feature weighting with instance selection	2	0.35	2012
A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification	115	3.02	2012
Integrating a differential evolution feature weighting scheme into prototype generation	13	0.71	2012
Prototype selection for nearest neighbor classification: taxonomy and empirical study.	244	5.45	2012
Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms	25	0.61	2012
Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection	55	1.08	2012
A study of the scaling up capabilities of stratified prototype generation.	4	0.42	2011
A preliminary study on the use of fuzzy rough set based feature selection for improving evolutionary instance selection algorithms	0	0.34	2011
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework.	601	14.17	2011
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms	1116	22.69	2011
Evolutionary selection of hyperrectangles in nested generalized exemplar learning	13	0.63	2011
IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule	42	1.01	2010
A Survey on Evolutionary Instance Selection and Generation	33	0.96	2010
IFS-CoCo in the landscape contest: description and results	1	0.36	2010
Stratified prototype selection based on a steady-state memetic algorithm: a study of scalability	20	0.66	2010
A preliminary study on the selection of generalized instances for imbalanced classification	0	0.34	2010
A First Approach to Nearest Hyperrectangle Selection by Evolutionary Algorithms	6	0.50	2009
A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection	31	1.41	2009
Implementation and integration of algorithms into the KEEL data-mining software tool	5	0.49	2009