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Grigorios Tsoumakas: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Dimitris Vrakas, Grigorios Tsoumakas, Nick Bassiliades, Ioannis P. Vlahavas
    Learning Rules for Adaptive Planning. [Citation Graph (0, 0)][DBLP]
    ICAPS, 2003, pp:82-91 [Conf]
  2. Grigorios Tsoumakas, Ioannis P. Vlahavas
    Effective Stacking of Distributed Classifiers. [Citation Graph (0, 0)][DBLP]
    ECAI, 2002, pp:340-344 [Conf]
  3. Grigorios Tsoumakas, Dimitris Vrakas, Nick Bassiliades, Ioannis P. Vlahavas
    Lazy Adaptive Multicriteria Planning. [Citation Graph (0, 0)][DBLP]
    ECAI, 2004, pp:693-697 [Conf]
  4. Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas
    Effective Voting of Heterogeneous Classifiers. [Citation Graph (0, 0)][DBLP]
    ECML, 2004, pp:465-476 [Conf]
  5. E. Banos, Ioannis Katakis, Nick Bassiliades, Grigorios Tsoumakas, Ioannis P. Vlahavas
    PersoNews: A Personalized News Reader Enhanced by Machine Learning and Semantic Filtering. [Citation Graph (0, 0)][DBLP]
    OTM Conferences (1), 2006, pp:975-982 [Conf]
  6. Sotiris Diplaris, Grigorios Tsoumakas, Pericles A. Mitkas, Ioannis P. Vlahavas
    Protein Classification with Multiple Algorithms. [Citation Graph (0, 0)][DBLP]
    Panhellenic Conference on Informatics, 2005, pp:448-456 [Conf]
  7. Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas
    On the Utility of Incremental Feature Selection for the Classification of Textual Data Streams. [Citation Graph (0, 0)][DBLP]
    Panhellenic Conference on Informatics, 2005, pp:338-348 [Conf]
  8. Ioannis Partalas, Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas
    Ensemble Pruning Using Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    SETN, 2006, pp:301-310 [Conf]
  9. Grigorios Tsoumakas, Dimitris Vrakas, Nick Bassiliades, Ioannis P. Vlahavas
    Using the k-Nearest Problems for Adaptive Multicriteria Planning. [Citation Graph (0, 0)][DBLP]
    SETN, 2004, pp:132-141 [Conf]
  10. Dimitris Vrakas, Grigorios Tsoumakas, Nick Bassiliades, Ioannis P. Vlahavas
    HAPRC: an automatically configurable planning system. [Citation Graph (0, 0)][DBLP]
    AI Commun., 2005, v:18, n:1, pp:41-60 [Journal]
  11. Grigorios Tsoumakas, Lefteris Angelis, Ioannis P. Vlahavas
    Clustering classifiers for knowledge discovery from physically distributed databases. [Citation Graph (0, 0)][DBLP]
    Data Knowl. Eng., 2004, v:49, n:3, pp:223-242 [Journal]
  12. Grigorios Tsoumakas, Ioannis P. Vlahavas
    An interoperable and scalable Web-based system for classifier sharing and fusion. [Citation Graph (0, 0)][DBLP]
    Expert Syst. Appl., 2007, v:33, n:3, pp:716-724 [Journal]
  13. Grigorios Tsoumakas, Lefteris Angelis, Ioannis P. Vlahavas
    Selective fusion of heterogeneous classifiers. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2005, v:9, n:6, pp:511-525 [Journal]
  14. Grigorios Tsoumakas, Ioannis P. Vlahavas
    Random k -Labelsets: An Ensemble Method for Multilabel Classification. [Citation Graph (0, 0)][DBLP]
    ECML, 2007, pp:406-417 [Conf]

  15. Software Defect Prediction Using Regression via Classification. [Citation Graph (, )][DBLP]


  16. Transferring experience in reinforcement learning through task decomposition. [Citation Graph (, )][DBLP]


  17. Focused Ensemble Selection: A Diversity-Based Method for Greedy Ensemble Selection. [Citation Graph (, )][DBLP]


  18. An Ensemble of Classifiers for coping with Recurring Contexts in Data Streams. [Citation Graph (, )][DBLP]


  19. On the Combination of Textual and Semantic Descriptions for Automated Semantic Web Service Classification. [Citation Graph (, )][DBLP]


  20. Multi-Label Classification of Music into Emotions. [Citation Graph (, )][DBLP]


  21. An Empirical Study of Lazy Multilabel Classification Algorithms. [Citation Graph (, )][DBLP]


  22. Clustering Based Multi-Label Classification for Image Annotation and Retrieval. [Citation Graph (, )][DBLP]


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