Publicacións en colaboración con investigadores/as de Universidad de Valladolid (23)

2014

  1. A novel ensemble of classifiers that use biological relevant gene sets for microarray classification

    Applied Soft Computing Journal, Vol. 17, pp. 117-126

2013

  1. GenEnsemble: A new model for the combination of classifiers and integration of biological knowledge applied to genomic data

    Expert Systems with Applications, Vol. 40, Núm. 1, pp. 52-63

2012

  1. A novel ensemble approach for multicategory classification of DNA microarray data using biological relevant gene sets

    International Journal of Data Mining and Bioinformatics, Vol. 6, Núm. 6, pp. 602-616

2011

  1. A simulated annealing-based algorithm for iterative class discovery using fuzzy logic for informative gene selection

    Journal of Integrated OMICS, Vol. 1, Núm. 1, pp. 66-77

2010

  1. A Comparative Study of Microarray Data Classification Methods Based on Ensemble Biological Relevant Gene Sets

    ADVANCES IN BIOINFORMATICS

  2. AIBench: A rapid application development framework for translational research in biomedicine

    Computer Methods and Programs in Biomedicine, Vol. 98, Núm. 2, pp. 191-203

  3. An Experimental Evaluation of a Novel Stochastic Method for Iterative Class Discovery on Real Microarray Datasets

    Advances in bioinformatics

  4. BioDR: Semantic indexing networks for biomedical document retrieval

    Expert Systems with Applications, Vol. 37, Núm. 4, pp. 3444-3453

  5. Incorporating biological knowledge to microarray data classification through genomic data fusion

    13th Conference on Information Fusion, Fusion 2010

2009

  1. A multi-agent system approach for algorithm parameter tuning

    Advances in Intelligent and Soft Computing

  2. An evolutionary approach for sample-based clustering on microarray data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Biomedical text mining applied to document retrieval and semantic indexing

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. DFP: A Bioconductor package for fuzzy profile identification and gene reduction of microarray data

    BMC Bioinformatics, Vol. 10

  5. Fuzzy patterns and GCS networks to clustering gene expression data

    Studies in Fuzziness and Soft Computing, Vol. 242, pp. 103-125

  6. Managing irrelevant knowledge in CBR models for unsolicited e-mail classification

    Expert Systems with Applications, Vol. 36, Núm. 2 PART 1, pp. 1601-1614

  7. Multiple-Microarray Analysis and Internet Gathering Information with Application for Aiding Medical Diagnosis in Cancer Research

    2ND INTERNATIONAL WORKSHOP ON PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (IWPACBB 2008)

  8. Multiple-microarray analysis and internet gathering information with application for aiding medical diagnosis in cancer research

    Advances in Soft Computing

  9. geneCBR: A translational tool for multiple-microarray analysis and integrative information retrieval for aiding diagnosis in cancer research

    BMC Bioinformatics, Vol. 10

2007

  1. Analyzing the performance of spam filtering methods when dimensionality of input vector changes

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Assessing classification accuracy in the revision stage of a CBR spam filtering system

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)