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 | 230 | 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 | 211 | 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 | 187 | 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 | 161 | 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 | 158 | 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 | 79 | 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 | 66 | 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 | 57 | 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 |
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 | 52 | 2013 |
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 |
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 | 51 | 2012 |
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 | 37 | 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 | 34 | 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 | 32 | 2010 |
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 | 31 | 2016 |
Palynological differences in the pollen content of Eucalyptus honey from Australia, Portugal and Spain. MC Seijo, MJ Aira, J Méndez | 30 | 2003 |