Publicaciones en colaboración con investigadores/as de Universidad de Salamanca (26)

2013

  1. A MAS for teaching computational logic

    Advances in Intelligent Systems and Computing, Vol. 217, pp. 209-217

  2. A visual analytics framework for cluster analysis of DNA microarray data

    Expert Systems with Applications, Vol. 40, Núm. 2, pp. 758-774

2012

  1. Fault detection in a wastewater treatment plant based on neural networks and PCA

    2012 20th Mediterranean Conference on Control and Automation, MED 2012 - Conference Proceedings

2009

  1. 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)

  2. Fault detection and diagnosis using multivariate statistical techniques in a wastewater treatment plant

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  3. Fault detection in processes with multiple operation modes using switch-PCA and analysis of grade transitions

    2009 European Control Conference, ECC 2009

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

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

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

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

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

    BMC Bioinformatics, Vol. 10

2007

  1. Applying lazy learning algorithms to tackle concept drift in spam filtering

    Expert Systems with Applications, Vol. 33, Núm. 1, pp. 36-48

  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)

  3. Reducing the memory size of a Fuzzy case-based reasoning system applying rough set techniques

    IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, Vol. 37, Núm. 1, pp. 138-146

  4. Relaxing feature selection in spam filtering by using case-based reasoning systems

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

  5. SpamHunting: An instance-based reasoning system for spam labelling and filtering

    Decision Support Systems, Vol. 43, Núm. 3, pp. 722-736

2006

  1. A comparative performance study of feature selection methods for the anti-spam filtering domain

    Advances in Data Mining. Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings

  2. Applying GCS networks to fuzzy discretized microarray data for tumour diagnosis

    Intelligent Data Engineering and Automated Learning – IDEAL 2006

  3. GENE-CBR: A case-based reasonig tool for cancer diagnosis using microarray data sets

    Computational Intelligence, Vol. 22, Núm. 3-4, pp. 254-268

  4. Tokenising, stemming and stopword removal on anti-spam filtering domain

    11th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2005

  5. Tracking concept drift at feature selection stage in SpamHunting: An anti-spam instance-based reasoning system

    8th European Conference on Case-Based Reasoning, ECCBR 2006

  6. Using fuzzy patterns for gene selection and data reduction on microarray data

    Intelligent Data Engineering and Automated Learning - IDEAL 2006: 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings