José Ramon Méndez

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Topics

Unbalanced Data

Discovery Process

Multiple Classifier Systems

Evolutionary Algorithm

Top Venues

Inf. Process. Manag.

Expert Syst. Appl.

Softw. Pract. Exp.

Publications

Iñaki Vélez de Mendizabal, Vítor Basto Fernandes, Enaitz Ezpeleta, José Ramon Méndez, Silvana Gómez Meire, Urko Zurutuza
Multi-objective evolutionary optimization for dimensionality reduction of texts represented by synsets. PeerJ Comput. Sci. 9 (2023)
María Novo-Lourés, David Ruano-Ordás, Reyes Pavón, Rosalía Laza, Silvana Gómez Meire, José Ramon Méndez
Enhancing representation in the context of multiple-channel spam filtering. Inf. Process. Manag. 59 (2) (2022)
María Novo-Lourés, Yeray Lage, Reyes Pavón, Rosalía Laza, David Ruano-Ordás, José Ramon Méndez
Improving Pipelining Tools for Pre-processing Data. Int. J. Interact. Multim. Artif. Intell. 7 (4) (2022)
Gabriela R. Roldán-Molina, David Ruano-Ordás, Vítor Basto Fernandes, José Ramon Méndez
An ontology knowledge inspection methodology for quality assessment and continuous improvement. Data Knowl. Eng. 133 (2021)
Miguel Ferreiro-Díaz, Tomás R. Cotos-Yáñez, José Ramon Méndez, David Ruano-Ordás
The bdpar Package: Big Data Pipelining Architecture for R. R J. 13 (1) (2021)
David Ruano-Ordás, José Ramon Méndez, Vítor Basto Fernandes, Guillermo Suarez-Tangil
Novel Tools for the Management, Representation, and Exploitation of Textual Information. Sci. Program. 2021 (2021)
Iñaki Vélez de Mendizabal, Vítor Basto Fernandes, Enaitz Ezpeleta, José Ramon Méndez, Urko Zurutuza
SDRS: A new lossless dimensionality reduction for text corpora. Inf. Process. Manag. 57 (4) (2020)
María Novo-Lourés, Reyes Pavón, Rosalía Laza, David Ruano-Ordás, José Ramon Méndez
Using Natural Language Preprocessing Architecture (NLPA) for Big Data Text Sources. Sci. Program. 2020 (2020)
Bruno Cruz, Silvana Gómez Meire, David Ruano-Ordás, Helge Janicke, Iryna Yevseyeva, José Ramon Méndez
A Practical Approach to Protect IoT Devices against Attacks and Compile Security Incident Datasets. Sci. Program. 2019 (2019)
José Ramon Méndez, Tomás R. Cotos-Yáñez, David Ruano-Ordás
A new semantic-based feature selection method for spam filtering. Appl. Soft Comput. 76 (2019)
David Ruano-Ordás, Lindsey Burggraaff, Rongfang Liu, Cas van der Horst, Laura H. Heitman, Michael T. M. Emmerich, José Ramon Méndez, Iryna Yevseyeva, Gerard J. P. van Westen
A multiple classifier system identifies novel cannabinoid CB2 receptor ligands. J. Cheminformatics 11 (1) (2019)
David Ruano-Ordás, Iryna Yevseyeva, Vítor Basto Fernandes, José Ramon Méndez, Michael T. M. Emmerich
Improving the drug discovery process by using multiple classifier systems. Expert Syst. Appl. 121 (2019)
David Ruano-Ordás, Florentino Fdez-Riverola, José Ramon Méndez
Using evolutionary computation for discovering spam patterns from e-mail samples. Inf. Process. Manag. 54 (2) (2018)
Miguel Callón, Jorge Fdez-Glez, David Ruano-Ordás, Rosalía Laza, Reyes Pavón, Florentino Fdez-Riverola, José Ramon Méndez
WARCProcessor: An Integrative Tool for Building and Management of Web Spam Corpora. Sensors 18 (1) (2018)
David Ruano-Ordás, Florentino Fdez-Riverola, José Ramon Méndez
Concept drift in e-mail datasets: An empirical study with practical implications. Inf. Sci. 428 (2018)
Vítor Basto Fernandes, Iryna Yevseyeva, José Ramon Méndez, Jiaqi Zhao, Florentino Fdez-Riverola, Michael T. M. Emmerich
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. 55 (2017)
David Ruano-Ordás, Vítor Basto Fernandes, Iryna Yevseyeva, José Ramon Méndez
Evolutionary Multi-objective Scheduling for Anti-Spam Filtering Throughput Optimization. HAIS (2017)
David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramon Méndez
Using new scheduling heuristics based on resource consumption information for increasing throughput on rule-based spam filtering systems. Softw. Pract. Exp. 46 (8) (2016)
Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramon Méndez
Boosting Accuracy of Classical Machine Learning Antispam Classifiers in Real Scenarios by Applying Rough Set Theory. Sci. Program. 2016 (2016)
David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, Vítor Basto Fernandes, José Ramon Méndez
RuleSIM: a toolkit for simulating the operation and improving throughput of rule-based spam filters. Softw. Pract. Exp. 46 (8) (2016)
Jorge Fdez-Glez, David Ruano-Ordás, Rosalía Laza, José Ramon Méndez, Reyes Pavón, Florentino Fdez-Riverola
WSF2: A Novel Framework for Filtering Web Spam. Sci. Program. 2016 (2016)
Vítor Basto Fernandes, Iryna Yevseyeva, José Ramon Méndez, Jiaqi Zhao, Florentino Fdez-Riverola, Michael T. M. Emmerich
A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification. Appl. Soft Comput. 48 (2016)
Jorge Fdez-Glez, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramon Méndez, Reyes Pavón, Rosalía Laza
Analyzing the Impact of Unbalanced Data on Web Spam Classification. DCAI (2015)
Vítor Basto Fernandes, Iryna Yevseyeva, David Ruano-Ordás, Jiaqi Zhao, Florentino Fdez-Riverola, José Ramon Méndez, Michael T. M. Emmerich
Quadcriteria Optimization of Binary Classifiers: Error Rates, Coverage, and Complexity. EVOLVE (2015)
David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramon Méndez
Combining Scheduling Heuristics to Improve e-mail Filtering Throughput. DCAI (2015)
Jorge Fdez-Glez, David Ruano-Ordás, José Ramon Méndez, Florentino Fdez-Riverola, Rosalía Laza, Reyes Pavón
A dynamic model for integrating simple web spam classification techniques. Expert Syst. Appl. 42 (21) (2015)
Vítor Basto Fernandes, Iryna Yevseyeva, José Ramon Méndez
Optimization of Anti-Spam Systems with Multiobjective Evolutionary Algorithms. Inf. Resour. Manag. J. 26 (1) (2013)
Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramon Méndez
Wirebrush4SPAM: a novel framework for improving efficiency on spam filtering services. Softw. Pract. Exp. 43 (11) (2013)
Iryna Yevseyeva, Vítor Basto Fernandes, David Ruano-Ordás, José Ramon Méndez
Optimising anti-spam filters with evolutionary algorithms. Expert Syst. Appl. 40 (10) (2013)
David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramon Méndez
Effective scheduling strategies for boosting performance on rule-based spam filtering frameworks. J. Syst. Softw. 86 (12) (2013)
Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramon Méndez
SDAI: An integral evaluation methodology for content-based spam filtering models. Expert Syst. Appl. 39 (16) (2012)
José Ramon Méndez, Miguel Reboiro-Jato, Fernando Díaz, Eduardo Díaz, Florentino Fdez-Riverola
Grindstone4Spam: An optimization toolkit for boosting e-mail classification. J. Syst. Softw. 85 (12) (2012)
Noemí Pérez-Díaz, David Ruano-Ordás, José Ramon Méndez, Juan F. Gálvez, Florentino Fdez-Riverola
Rough sets for spam filtering: Selecting appropriate decision rules for boundary e-mail classification. Appl. Soft Comput. 12 (11) (2012)
Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramon Méndez
Developing Anti-spam Filters Using Automatically Generated Rough Sets Rules. IS-MiS (2012)
Florentino Fdez-Riverola, Daniel Glez-Peña, Hugo López-Fernández, Miguel Reboiro-Jato, José Ramon Méndez
A JAVA application framework for scientific software development. Softw. Pract. Exp. 42 (8) (2012)
Iryna Yevseyeva, Vítor Basto Fernandes, José Ramon Méndez
Survey on Anti-spam Single and Multi-objective Optimization. CENTERIS (2) (2011)
Anália Lourenço, Rafael Carreira, Daniel Glez-Peña, José Ramon Méndez, Sónia Carneiro, Luis Mateus Rocha, Fernando Díaz, Eugénio C. Ferreira, Isabel Rocha, Florentino Fdez-Riverola, Miguel Rocha
BioDR: Semantic indexing networks for biomedical document retrieval. Expert Syst. Appl. 37 (4) (2010)
Anália Lourenço, Sónia Carneiro, Eugénio C. Ferreira, Rafael Carreira, Luis Mateus Rocha, Daniel Glez-Peña, José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Isabel Rocha, Miguel Rocha
Biomedical Text Mining Applied to Document Retrieval and Semantic Indexing. IWANN (2) (2009)
Daniel Glez-Peña, Fernando Díaz, José Ramon Méndez, Juan M. Corchado, Florentino Fdez-Riverola
An Evolutionary Approach for Sample-Based Clustering on Microarray Data. IWANN (2) (2009)
José Ramon Méndez, Daniel Glez-Peña, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Managing irrelevant knowledge in CBR models for unsolicited e-mail classification. Expert Syst. Appl. 36 (2) (2009)
I. Cid, L. R. Janeiro, José Ramon Méndez, Daniel Glez-Peña, Florentino Fdez-Riverola
The Impact of Noise in Spam Filtering: A Case Study. ICDM (2008)
José Ramon Méndez, I. Cid, Daniel Glez-Peña, Miguel Rocha, Florentino Fdez-Riverola
A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters. ICDM (2008)
José Ramon Méndez, Carlos González, Daniel Glez-Peña, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System. ICCBR (2007)
Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramon Méndez, Juan M. Corchado
Applying lazy learning algorithms to tackle concept drift in spam filtering. Expert Syst. Appl. 33 (1) (2007)
Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramon Méndez, Juan M. Corchado
SpamHunting: An instance-based reasoning system for spam labelling and filtering. Decis. Support Syst. 43 (3) (2007)
José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Intelligent systems for detecting and filtering spam e-mail: a survey. Inteligencia Artif. 11 (34) (2007)
José Ramon Méndez, Florentino Fdez-Riverola, Daniel Glez-Peña, Fernando Díaz, Juan M. Corchado
Relaxing Feature Selection in Spam Filtering by Using Case-Based Reasoning Systems. EPIA Workshops (2007)
José Ramon Méndez, B. Corzo, Daniel Glez-Peña, Florentino Fernández Riverola, Fernando Díaz
Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes. MLDM (2007)
José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Eva Lorenzo Iglesias, Juan M. Corchado
A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain. ICDM (2006)
José Ramon Méndez, Florentino Fernández Riverola, Eva Lorenzo Iglesias, Fernando Díaz, Juan M. Corchado
Tracking Concept Drift at Feature Selection Stage in SpamHunting: An Anti-spam Instance-Based Reasoning System. ECCBR (2006)
José Ramon Méndez, Eva Lorenzo Iglesias, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Tokenising, Stemming and Stopword Removal on Anti-spam Filtering Domain. CAEPIA (2005)