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ORCIDJosé Ramón Méndez 0001
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- affiliation: University of Vigo, Department of Computer Science, Spain
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2020 – today
- 2024
[j40]María Novo-Lourés, Reyes Pavón, Rosalía Laza, José Ramón Méndez, David Ruano-Ordás:
An enhanced algorithm for semantic-based feature reduction in spam filtering. PeerJ Comput. Sci. 10: e2206 (2024)- 2023
- [j39]Iñaki Vélez de Mendizabal, Xabier Vidriales, Vitor Basto-Fernandes, Enaitz Ezpeleta, José Ramón Méndez, Urko Zurutuza:
Deobfuscating Leetspeak With Deep Learning to Improve Spam Filtering. Int. J. Interact. Multim. Artif. Intell. 8(4): 46 (2023) - [j38]Ismael Vázquez, María Novo-Lourés, Reyes Pavón, Rosalía Laza, José Ramón Méndez
, David Ruano-Ordás:
Improvements for research data repositories: The case of text spam. J. Inf. Sci. 49(2): 285-301 (2023) - [j37]Iñaki Vélez de Mendizabal, Vitor Basto-Fernandes, Enaitz Ezpeleta, José Ramón Méndez, Silvana Gómez Meire, Urko Zurutuza:
Multi-objective evolutionary optimization for dimensionality reduction of texts represented by synsets. PeerJ Comput. Sci. 9: e1240 (2023) - 2022
- [j36]María Novo-Lourés, Yeray Lage, Reyes Pavón, Rosalía Laza, David Ruano-Ordás, José Ramón Méndez:
Improving Pipelining Tools for Pre-processing Data. Int. J. Interact. Multim. Artif. Intell. 7(4): 214 (2022) - [j35]María Novo-Lourés, David Ruano-Ordás, Reyes Pavón, Rosalía Laza, Silvana Gómez Meire, José Ramón Méndez:
Enhancing representation in the context of multiple-channel spam filtering. Inf. Process. Manag. 59(2): 102812 (2022) - 2021
- [j34]Gabriela R. Roldán-Molina, David Ruano-Ordás, Vitor Basto-Fernandes, José Ramón Méndez:
An ontology knowledge inspection methodology for quality assessment and continuous improvement. Data Knowl. Eng. 133: 101889 (2021) - [j33]Miguel Ferreiro-Díaz, Tomás R. Cotos-Yáñez, José Ramón Méndez, David Ruano-Ordás:
The bdpar Package: Big Data Pipelining Architecture for R. R J. 13(1): 130 (2021) - [j32]David Ruano-Ordás, José Ramón Méndez, Vitor Basto-Fernandes, Guillermo Suarez-Tangil:
Novel Tools for the Management, Representation, and Exploitation of Textual Information. Sci. Program. 2021: 9781923:1-9781923:3 (2021) - 2020
- [j31]Iñaki Vélez de Mendizabal, Vitor Basto-Fernandes, Enaitz Ezpeleta, José Ramón Méndez, Urko Zurutuza:
SDRS: A new lossless dimensionality reduction for text corpora. Inf. Process. Manag. 57(4): 102249 (2020) - [j30]María Novo-Lourés, Reyes Pavón, Rosalía Laza, David Ruano-Ordás, José Ramón Méndez:
Using Natural Language Preprocessing Architecture (NLPA) for Big Data Text Sources. Sci. Program. 2020: 2390941:1-2390941:13 (2020)
2010 – 2019
- 2019
- [j29]José Ramón Méndez, Tomás R. Cotos-Yáñez, David Ruano-Ordás:
A new semantic-based feature selection method for spam filtering. Appl. Soft Comput. 76: 89-104 (2019) - [j28]David Ruano-Ordás, Iryna Yevseyeva, Vitor Basto-Fernandes, José Ramón Méndez, Michael T. M. Emmerich:
Improving the drug discovery process by using multiple classifier systems. Expert Syst. Appl. 121: 292-303 (2019) - [j27]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:
A multiple classifier system identifies novel cannabinoid CB2 receptor ligands. J. Cheminformatics 11(1): 66:1-66:14 (2019) - [j26]Bruno Cruz, Silvana Gómez Meire, David Ruano-Ordás, Helge Janicke, Iryna Yevseyeva, José Ramón Méndez:
A Practical Approach to Protect IoT Devices against Attacks and Compile Security Incident Datasets. Sci. Program. 2019: 9067512:1-9067512:11 (2019) - 2018
- [j25]David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez:
Using evolutionary computation for discovering spam patterns from e-mail samples. Inf. Process. Manag. 54(2): 303-317 (2018) - [j24]David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez:
Concept drift in e-mail datasets: An empirical study with practical implications. Inf. Sci. 428: 120-135 (2018) - [j23]Miguel Callón, Jorge Fdez-Glez, David Ruano-Ordás, Rosalía Laza, Reyes Pavón, Florentino Fdez-Riverola, José Ramón Méndez:
WARCProcessor: An Integrative Tool for Building and Management of Web Spam Corpora. Sensors 18(1): 16 (2018) - 2017
- [j22]Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón 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: 565 (2017) - [c17]David Ruano-Ordás, Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón Méndez:
Evolutionary Multi-objective Scheduling for Anti-Spam Filtering Throughput Optimization. HAIS 2017: 137-148 - 2016
- [j21]Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón 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: 111-123 (2016) - [j20]Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez:
Boosting Accuracy of Classical Machine Learning Antispam Classifiers in Real Scenarios by Applying Rough Set Theory. Sci. Program. 2016: 5945192:1-5945192:10 (2016) - [j19]Jorge Fdez-Glez, David Ruano-Ordás, Rosalía Laza, José Ramón Méndez, Reyes Pavón, Florentino Fdez-Riverola:
WSF2: A Novel Framework for Filtering Web Spam. Sci. Program. 2016: 6091385:1-6091385:18 (2016) - [j18]David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramón Méndez:
Using new scheduling heuristics based on resource consumption information for increasing throughput on rule-based spam filtering systems. Softw. Pract. Exp. 46(8): 1035-1051 (2016) - [j17]David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, Vitor Basto-Fernandes, José Ramón Méndez:
RuleSIM: a toolkit for simulating the operation and improving throughput of rule-based spam filters. Softw. Pract. Exp. 46(8): 1091-1108 (2016) - 2015
- [j16]Jorge Fdez-Glez, David Ruano-Ordás, José Ramón Méndez, Florentino Fdez-Riverola, Rosalía Laza, Reyes Pavón:
A dynamic model for integrating simple web spam classification techniques. Expert Syst. Appl. 42(21): 7969-7978 (2015) - [c16]David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramón Méndez:
Combining Scheduling Heuristics to Improve e-mail Filtering Throughput. DCAI 2015: 235-242 - [c15]Jorge Fdez-Glez, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez, Reyes Pavón, Rosalía Laza:
Analyzing the Impact of Unbalanced Data on Web Spam Classification. DCAI 2015: 243-250 - [c14]Vitor Basto-Fernandes, Iryna Yevseyeva, David Ruano-Ordás, Jiaqi Zhao, Florentino Fdez-Riverola, José Ramón Méndez, Michael T. M. Emmerich:
Quadcriteria Optimization of Binary Classifiers: Error Rates, Coverage, and Complexity. EVOLVE 2015: 37-49 - 2013
- [j15]Iryna Yevseyeva, Vitor Basto-Fernandes, David Ruano-Ordás, José Ramón Méndez:
Optimising anti-spam filters with evolutionary algorithms. Expert Syst. Appl. 40(10): 4010-4021 (2013) - [j14]Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón Méndez:
Optimization of Anti-Spam Systems with Multiobjective Evolutionary Algorithms. Inf. Resour. Manag. J. 26(1): 54-67 (2013) - [j13]David Ruano-Ordás, Jorge Fdez-Glez, Florentino Fdez-Riverola, José Ramón Méndez:
Effective scheduling strategies for boosting performance on rule-based spam filtering frameworks. J. Syst. Softw. 86(12): 3151-3161 (2013) - [j12]Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez:
Wirebrush4SPAM: a novel framework for improving efficiency on spam filtering services. Softw. Pract. Exp. 43(11): 1299-1318 (2013) - 2012
- [j11]Noemí Pérez-Díaz, David Ruano-Ordás, José Ramón 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): 3671-3682 (2012) - [j10]Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez:
SDAI: An integral evaluation methodology for content-based spam filtering models. Expert Syst. Appl. 39(16): 12487-12500 (2012) - [j9]José Ramón 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): 2909-2920 (2012) - [j8]Florentino Fdez-Riverola, Daniel Glez-Peña, Hugo López-Fernández, Miguel Reboiro-Jato, José Ramón Méndez:
A JAVA application framework for scientific software development. Softw. Pract. Exp. 42(8): 1015-1036 (2012) - [c13]Noemí Pérez-Díaz, David Ruano-Ordás, Florentino Fdez-Riverola, José Ramón Méndez:
Developing Anti-spam Filters Using Automatically Generated Rough Sets Rules. IS-MiS 2012: 325-334 - 2011
- [j7]Hugo López-Fernández, Miguel Reboiro-Jato, Daniel Glez-Peña, José Ramón Méndez Reboredo, Hugo Miguel Santos, Ricardo Jorge Carreira, José Luis Capelo-Martínez, Florentino Fdez-Riverola:
Rapid development of proteomic applications with the AIBench framework. J. Integr. Bioinform. 8(3) (2011) - [c12]Iryna Yevseyeva, Vitor Basto-Fernandes, José Ramón Méndez:
Survey on Anti-spam Single and Multi-objective Optimization. CENTERIS (2) 2011: 120-129 - [c11]Miguel Reboiro-Jato, Daniel Glez-Peña, José Ramón Méndez Reboredo, Hugo Miguel Santos, Ricardo Jorge Carreira, José L. Capelo, Florentino Fdez-Riverola:
Building Proteomics Applications with the AIBench Application Framework. PACBB 2011: 99-107 - 2010
- [j6]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:
BioDR: Semantic indexing networks for biomedical document retrieval. Expert Syst. Appl. 37(4): 3444-3453 (2010)
2000 – 2009
- 2009
- [j5]José Ramón 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): 1601-1614 (2009) - [c10]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:
Biomedical Text Mining Applied to Document Retrieval and Semantic Indexing. IWANN (2) 2009: 954-963 - [c9]Daniel Glez-Peña, Fernando Díaz, José Ramón Méndez, Juan M. Corchado, Florentino Fdez-Riverola:
An Evolutionary Approach for Sample-Based Clustering on Microarray Data. IWANN (2) 2009: 972-978 - [p1]Daniel Glez-Peña, Fernando Díaz, Florentino Fdez-Riverola, José Ramón Méndez, Juan M. Corchado:
Fuzzy Patterns and GCS Networks to Clustering Gene Expression Data. Fuzzy Systems in Bioinformatics and Computational Biology 2009: 103-125 - 2008
- [c8]José Ramón 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: 213-227 - [c7]I. Cid, L. R. Janeiro, José Ramón Méndez, Daniel Glez-Peña, Florentino Fdez-Riverola:
The Impact of Noise in Spam Filtering: A Case Study. ICDM 2008: 228-241 - 2007
- [j4]José Ramón Méndez, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado:
Intelligent systems for detecting and filtering spam e-mail: a survey. Inteligencia Artif. 11(34): 63-81 (2007) - [j3]Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramón Méndez, Juan M. Corchado:
SpamHunting: An instance-based reasoning system for spam labelling and filtering. Decis. Support Syst. 43(3): 722-736 (2007) - [j2]Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramón Méndez, Juan M. Corchado:
Applying lazy learning algorithms to tackle concept drift in spam filtering. Expert Syst. Appl. 33(1): 36-48 (2007) - [c6]José Ramón 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: 53-62 - [c5]José Ramón 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: 374-388 - [c4]José Ramón 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: 364-378 - 2006
- [j1]José Ramón Méndez Reboredo:
Adaptive System with Intelligent Labelling for the Classification of E-mail Spam. Inteligencia Artif. 10(32): 81-84 (2006) - [c3]José Ramón 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: 504-518 - [c2]José Ramón 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: 106-120 - 2005
- [c1]José Ramón Méndez, Eva Lorenzo Iglesias, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado:
Tokenising, Stemming and Stopword Removal on Anti-spam Filtering Domain. CAEPIA 2005: 449-458
Coauthor Index
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