Jaakko Hollmen

Senior University Lecturer

Research outputs

  1. 1999
  2. Published

    A Self-Organizing Map for Clustering Probabilistic Models

    Hollmén, J., Tresp, V. & Simula, O., 1999, Ninth International Conference on Artificial Neural Networks (ICANN'99), Edinburgh, U.K., September 7-10, 1999. p. 946-951

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

  3. Published

    Call-based Fraud Detection in Mobile Communication Networks using a Hierarchical Regime-Switching Model

    Hollmén, J. & Tresp, V., 1999, Advances in Neural Information Processing 11. Kearns, M. S., Solla, S. A. & Cohn, D. A. (eds.). Cambridge, p. 889-895

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

  4. Published

    Process Monitoring and Modeling Using the Self-Organizing Map

    Alhoniemi, E., Hollmén, J., Simula, O. & Vesanto, J., 1999, In : Integrated Computer-Aided Engineering. 6, 1, p. 3-14

    Research output: Contribution to journalArticleScientificpeer-review

  5. 1998
  6. Published

    Fraud Detection in Communication Networks Using Neural and Probabilistic Methods

    Taniguchi, M., Haft, M., Hollmén, J. & Tresp, V., 1998, 1998 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'98), Seattle, WA, USA. p. 1241-1244

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

  7. 1997
  8. Published

    Analysis of Complex Systems Using the Self-Organizing Map

    Simula, O., Alhoniemi, E., Hollmén, J. & Vesanto, J., 1997, Proc. of the 4th International Conference on Neural Information Processing (ICONIP'97), Dunedin, New Zealand, November 24-28, 1997. p. 1313-1317

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

  9. 1996
  10. Published

    Monitoring and Modeling of Complex Processes Using Hierarchical Self-Organizing Maps

    Simula, O., Alhoniemi, E., Hollmen, J. & Vesanto, J., 1996, p. Supplement to vol. 4, pp. 73-76, (IEEE International Symposium on Circuits and Systems (ISCAS-96), Atlanta, Georgia, USA, May 12-15, 1996).

    Research output: Working paperProfessional

  11. Published

    Prediction Models and Sensitivity Analysis of Industrial Process Parameters by Using the Self-Organizing Map

    Hollmén, J. & Simula, O., 1996, IEEE Nordic Signal Processing Symposium (NORSIG'96), Espoo, Finland, September 24-27, 1996. p. 79-82

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

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