Tampere University of Technology

TUTCRIS Research Portal

Tapio Elomaa

  1. Published

    Maintaining optimal multi-way splits for numerical attributes in data streams

    Elomaa, T. & Lehtinen, P., 2008, In : Lecture Notes in Computer Science. 5012, p. 544-553

    Research output: Contribution to journalArticleScientificpeer-review

  2. Published

    Multi-Target Regression with Rule Ensembles

    Aho, T., Zenko, B., Dzeroski, S. & Elomaa, T., 2012, In : Journal of Machine Learning Research. 13, p. 2367-2407

    Research output: Contribution to journalArticleScientificpeer-review

  3. Necessary and sufficient pre-processing in numerical range discretization

    Elomaa, T. & Rousu, J., 2003, In : Knowledge and Information Systems. 5, 2, p. 162-182

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Obtaining low-arity discretizations from online data streams

    Elomaa, T., Lehtinen, P. & Saarela, M., 2008, In : Lecture Notes in Computer Science. 4994, p. 90-99

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    On autonomous k-means clustering

    Elomaa, T. & Koivistoinen, H., 2005, In : Lecture Notes in Artificial Intelligence. 3488, p. 228-236

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    On Decision Boundaries of Naive Bayes in Continuous Domains

    Elomaa, T. & Rousu, J., 2003, In : Lecture Notes in Artificial Intelligence. 2838, p. 144-155

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    On following the perturbed leader in the bandit setting

    Kujala, J. & Elomaa, T., 2005, In : Lecture Notes in Computer Science. 3734, p. 371-384

    Research output: Contribution to journalArticleScientificpeer-review

  8. On inducing topologically minimal decision trees

    Elomaa, T. & Kivinen, J., 1990, Proceedings of the 2nd International Conference on Tools for Artificial Intelligence, Herndon, VA USA, November 6-9, 1990. p. 746-752

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Published

    Online ChiMerge Algorithm

    Lehtinen, P., Saarela, M. & Elomaa, T., 2012, Data Mining: Foundations and Intelligent Paradigms, Volume 2: Statistical, Bayesian, Time Series and Other Theoretical Aspects. Holmes, D. E. & Jain, L. C. (eds.). Berlin Heidelberg: Springer, p. 199-216 (Intelligent Systems Reference Library ISRL; vol. 24).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  10. Published

    On look-ahead and pathology in decision tree learning

    Elomaa, T. & Malinen, T., 2005, In : Journal of Experimental & Theoretical Artificial Intelligence JETAI. 17, 1-2, p. 19-33

    Research output: Contribution to journalArticleScientificpeer-review

ID: 71594