José Ramón Méndez Reboredo

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Florentino Fdez-RiverolaProfessor, Computer Science Department, University of VigoVerified email at uvigo.es
David Ruano-OrdásAssistant Professor, Universidade de VigoVerified email at uvigo.es
Fernando Díaz-GómezAssociate Professor. Computer Science Department. Universidad de ValladolidVerified email at infor.uva.es
Eva Lorenzo IglesiasVerified email at uvigo.es
Daniel Glez-PeñaFull Professor of Computer Science, University of VigoVerified email at uvigo.es
Vitor Basto-FernandesISCTE-IULVerified email at iscte.pt
Iryna YevseyevaDe Montfort University, LeicesterVerified email at dmu.ac.uk
Michael T.M. Emmerich (Dr. rer. nat.)Professor in Multiobjective OptimizationVerified email at liacs.nl
Miguel Reboiro-JatoAssociate Professor of Computer Science, Universidade de VigoVerified email at uvigo.es
Miguel RochaAssociate Professor, Dept. Informatics and Centre Biological Engineering, Universidade do MinhoVerified email at di.uminho.pt
Jiaqi ZhaoChina University of Mining and TechnologyVerified email at cumt.edu.cn
Silvana Gómez MeireProfesor de Redes de Computadoras, Universidad de VigoVerified email at uvigo.gal
Tomás R. Cotos YánezDpto. Estatística e Investigación Operativa. Universidade de VigoVerified email at uvigo.es
Urko Zurutuza OrtegaMondragon Unibertsitatea - Data Analysis & Cybersecurity (ROR 00wvqgd19)Verified email at mondragon.edu
Iñaki Velez de MendizabalMondragon UnibertsitateaVerified email at mondragon.edu
F. Javier Rodríguez RajoUniversidad de VigoVerified email at uvigo.es
Enaitz Ezpeleta (ORCID 0000-0003-4...Mondragon Unibertsitatea - Data Analysis & Cybersecurity (ROR 00wvqgd19)Verified email at mondragon.edu
Hugo López-FernándezAssistant Professor, Universidade de VigoVerified email at uvigo.es
Luis M. RochaGeorge J. Klir Professor of Systems Science and Industrial Engineering, Binghamton University (SUNY)Verified email at binghamton.edu
Eugénio Campos FerreiraProfessor of Biological Engineering, Universidade do MinhoVerified email at deb.uminho.pt

José Ramón Méndez Reboredo

Universidade de Vigo

Verified email at uvigo.es

Artificial Intelligence Text Mining Spam Filtering


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Applying lazy learning algorithms to tackle concept drift in spam filtering F Fdez-Riverola, EL Iglesias, F Díaz, JR Méndez, JM Corchado Expert Systems with Applications 33 (1), 36-48, 2007	238	2007
A comparative performance study of feature selection methods for the anti-spam filtering domain JR Méndez, F Fdez-Riverola, F Díaz, EL Iglesias, JM Corchado Advances in Data Mining. Applications in Medicine, Web Mining, Marketing …, 2006	227	2006
Tokenising, stemming and stopword removal on anti-spam filtering domain JR Méndez, EL Iglesias, F Fdez-Riverola, F Díaz, JM Corchado Conference of the Spanish Association for Artificial Intelligence, 449-458, 2005	206	2005
Tracking concept drift at feature selection stage in spamhunting: An anti-spam instance-based reasoning system JR Méndez, F Fdez-Riverola, EL Iglesias, F Díaz, JM Corchado Advances in Case-Based Reasoning: 8th European Conference, ECCBR 2006 …, 2006	171	2006
SpamHunting: An instance-based reasoning system for spam labelling and filtering F Fdez-Riverola, EL Iglesias, F Díaz, JR Méndez, JM Corchado Decision Support Systems 43 (3), 722-736, 2007	165	2007
A new semantic-based feature selection method for spam filtering JR Mendez, TR Cotos-Yanez, D Ruano-Ordas Applied Soft Computing 76, 89-104, 2019	90	2019
Assessing classification accuracy in the revision stage of a cbr spam filtering system JR Méndez, C González, D Glez-Peña, F Fdez-Riverola, F Díaz, ... International Conference on Case-Based Reasoning, 374-388, 2007	73	2007
Relaxing feature selection in spam filtering by using case-based reasoning systems JR Méndez, F Fdez-Riverola, D Glez-Peña, F Díaz, JM Corchado Progress in Artificial Intelligence: 13th Portuguese Conference on …, 2007	72	2007
Managing irrelevant knowledge in CBR models for unsolicited e-mail classification JR Méndez, D Glez-Peña, F Fdez-Riverola, F Díaz, JM Corchado Expert Systems with Applications 36 (2), 1601-1614, 2009	65	2009
Rough sets for spam filtering: Selecting appropriate decision rules for boundary e-mail classification N Pérez-Díaz, D Ruano-Ordas, JR Mendez, JF Galvez, F Fdez-Riverola Applied soft computing 12 (11), 3671-3682, 2012	60	2012
Optimising anti-spam filters with evolutionary algorithms I Yevseyeva, V Basto-Fernandes, D Ruano-Ordás, JR Méndez Expert systems with applications 40 (10), 4010-4021, 2013	54	2013
Fuzzy patterns and GCS networks to clustering gene expression data D Glez-Pena, F Díaz, F Fdez-Riverola, JR Méndez, JM Corchado Fuzzy Systems in Bioinformatics and Computational Biology, 103-125, 2009	53	2009
SDAI: An integral evaluation methodology for content-based spam filtering models N Perez-Diaz, D Ruano-Ordas, F Fdez-Riverola, JR Mendez Expert Systems with Applications 39 (16), 12487-12500, 2012	52	2012
An evolutionary approach for sample-based clustering on microarray data D Glez-Peña, F Díaz, JR Méndez, JM Corchado, F Fdez-Riverola Distributed Computing, Artificial Intelligence, Bioinformatics, Soft …, 2009	52	2009
Intelligent systems for detecting and filtering spam e-mail: a survey. JR Méndez, F Fdez-Riverola, F Díaz, JM Corchado Inteligencia Artif. 11 (34), 63-81, 2007	51	2007
Using evolutionary computation for discovering spam patterns from e-mail samples D Ruano-Ordás, F Fdez-Riverola, JR Méndez Information Processing & Management 54 (2), 303-317, 2018	39	2018
Concept drift in e-mail datasets: An empirical study with practical implications D Ruano-Ordas, F Fdez-Riverola, JR Mendez Information Sciences 428, 120-135, 2018	35	2018
A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification V Basto-Fernandes, I Yevseyeva, JR Méndez, J Zhao, F Fdez-Riverola, ... Applied Soft Computing 48, 111-123, 2016	34	2016
BioDR: Semantic indexing networks for biomedical document retrieval A Lourenço, R Carreira, D Glez-Peña, JR Méndez, S Carneiro, LM Rocha, ... Expert Systems with Applications 37 (4), 3444-3453, 2010	32	2010
Palynological differences in the pollen content of Eucalyptus honey from Australia, Portugal and Spain. MC Seijo, MJ Aira, J Méndez	32	2003

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