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Iñaki Inza: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Jose María De la Rosa, María Luisa Mora
    Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit. [Citation Graph (0, 0)][DBLP]
    AIMDM, 1999, pp:366-371 [Conf]
  2. Basilio Sierra, Elena Lazkano, Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga
    Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. [Citation Graph (0, 0)][DBLP]
    AIME, 2001, pp:20-29 [Conf]
  3. Aritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza
    Information Theory and Classification Error in Probabilistic Classifiers. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2006, pp:347-351 [Conf]
  4. Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala
    Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. [Citation Graph (0, 0)][DBLP]
    ISMDA, 2000, pp:97-110 [Conf]
  5. Rosa Blanco, Linda C. van der Gaag, Iñaki Inza, Pedro Larrañaga
    Selective Classifiers Can Be Too Restrictive: A Case-Study in Oesophageal Cancer. [Citation Graph (0, 0)][DBLP]
    ISBMDA, 2004, pp:212-223 [Conf]
  6. Basilio Sierra, Iñaki Inza, Pedro Larrañaga
    On Applying Supervised Classification Techniques in Medicine. [Citation Graph (0, 0)][DBLP]
    ISMDA, 2001, pp:14-19 [Conf]
  7. Basilio Sierra, Iñaki Inza, Pedro Larrañaga
    Medical Bayes Networks. [Citation Graph (0, 0)][DBLP]
    ISMDA, 2000, pp:4-14 [Conf]
  8. Rosa Blanco, Iñaki Inza, Pedro Larrañaga
    Floating Search Methods in Learning Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    Probabilistic Graphical Models, 2002, pp:- [Conf]
  9. Iñaki Inza, Pedro Larrañaga, Ramon Etxeberria, Basilio Sierra
    Feature Subset Selection by Bayesian network-based optimization. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2000, v:123, n:1-2, pp:157-184 [Journal]
  10. Pedro Larrañaga, Cindy M. H. Kuijpers, Roberto H. Murga, Iñaki Inza, S. Dizdarevic
    Genetic Algorithms for the Travelling Salesman Problem: A Review of Representations and Operators. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Rev., 1999, v:13, n:2, pp:129-170 [Journal]
  11. Iñaki Inza, Pedro Larrañaga, Rosa Blanco, Antonio J. Cerrolaza
    Filter versus wrapper gene selection approaches in DNA microarray domains. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2004, v:31, n:2, pp:91-103 [Journal]
  12. Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala
    Feature subset selection by genetic algorithms and estimation of distribution algorithms - A case study in the survival of cirrhotic patients treated with TIPS. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2001, v:23, n:2, pp:187-205 [Journal]
  13. Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Pedro Revuelta, María Luisa Mora
    Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2001, v:22, n:3, pp:233-248 [Journal]
  14. Pedro Larrañaga, Borja Calvo, Roberto Santana, Concha Bielza, Josu Galdiano, Iñaki Inza, José Antonio Lozano, Rubén Armañanzas, Guzmán Santafé, Aritz Pérez Martínez, Victor Robles
    Machine learning in bioinformatics. [Citation Graph (0, 0)][DBLP]
    Briefings in Bioinformatics, 2006, v:7, n:1, pp:86-112 [Journal]
  15. Iñaki Inza, Pedro Larrañaga, Basilio Sierra
    Feature subset selection by Bayesian networks: a comparison with genetic and sequential algorithms. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2001, v:27, n:2, pp:143-164 [Journal]
  16. Aritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza
    Supervised classification with conditional Gaussian networks: Increasing the structure complexity from naive Bayes. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2006, v:43, n:1, pp:1-25 [Journal]
  17. Rosa Blanco, Iñaki Inza, Pedro Larrañaga
    Learning Bayesian networks in the space of structures by estimation of distribution algorithms. [Citation Graph (0, 0)][DBLP]
    Int. J. Intell. Syst., 2003, v:18, n:2, pp:205-220 [Journal]
  18. Rosa Blanco, Pedro Larrañaga, Iñaki Inza, Basilio Sierra
    Gene Selection For Cancer Classification Using Wrapper Approaches. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 2004, v:18, n:8, pp:1373-1390 [Journal]
  19. Rosa Blanco, Iñaki Inza, Marisa Merino, Jorge Quiroga, Pedro Larrañaga
    Feature selection in Bayesian classifiers for the prognosis of survival of cirrhotic patients treated with TIPS. [Citation Graph (0, 0)][DBLP]
    Journal of Biomedical Informatics, 2005, v:38, n:5, pp:376-388 [Journal]
  20. Iñaki Inza, Basilio Sierra, Rosa Blanco
    Gene selection by sequential search wrapper approaches in microarray cancer class prediction. [Citation Graph (0, 0)][DBLP]
    Journal of Intelligent and Fuzzy Systems, 2002, v:12, n:1, pp:25-33 [Journal]
  21. Pedro Larrañaga, José Antonio Lozano, José Manuel Peña, Iñaki Inza
    Editorial. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2005, v:59, n:3, pp:211-212 [Journal]
  22. José Manuel Peña, José Antonio Lozano, Pedro Larrañaga, Iñaki Inza
    Dimensionality Reduction in Unsupervised Learning of Conditional Gaussian Networks. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2001, v:23, n:6, pp:590-603 [Journal]
  23. Iñaki Inza, Pedro Larrañaga, Basilio Sierra, Ramon Etxeberria, José Antonio Lozano, José Manuel Peña
    Representing the behaviour of supervised classification learning algorithms by Bayesian networks. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1999, v:20, n:11-13, pp:1201-1209 [Journal]
  24. J. L. Flores, Iñaki Inza, Pedro Larrañaga
    Wrapper discretization by means of estimation of distribution algorithms. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2007, v:11, n:5, pp:525-545 [Journal]

  25. A review of feature selection techniques in bioinformatics. [Citation Graph (, )][DBLP]


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