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Gianluca Bontempi: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Yann-Aël Le Borgne, Mehdi Moussaid, Gianluca Bontempi
    Simulation Architecture for Data Processing Algorithms in Wireless Sensor Networks. [Citation Graph (0, 0)][DBLP]
    AINA (2), 2006, pp:383-387 [Conf]
  2. Olivier Caelen, Gianluca Bontempi
    How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: a comparison of state-of-the-art techniques. [Citation Graph (0, 0)][DBLP]
    BNAIC, 2005, pp:51-58 [Conf]
  3. Patrick Emmanuel Meyer, Olivier Caelen, Gianluca Bontempi
    Speeding up Feature Selection by Using an Information Theoretic Bound. [Citation Graph (0, 0)][DBLP]
    BNAIC, 2005, pp:166-173 [Conf]
  4. Olivier Caelen, Gianluca Bontempi, Eddy Coussaert, Luc Barvais, Francois Clement
    Machine Learning Techniques to Enable Closed-Loop Control in Anesthesia. [Citation Graph (0, 0)][DBLP]
    CBMS, 2006, pp:696-701 [Conf]
  5. Gianluca Bontempi, Wido Kruijtzer
    A Data Analysis Method for Software Performance Prediction. [Citation Graph (0, 0)][DBLP]
    DATE, 2002, pp:971-976 [Conf]
  6. Gianluca Bontempi, Mauro Birattari, Hugues Bersini
    Recursive Lazy Learning for Modeling and Control. [Citation Graph (0, 0)][DBLP]
    ECML, 1998, pp:292-303 [Conf]
  7. Gianluca Bontempi
    Structural feature selection for wrapper methods. [Citation Graph (0, 0)][DBLP]
    ESANN, 2005, pp:405-410 [Conf]
  8. Gianluca Bontempi, Mauro Birattari
    A multi-steap ahead prediction method based on local dynamic properties. [Citation Graph (0, 0)][DBLP]
    ESANN, 2000, pp:311-316 [Conf]
  9. Gianluca Bontempi, Mauro Birattari, Hugues Bersini
    Lazy learning for control design. [Citation Graph (0, 0)][DBLP]
    ESANN, 1998, pp:73-78 [Conf]
  10. Patrick Emmanuel Meyer, Gianluca Bontempi
    On the Use of Variable Complementarity for Feature Selection in Cancer Classification. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2006, pp:91-102 [Conf]
  11. Gianluca Bontempi, Mauro Birattari, Hugues Bersini
    Local Learning for Iterated Time-Series Prediction. [Citation Graph (0, 0)][DBLP]
    ICML, 1999, pp:32-38 [Conf]
  12. Mauro Birattari, Gianluca Bontempi, Hugues Bersini
    Lazy Learning Meets the Recursive Least Squares Algorithm. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:375-381 [Conf]
  13. Jean-Pierre Norguet, Benjamin Tshibasu-Kabeya, Gianluca Bontempi, Esteban Zimányi
    Category-Based Audience Metrics for Web Site Content Improvement Using Ontologies and Page Classification. [Citation Graph (0, 0)][DBLP]
    NLDB, 2006, pp:216-220 [Conf]
  14. Gianluca Bontempi, Gauthier Lafruit
    Enabling Multimedia QoS Control with Black-Box Modelling. [Citation Graph (0, 0)][DBLP]
    Soft-Ware, 2002, pp:46-59 [Conf]
  15. Patrick Emmanuel Meyer, Kevin Kontos, Gianluca Bontempi
    Biological Network Inference Using Redundancy Analysis. [Citation Graph (0, 0)][DBLP]
    BIRD, 2007, pp:16-27 [Conf]
  16. Gianluca Bontempi, Mauro Birattari, Hugues Bersini
    A Model Selection Approach for Local Learning. [Citation Graph (0, 0)][DBLP]
    AI Commun., 2000, v:13, n:1, pp:41-48 [Journal]
  17. Edy Bertolissi, Mauro Birattari, Gianluca Bontempi, Antoine Duchâteau, Hugues Bersini
    Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches. [Citation Graph (0, 0)][DBLP]
    Fuzzy Sets and Systems, 2002, v:128, n:1, pp:3-14 [Journal]
  18. Gianluca Bontempi, Hugues Bersini, Mauro Birattari
    The local paradigm for modeling and control: from neuro-fuzzy to lazy learning. [Citation Graph (0, 0)][DBLP]
    Fuzzy Sets and Systems, 2001, v:121, n:1, pp:59-72 [Journal]
  19. Gianluca Bontempi, Wido Kruijtzer
    The use of intelligent data analysis techniques for system-level design: a software estimation example. [Citation Graph (0, 0)][DBLP]
    Soft Comput., 2004, v:8, n:7, pp:477-490 [Journal]
  20. Andrea Bonarini, Gianluca Bontempi
    A Qualitative Simulation Approach for Fuzzy Dynamical Models. [Citation Graph (0, 0)][DBLP]
    ACM Trans. Model. Comput. Simul., 1994, v:4, n:4, pp:285-313 [Journal]
  21. Olivier Caelen, Gianluca Bontempi, Luc Barvais
    Machine Learning Techniques for Decision Support in Anesthesia. [Citation Graph (0, 0)][DBLP]
    AIME, 2007, pp:165-169 [Conf]
  22. Gianluca Bontempi
    A Blocking Strategy to Improve Gene Selection for Classification of Gene Expression Data. [Citation Graph (0, 0)][DBLP]
    IEEE/ACM Trans. Comput. Biology Bioinform., 2007, v:4, n:2, pp:293-300 [Journal]
  23. Yann-Aël Le Borgne, Silvia Santini, Gianluca Bontempi
    Adaptive model selection for time series prediction in wireless sensor networks. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2007, v:87, n:12, pp:3010-3020 [Journal]

  24. Gaussian Graphical Models to Infer Putative Genes Involved in Nitrogen Catabolite Repression in S. cerevisiae. [Citation Graph (, )][DBLP]


  25. A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets. [Citation Graph (, )][DBLP]


  26. Causal filter selection in microarray data. [Citation Graph (, )][DBLP]


  27. Demonstrating principal component aggregation for distributed spatial pattern recognition. [Citation Graph (, )][DBLP]


  28. An improved shrinkage estimator to infer regulatory networks with Gaussian graphical models. [Citation Graph (, )][DBLP]


  29. Nested q-Partial Graphs for Genetic Network Inference from "Small n, Large p" Microarray Data. [Citation Graph (, )][DBLP]


  30. Improving the Exploration Strategy in Bandit Algorithms. [Citation Graph (, )][DBLP]


  31. A comparative study of survival models for breast cancer prognostication based on microarray data: does a single gene beat them all? [Citation Graph (, )][DBLP]


  32. minet: A R/Bioconductor Package for Inferring Large Transcriptional Networks Using Mutual Information. [Citation Graph (, )][DBLP]


  33. Distributed Principal Component Analysis for Wireless Sensor Networks [Citation Graph (, )][DBLP]


  34. A Page-Classification Approach to Web Usage Semantic Analysis. [Citation Graph (, )][DBLP]


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