José Ramón Méndez

57 papers A* 3C 1Misc 3Journal 40Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automatic knowledge exchange between ontologies and semantic graphs. J. Inf. Sci. Gabriela del Rocío Roldán-Molina, Iryna Yevseyeva, Silvana Gómez-Meire, Vitor Basto-Fernandes, José Ramón Méndez
2024	J	`jnl`	An enhanced algorithm for semantic-based feature reduction in spam filtering. PeerJ Comput. Sci. María Novo-Lourés, Reyes Pavón, Rosalía Laza, José Ramón Méndez, David Ruano-Ordás
2023	J	`jnl`	Deobfuscating Leetspeak With Deep Learning to Improve Spam Filtering. Int. J. Interact. Multim. Artif. Intell. Iñaki Vélez de Mendizabal, Xabier Vidriales, Vitor Basto-Fernandes, Enaitz Ezpeleta, José Ramón Méndez, Urko Zurutuza
2023	J	`jnl`	Improvements for research data repositories: The case of text spam. J. Inf. Sci. Ismael Vázquez, María Novo-Lourés, Reyes Pavón, Rosalía Laza, José Ramón Méndez, David Ruano-Ordás
2023	J	`jnl`	Multi-objective evolutionary optimization for dimensionality reduction of texts represented by synsets. PeerJ Comput. Sci. Iñaki Vélez de Mendizabal, Vitor Basto-Fernandes, Enaitz Ezpeleta, José Ramón Méndez, Silvana Gómez-Meire, Urko Zurutuza
2022	J	`jnl`	Enhancing representation in the context of multiple-channel spam filtering. Inf. Process. Manag. María Novo-Lourés, David Ruano-Ordás, Reyes Pavón, Rosalía Laza, Silvana Gómez-Meire, José Ramón Méndez
2022	J	`jnl`	Improving Pipelining Tools for Pre-processing Data. Int. J. Interact. Multim. Artif. Intell. María Novo-Lourés, Yeray Lage, Reyes Pavón, Rosalía Laza, David Ruano-Ordás, José Ramón Méndez
2021	J	`jnl`	An ontology knowledge inspection methodology for quality assessment and continuous improvement. Data Knowl. Eng. Gabriela del Rocío Roldán-Molina, David Ruano-Ordás, Vitor Basto-Fernandes, José Ramón Méndez
2021	J	`jnl`	Novel Tools for the Management, Representation, and Exploitation of Textual Information. Sci. Program. David Ruano-Ordás, José Ramón Méndez, Vitor Basto-Fernandes, Guillermo Suarez-Tangil
2021	J	`jnl`	The bdpar Package: Big Data Pipelining Architecture for R. R J. Miguel Ferreiro-Díaz, Tomás R. Cotos-Yáñez, José Ramón Méndez, David Ruano-Ordás
2020	J	`jnl`	SDRS: A new lossless dimensionality reduction for text corpora. Inf. Process. Manag. Iñaki Vélez de Mendizabal, Vitor Basto-Fernandes, Enaitz Ezpeleta, José Ramón Méndez, Urko Zurutuza
2020	J	`jnl`	Using Natural Language Preprocessing Architecture (NLPA) for Big Data Text Sources. Sci. Program. María Novo-Lourés, Reyes Pavón, Rosalía Laza, David Ruano-Ordás, José Ramón Méndez
2019	J	`jnl`	A Practical Approach to Protect IoT Devices against Attacks and Compile Security Incident Datasets. Sci. Program. Bruno Cruz, Silvana Gómez-Meire, David Ruano-Ordás, Helge Janicke, Iryna Yevseyeva, José Ramón Méndez
2019	J	`jnl`	A multiple classifier system identifies novel cannabinoid CB2 receptor ligands. J. Cheminformatics David Ruano-Ordás, Lindsey Burggraaff, Rongfang Liu, Cas van der Horst, Laura H. Heitman, Michael T. M. Emmerich, José Ramón Méndez, Iryna Yevseyeva, Gerard J. P. van Westen
2019	J	`jnl`	A new semantic-based feature selection method for spam filtering. Appl. Soft Comput. José Ramón Méndez, Tomás R. Cotos-Yáñez, David Ruano-Ordás
2019	J	`jnl`	Improving the drug discovery process by using multiple classifier systems. Expert Syst. Appl. David Ruano-Ordás, Iryna Yevseyeva, Vitor Basto-Fernandes, José Ramón Méndez, Michael T. M. Emmerich
2018	J	`jnl`	Concept drift in e-mail datasets: An empirical study with practical implications. Inf. Sci. David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez
2018	J	`jnl`	Using evolutionary computation for discovering spam patterns from e-mail samples. Inf. Process. Manag. David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez
2018	J	`jnl`	WARCProcessor: An Integrative Tool for Building and Management of Web Spam Corpora. Sensors Miguel Callón, Jorge Fdez-Glez, David Ruano-Ordás, Rosalía Laza, Reyes Pavón, Florentino Fdez-Riverola, José Ramón Méndez
2017	J	`jnl`	Corrigendum to "A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification" [Applied Soft Computing Volume 48 (2016) 111-123]. Appl. Soft Comput. Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón Méndez, Jiaqi Zhao, Florentino Fdez-Riverola, Michael T. M. Emmerich
2017	Misc	`conf`	Evolutionary Multi-objective Scheduling for Anti-Spam Filtering Throughput Optimization. HAIS David Ruano-Ordás, Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón Méndez
2016	J	`jnl`	A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification. Appl. Soft Comput. Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón Méndez, Jiaqi Zhao, Florentino Fdez-Riverola, Michael T. M. Emmerich
2016	J	`jnl`	Boosting Accuracy of Classical Machine Learning Antispam Classifiers in Real Scenarios by Applying Rough Set Theory. Sci. Program. Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez
2016	J	`jnl`	RuleSIM: a toolkit for simulating the operation and improving throughput of rule-based spam filters. Softw. Pract. Exp. David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, Vitor Basto-Fernandes, José Ramón Méndez
2016	J	`jnl`	Using new scheduling heuristics based on resource consumption information for increasing throughput on rule-based spam filtering systems. Softw. Pract. Exp. David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramón Méndez
2016	J	`jnl`	WSF2: A Novel Framework for Filtering Web Spam. Sci. Program. Jorge Fdez-Glez, David Ruano-Ordás, Rosalía Laza, José Ramón Méndez, Reyes Pavón, Florentino Fdez-Riverola
2015	J	`jnl`	A dynamic model for integrating simple web spam classification techniques. Expert Syst. Appl. Jorge Fdez-Glez, David Ruano-Ordás, José Ramón Méndez, Florentino Fdez-Riverola, Rosalía Laza, Reyes Pavón
2015	Misc	`conf`	Analyzing the Impact of Unbalanced Data on Web Spam Classification. DCAI Jorge Fdez-Glez, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez, Reyes Pavón, Rosalía Laza
2015	Misc	`conf`	Combining Scheduling Heuristics to Improve e-mail Filtering Throughput. DCAI David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramón Méndez
2015	—	`conf`	Quadcriteria Optimization of Binary Classifiers: Error Rates, Coverage, and Complexity. EVOLVE Vitor Basto-Fernandes, Iryna Yevseyeva, David Ruano-Ordás, Jiaqi Zhao, Florentino Fdez-Riverola, José Ramón Méndez, Michael T. M. Emmerich
2013	J	`jnl`	Effective scheduling strategies for boosting performance on rule-based spam filtering frameworks. J. Syst. Softw. David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramón Méndez
2013	J	`jnl`	Optimising anti-spam filters with evolutionary algorithms. Expert Syst. Appl. Iryna Yevseyeva, Vitor Basto-Fernandes, David Ruano-Ordás, José Ramón Méndez
2013	J	`jnl`	Optimization of Anti-Spam Systems with Multiobjective Evolutionary Algorithms. Inf. Resour. Manag. J. Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón Méndez
2013	J	`jnl`	Wirebrush4SPAM: a novel framework for improving efficiency on spam filtering services. Softw. Pract. Exp. Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez
2012	J	`jnl`	A JAVA application framework for scientific software development. Softw. Pract. Exp. Florentino Fdez-Riverola, Daniel Glez-Peña, Hugo López-Fernández, Miguel Reboiro-Jato, José Ramón Méndez
2012	—	`conf`	Developing Anti-spam Filters Using Automatically Generated Rough Sets Rules. IS-MiS Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez
2012	J	`jnl`	Grindstone4Spam: An optimization toolkit for boosting e-mail classification. J. Syst. Softw. José Ramón Méndez, Miguel Reboiro-Jato, Fernando Díaz, Eduardo Díaz, Florentino Fdez-Riverola
2012	J	`jnl`	Rough sets for spam filtering: Selecting appropriate decision rules for boundary e-mail classification. Appl. Soft Comput. Noemí Pérez-Díaz, David Ruano-Ordás, José Ramón Méndez, Juan F. Gálvez, Florentino Fdez-Riverola
2012	J	`jnl`	SDAI: An integral evaluation methodology for content-based spam filtering models. Expert Syst. Appl. Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez
2011	—	`conf`	Survey on Anti-spam Single and Multi-objective Optimization. CENTERIS (2) Iryna Yevseyeva, Vitor Basto-Fernandes, José Ramón Méndez
2010	J	`jnl`	BioDR: Semantic indexing networks for biomedical document retrieval. Expert Syst. Appl. Anália Lourenço, Rafael Carreira, Daniel Glez-Peña, José Ramón Méndez, Sónia Carneiro, Luis Mateus Rocha, Fernando Díaz, Eugénio C. Ferreira, Isabel Rocha, Florentino Fdez-Riverola, Miguel Rocha
2009	—	`conf`	An Evolutionary Approach for Sample-Based Clustering on Microarray Data. IWANN (2) Daniel Glez-Peña, Fernando Díaz, José Ramón Méndez, Juan M. Corchado, Florentino Fdez-Riverola
2009	—	`conf`	Biomedical Text Mining Applied to Document Retrieval and Semantic Indexing. IWANN (2) Anália Lourenço, Sónia Carneiro, Eugénio C. Ferreira, Rafael Carreira, Luis M. Rocha, Daniel Glez-Peña, José Ramón Méndez, Florentino Fdez-Riverola, Fernando Díaz, Isabel Rocha, Miguel Rocha
2009	—	`ch.`	Fuzzy Patterns and GCS Networks to Clustering Gene Expression Data. Fuzzy Systems in Bioinformatics and Computational Biology Daniel Glez-Peña, Fernando Díaz, Florentino Fdez-Riverola, José Ramón Méndez, Juan M. Corchado
2009	J	`jnl`	Managing irrelevant knowledge in CBR models for unsolicited e-mail classification. Expert Syst. Appl. José Ramón Méndez, Daniel Glez-Peña, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
2008	A*	`conf`	A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters. ICDM José Ramón Méndez, I. Cid, Daniel Glez-Peña, Miguel Rocha, Florentino Fdez-Riverola
2008	A*	`conf`	The Impact of Noise in Spam Filtering: A Case Study. ICDM I. Cid, L. R. Janeiro, José Ramón Méndez, Daniel Glez-Peña, Florentino Fdez-Riverola
2007	—	`conf`	Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes. MLDM José Ramón Méndez, B. Corzo, Daniel Glez-Peña, Florentino Fernández Riverola, Fernando Díaz
2007	J	`jnl`	Applying lazy learning algorithms to tackle concept drift in spam filtering. Expert Syst. Appl. Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramón Méndez, Juan M. Corchado
2007	C	`conf`	Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System. ICCBR José Ramón Méndez, Carlos González, Daniel Glez-Peña, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
2007	J	`jnl`	Intelligent systems for detecting and filtering spam e-mail: a survey. Inteligencia Artif. José Ramón Méndez, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
2007	—	`conf`	Relaxing Feature Selection in Spam Filtering by Using Case-Based Reasoning Systems. EPIA Workshops José Ramón Méndez, Florentino Fdez-Riverola, Daniel Glez-Peña, Fernando Díaz, Juan M. Corchado
2007	J	`jnl`	SpamHunting: An instance-based reasoning system for spam labelling and filtering. Decis. Support Syst. Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramón Méndez, Juan M. Corchado
2006	A*	`conf`	A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain. ICDM José Ramón Méndez, Florentino Fdez-Riverola, Fernando Díaz, Eva Lorenzo Iglesias, Juan M. Corchado
2006	—	`conf`	Tracking Concept Drift at Feature Selection Stage in SpamHunting: An Anti-spam Instance-Based Reasoning System. ECCBR José Ramón Méndez, Florentino Fernández Riverola, Eva Lorenzo Iglesias, Fernando Díaz, Juan M. Corchado
2005	J	`jnl`	Analyzing the Impact of Corpus Preprocessing on Anti-Spam Filtering Software. Res. Comput. Sci. Eva Lorenzo Iglesias, Fernando Díaz, Florentino Fdez-Riverola, José Ramón Méndez, Juan M. Corchado
2005	—	`conf`	Tokenising, Stemming and Stopword Removal on Anti-spam Filtering Domain. CAEPIA José Ramón Méndez, Eva Lorenzo Iglesias, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado