Florentino Fernández Riverola

Miguel Reboiro-Jato, Rosalia Laza, Hugo López-Fernández, Daniel Glez-Peña, Fernando Díaz, Florentino Fdez-Riverola: genEnsemble: A new model for the combination of classifiers and integration of biological knowledge applied to genomic data. Expert Syst. Appl. 40(1): 52-63 (2013)

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): 3671-3682 (2012)

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): 12487-12500 (2012)

Miguel Reboiro-Jato, Daniel Glez-Peña, Fernando Díaz, Florentino Fdez-Riverola: A novel ensemble approach for multicategory classification of DNA microarray data using biological relevant gene sets. IJDMB 6(6): 602-616 (2012)

Diego Calvo-Dmgz, Juan F. Gálvez, Daniel Glez-Peña, Silvana Gómez Meire, Florentino Fdez-Riverola: Using Variable Precision Rough Set for Selection and Classification of Biological Knowledge Integrated in DNA Gene Expression. J. Integrative Bioinformatics 9(3) (2012)

David Reboiro-Jato, Miguel Reboiro-Jato, Florentino Fdez-Riverola, Cristina Vieira, Nuno A. Fonseca, Jorge Vieira: ADOPS - Automatic Detection Of Positively Selected Sites. J. Integrative Bioinformatics 9(3) (2012)

José Ramon Méndez, Miguel Reboiro-Jato, Fernando Díaz, Eduardo Díaz, Florentino Fdez-Riverola: Grindstone4Spam: An optimization toolkit for boosting e-mail classification. Journal of Systems and Software 85(12): 2909-2920 (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. Exper. 42(8): 1015-1036 (2012)

Diego Calvo-Dmgz, Juan F. Gálvez, Daniel Glez-Peña, Florentino Fdez-Riverola: Biological Knowledge Integration in DNA Microarray Gene Expression Classification Based on Rough Set Theory. PACBB 2012: 53-61

Hugo López-Fernández, Daniel Glez-Peña, Miguel Reboiro-Jato, Gonzalo Gómez-López, David G. Pisano, Florentino Fdez-Riverola: Applying AIBench Framework to Develop Rich User Interfaces in NGS Studies. PACBB 2012: 189-196

David Reboiro-Jato, Miguel Reboiro-Jato, Florentino Fdez-Riverola, Nuno A. Fonseca, Jorge Vieira: On the Development of a Pipeline for the Automatic Detection of Positively Selected Sites. PACBB 2012: 225-229

Miguel P. Rocha, Nicholas M. Luscombe, Florentino Fdez-Riverola, Juan M. Corchado Rodríguez (Eds.): 6th International Conference on Practical Applications of Computational Biology & Bioinformatics. Advances in Intelligent and Soft Computing 154, Springer 2012, isbn 978-3-642-28838-8

Daniel Glez-Peña, Gonzalo Gómez-López, Miguel Reboiro-Jato, Florentino Fdez-Riverola, David G. Pisano: PileLine: a toolbox to handle genome position information in next-generation sequencing studies. BMC Bioinformatics 12: 31 (2011)

Miguel Reboiro-Jato, Julia Glez-Dopazo, D. Glez, Rosalia Laza, Juan F. Gálvez, Reyes Pavón, Daniel Glez-Peña, Florentino Fdez-Riverola: Using inductive learning to assess compound feed production in cooperative poultry farms. Expert Syst. Appl. 38(11): 14169-14177 (2011)

Rosalia Laza, Reyes Pavón, Miguel Reboiro-Jato, Florentino Fdez-Riverola: Evaluating the effect of unbalanced data in biomedical document classification. J. Integrative Bioinformatics 8(3) (2011)

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. Integrative Bioinformatics 8(3) (2011)

Hugo López-Fernández, Daniel Glez-Peña, Miguel Reboiro-Jato, Gonzalo Gómez-López, David G. Pisano, Florentino Fdez-Riverola: PileLineGUI: a desktop environment for handling genome position files in next-generation sequencing studies. Nucleic Acids Research 39(Web-Server-Issue): 562-566 (2011)

Filipe Felisberto, Nuno Moreira, Isabel Marcelino, Florentino Fdez-Riverola, António Pereira: Elder Care's Fall Detection System. ISAmI 2011: 85-92

Daniel Glez-Peña, Miguel Reboiro-Jato, Florentino Fdez-Riverola, David G. Pisano, Gonzalo Gómez-López: An Intuitive Workflow to Retrieve Somatic Mutations in Next Generation Sequencing Studies. PACBB 2011: 83-86

Daniel Glez-Peña, Osvaldo Graña, Florentino Fdez-Riverola, David G. Pisano: Building a GATK-Based Tool for Methylation Analysis in Next-Generation Bisulfite Sequencing Experiments. PACBB 2011: 87-91

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

Rosalia Laza, Reyes Pavón, Miguel Reboiro-Jato, Florentino Fdez-Riverola: Assessing the Suitability of MeSH Ontology for Classifying Medline Documents. PACBB 2011: 337-344

Reyes Pavón, Rosalia Laza, Miguel Reboiro-Jato, Florentino Fdez-Riverola: Assessing the Impact of Class-Imbalanced Data for Classifying Relevant/Irrelevant Medline Documents. PACBB 2011: 345-353

Juan Manuel Córdoba, Manuel J. Maña López, Noa P. Cruz Díaz, Jacinto Mata Vázquez, Fernando Aparicio, Manuel de Buenaga Rodríguez, Daniel Glez-Peña, Florentino Fdez-Riverola: Medical-Miner at TREC 2011 Medical Records Track. TREC 2011

Miguel P. Rocha, Juan M. Corchado Rodríguez, Florentino Fdez-Riverola, Alfonso Valencia (Eds.): 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2011, April 6-8, 2011, Salamanca, Spain. Advances in Intelligent and Soft Computing 93, Springer 2011, isbn 978-3-642-19913-4

Silvana Gómez Meire, Miguel Reboiro-Jato, Carlos H. Fajardo, David Olivieri, Florentino Fdez-Riverola: A robust algorithm for forming note complexes. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 14(47): 27-37 (2010)

Daniel Glez-Peña, Miguel Reboiro-Jato, Paulo Maia, Miguel Rocha, Fernando Díaz, Florentino Fdez-Riverola: AIBench: A rapid application development framework for translational research in biomedicine. Computer Methods and Programs in Biomedicine 98(2): 191-203 (2010)

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): 3444-3453 (2010)

Daniel Glez-Peña, Miguel Reboiro-Jato, Rubén Domínguez, Gonzalo Gómez-López, David G. Pisano, Florentino Fdez-Riverola: PathJam: a new service for integrating biological pathway information. J. Integrative Bioinformatics 7(1) (2010)

Daniel Glez-Peña, Daniel Gómez-Blanco, Miguel Reboiro-Jato, Florentino Fdez-Riverola, David Posada: ALTER: program-oriented conversion of DNA and protein alignments. Nucleic Acids Research 38(Web-Server-Issue): 14-18 (2010)

Manuel de Buenaga Rodríguez, Florentino Fdez-Riverola, Manuel J. Maña López, Enrique Puertas Sanz, Daniel Glez-Peña, Jacinto Mata Vázquez: Medical-Miner: Integración de conocimiento textual explícito en técnicas de minería de datos para la creación de herramientas traslacionales en medicina. Procesamiento del Lenguaje Natural 45: 319-320 (2010)

Héctor Gómez, Daniel Glez-Peña, Miguel Reboiro-Jato, Reyes Pavón, Fernando Díaz, Florentino Fdez-Riverola: An Experimental Evaluation of a Novel Stochastic Method for Iterative Class Discovery on Real Microarray Datasets. IWPACBB 2010: 9-16

Miguel Reboiro-Jato, Daniel Glez-Peña, Juan F. Gálvez, Rosalia Laza, Fernando Díaz, Florentino Fdez-Riverola: A Comparative Study of Microarray Data Classification Methods Based on Ensemble Biological Relevant Gene Sets. IWPACBB 2010: 25-32

Miguel Reboiro-Jato, Daniel Glez-Peña, R. Domínguez, Gonzalo Gómez-López, David G. Pisano, C. Campos, Florentino Fdez-Riverola: PathAgent: Multi-agent System for Updated Pathway Information Integration. PAAMS (Special Sessions and Workshops) 2010: 77-85

Miguel Reboiro-Jato, Daniel Glez-Peña, Hugo Miguel Santos, Mário S. Diniz, Carlos Lodeiro, José L. Capelo, Florentino Fdez-Riverola: Multi-agent System for Mass Spectrometry Analysis. PAAMS (Special Sessions and Workshops) 2010: 87-95

Miguel P. Rocha, Florentino Fernández Riverola, Hagit Shatkay, Juan M. Corchado (Eds.): Advances in Bioinformatics - 4th International Workshop on Practical Applications of Computational Biology and Bioinformatics 2010 (IWPACBB 2010), Guimarães, Portugal, 16-18 June 2010. Advances in Soft Computing 74, Springer 2010, isbn 978-3-642-13213-1

Yves Demazeau, Frank Dignum, Juan M. Corchado, Javier Bajo, Rafael Corchuelo, Emilio Corchado, Florentino Fernández Riverola, Vicente Julián, Pawel Pawlewski, Andrew Campbell (Eds.): Trends in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2010 Special Sessions and Workshops, Salamanca, Spain, 26-28 April 2010. Advances in Soft Computing 71, Springer 2010, isbn 978-3-642-12432-7

Daniel Glez-Peña, Rodrigo Álvarez, Fernando Díaz, Florentino Fdez-Riverola: DFP: a Bioconductor package for fuzzy profile identification and gene reduction of microarray data. BMC Bioinformatics 10 (2009)

Daniel Glez-Peña, Fernando Díaz, Jesús M. Hernández, Juan M. Corchado, Florentino Fdez-Riverola: geneCBR: a translational tool for multiple-microarray analysis and integrative information retrieval for aiding diagnosis in cancer research. BMC Bioinformatics 10 (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): 1601-1614 (2009)

Anália Lourenço, Rafael Carreira, Sónia Carneiro, Paulo Maia, Daniel Glez-Peña, Florentino Fdez-Riverola, Eugénio C. Ferreira, Isabel Rocha, Miguel Rocha: @Note: A workbench for Biomedical Text Mining. Journal of Biomedical Informatics 42(4): 710-720 (2009)

Daniel Glez-Peña, Gonzalo Gómez-López, David G. Pisano, Florentino Fdez-Riverola: WhichGenes: a web-based tool for gathering, building, storing and exporting gene sets with application in gene set enrichment analysis. Nucleic Acids Research 37(Web-Server-Issue): 329-334 (2009)

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: 954-963

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: 972-978

Daniel Glez-Peña, Rubén Domínguez, Gonzalo Gómez-López, David G. Pisano, Florentino Fdez-Riverola: Current Efforts to Integrate Biological Pathway Information. IWANN (2) 2009: 1092-1096

Daniel Glez-Peña, Julia Glez-Dopazo, Reyes Pavón, Rosalia Laza, Florentino Fdez-Riverola: geneSetFinder: A Multiagent Architecture for Gathering Biological Information. PAAMS 2009: 50-59

Daniel Glez-Peña, Fernando Díaz, Florentino Fdez-Riverola, José Ramon Méndez, Juan M. Corchado: Fuzzy Patterns and GCS Networks to Clustering Gene Expression Data. Fuzzy Systems in Bioinformatics and Computational Biology 2009: 103-125

Sigeru Omatu, Miguel Rocha, José Bravo, Florentino Fernández Riverola, Emilio Corchado, Andrés Bustillo, Juan M. Corchado (Eds.): Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009 Workshops, Salamanca, Spain, June 10-12, 2009. Proceedings, Part II. Lecture Notes in Computer Science 5518, Springer 2009, isbn 978-3-642-02480-1

Juan M. Corchado, Juan Francisco de Paz, Miguel Rocha, Florentino Fernández Riverola (Eds.): 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, IWPACBB 2008, Salamanca, Spain, 22th-24th October 2008. Advances in Soft Computing 49, Springer 2009, isbn 978-3-540-85860-7

Anália Lourenço, Rafael Carreira, Sónia Carneiro, Paulo Maia, Daniel Glez-Peña, Florentino Fdez-Riverola, Eugénio C. Ferreira, Isabel Rocha, Miguel Rocha: A framework for the development of Biomedical Text Mining software tools. BIBE 2008: 1-6

Julia Glez-Dopazo, Daniel Glez-Peña, Florentino Fdez-Riverola: Integrating Heterogeneous Data and Applications with Distributed-AIBENCH. HIS 2008: 801-806

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: 213-227

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: 228-241

Daniel Glez-Peña, Manuel Glez-Bedia, Fernando Díaz, Florentino Fernández Riverola: Multiple-Microarray Analysis and Internet Gathering Information with Application for Aiding Medical Diagnosis in Cancer Research. IWPACBB 2008: 112-117

José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado: Intelligent systems for detecting and filtering spam e-mail: a survey. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 11(34): 63-81 (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. Decision Support Systems 43(3): 722-736 (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): 36-48 (2007)

Florentino Fernández Riverola, Fernando Díaz, Juan M. Corchado: Reducing the Memory Size of a Fuzzy Case-Based Reasoning System Applying Rough Set Techniques. IEEE Transactions on Systems, Man, and Cybernetics, Part C 37(1): 138-146 (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: 53-62

Miguel Rocha, Rui Mendes, Paulo Maia, Daniel Glez-Peña, Florentino Fdez-Riverola: A platform for the selection of genes in DNA microarraydata using evolutionary algorithms. GECCO 2007: 415-423

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: 374-388

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: 364-378

Silvia Alén, Daniel Glez-Peña, Florentino Fdez-Riverola: Developing New Services for the Automotive Industry using Matrix. WEBIST (1) 2007: 204-209

Fernando Díaz, Florentino Fdez-Riverola, Juan M. Corchado: gene-CBR: A Case-Based Reasonig Tool for Cancer Diagnosis Using Microarray Data Sets. Computational Intelligence 22(3-4): 254-268 (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: 504-518

Fernando Díaz, Florentino Fdez-Riverola, Daniel Glez-Peña, Juan M. Corchado: Using Fuzzy Patterns for Gene Selection and Data Reduction on Microarray Data. IDEAL 2006: 1087-1094

Fernando Díaz, Florentino Fdez-Riverola, Daniel Glez-Peña, Juan M. Corchado: Applying GCS Networks to Fuzzy Discretized Microarray Data for Tumour Diagnosis. IDEAL 2006: 1095-1102

Florentino Fdez-Riverola, Lourdes Borrajo, Rosalia Laza, Francisco J. Rodríguez, David Martínez: http Hunting: An IBR Approach to Filtering Dangerous HTTP Traffic. Industrial Conference on Data Mining 2006: 91-105

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. Industrial Conference on Data Mining 2006: 106-120

Juan M. Corchado, Jim Aiken, Emilio Corchado, Florentino Fernández Riverola: Evaluating the air-sea interactions and fluxes using an instance-based reasoning system. AI Commun. 18(4): 247-256 (2005)

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: 449-458

María Lourdes Borrajo Diz, Juan M. Corchado, J. Carlos Yáñez, Florentino Fdez-Riverola, Fernando Díaz: Autonomous Internal Control System for Small to Medium Firms. ICCBR 2005: 106-121

Florentino Fdez-Riverola, Fernando Díaz, María Lourdes Borrajo Diz, J. Carlos Yáñez, Juan M. Corchado: Improving Gene Selection in Microarray Data Analysis Using Fuzzy Patterns Inside a CBR System. ICCBR 2005: 191-205

Florentino Fdez-Riverola, Juan M. Corchado: FSfRT: Forecasting System for Red Tides. Appl. Intell. 21(3): 251-264 (2004)

Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado: Applying Rough Sets Reduction Techniques to the Construction of a Fuzzy Rule Base for Case Based Reasoning. IBERAMIA 2004: 83-92

Florentino Fernández Riverola, Fernando Díaz, Juan M. Corchado: Using Rough Sets Theory and Minimum Description Length Principle to Improve a beta-TSK Fuzzy Revision Method for CBR Systems. SBIA 2004: 424-433

Florentino Fdez-Riverola, Juan M. Corchado: FSFRT: Forecasting System for Red Tides. A Hybrid Autonomous AI Model. Applied Artificial Intelligence 17(10): 955-982 (2003)

Florentino Fernández Riverola, Juan M. Corchado: Forecasting red tides using an hybrid neuro-symbolic system. AI Commun. 16(4): 221-233 (2003)

Florentino Fernández Riverola, Juan M. Corchado: CBR based system for forecasting red tides. Knowl.-Based Syst. 16(5-6): 321-328 (2003)

Florentino Fernández Riverola, Juan M. Corchado: Employing TSK Fuzzy Models to Automate the Revision Stage of a CBR System. CAEPIA 2003: 302-311

M. Valiño, Florentino Fernández Riverola: VoIP, a Door to the Convergence of Nets: A Case Study. International Conference on Internet Computing 2003: 515-518

Juan M. Corchado, Emilio Corchado, Jim Aiken, Colin Fyfe, Florentino Fernández Riverola, Manuel Gonzalez: Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems. ICCBR 2003: 107-121

Florentino Fernández Riverola, Juan M. Corchado, Jesús M. Torres: Neuro-symbolic System for Forecasting Red Tides. AICS 2002: 45-52

Florentino Fernández Riverola, Juan M. Corchado, Jesús M. Torres: An Automated Hybrid CBR System for Forecasting. ECCBR 2002: 519-533

Florentino Fernández Riverola, Juan M. Corchado: An Automated Hybrid Reasoning System for Forecasting. HIS 2002: 31-41

Florentino Fernández Riverola, Juan M. Corchado: A Hybrid CBR Model for Forecasting in Complex Domains. IBERAMIA 2002: 101-110

Florentino Fernández Riverola, Juan M. Corchado: Sistemas hibridos neuro-simbolicos: Una revision. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 4(11): 12-26 (2000)