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
Juan M. CorchadoProfessor of Computer Science, DIGIS3, IoT Digital Innovation Hub, University of SalamancaVerified email at usal.es
Fernando Díaz-GómezAssociate Professor. Computer Science Department. Universidad de ValladolidVerified email at infor.uva.es
Daniel Glez-PeñaAssociate 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 EmmerichUniversity Researcher (Dr. rer. nat.), Jyväskylä University, Finland & Lead AI Scientist at SILO.AIVerified email at liacs.nl
Miguel RochaAssociate Professor, Dept. Informatics and Centre Biological Engineering, Universidade do MinhoVerified email at di.uminho.pt
Miguel Reboiro-JatoAssociate Professor of Computer Science, Universidade de VigoVerified email at uvigo.es
Jiaqi ZhaoChina University of Mining and TechnologyVerified email at cumt.edu.cn
Tomás R. Cotos YánezDpto. Estatística e Investigación Operativa. 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
Isabel RochaITQB NOVA - Universidade NOVA de LisboaVerified email at itqb.unl.pt
Hugo López-FernándezAssistant Professor, Universidade de VigoVerified email at uvigo.es
susana lopez varelaUniversidad Peruana de Ciencias AplicadasVerified email at upc.edu.pe
Jesús Rodríguez RomeroProfesor-InvestigadorVerified email at cibnor.mx
EDGAR DIAZSan Ysidro Health / Duke UniversityVerified email at duke.edu
David DiazAssistant Professor of Clinical Psychiatry, Indiana University School of MedicineVerified email at iupui.edu

José Ramón Méndez Reboredo

University of 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	226	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	206	2006
Tokenising, stemming and stopword removal on anti-spam filtering domain JR Méndez, EL Iglesias, F Fdez-Riverola, F Díaz, JM Corchado Current Topics in Artificial Intelligence: 11th Conference of the Spanish …, 2006	177	2006
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	159	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	157	2007
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	72	2007
Relaxing feature selection in spam filtering by using case-based reasoning systems JR Méndez, F Fdez-Riverola, D Glez-Pena, F Díaz, JM Corchado Progress in Artificial Intelligence: 13th Portuguese Conference on …, 2007	72	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	68	2019
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	67	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	55	2012
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
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
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	49	2013
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	46	2012
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	36	2018
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	31	2010
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	29	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	29	2016
A dynamic model for integrating simple web spam classification techniques J Fdez-Glez, D Ruano-Ordas, JR Méndez, F Fdez-Riverola, R Laza, ... Expert Systems with Applications 42 (21), 7969-7978, 2015	25	2015

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