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Petri Myllymäki: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
    BAYDA: Software for Bayesian Classification and Feature Selection. [Citation Graph (1, 0)][DBLP]
    KDD, 1998, pp:254-258 [Conf]
  2. Teemu Roos, Peter Grünwald, Petri Myllymäki, Henry Tirri
    Generalization to Unseen Cases. [Citation Graph (0, 0)][DBLP]
    BNAIC, 2005, pp:194-201 [Conf]
  3. Henry Tirri, Petri Myllymäki, Pekka Orponen, Patrik Floréen
    Programming Methods for Neural Computing. [Citation Graph (0, 0)][DBLP]
    Dagstuhl Seminar on Parallelization in Inference Systems, 1990, pp:357- [Conf]
  4. Teemu Roos, Tuomas Heikkilä, Petri Myllymäki
    A Compression-Based Method for Stemmatic Analysis. [Citation Graph (0, 0)][DBLP]
    ECAI, 2006, pp:805-806 [Conf]
  5. Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
    Bayes Optimal Instance-Based Learning. [Citation Graph (0, 0)][DBLP]
    ECML, 1998, pp:77-88 [Conf]
  6. Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
    Batch Classification with Discrete Finite Mixtures. [Citation Graph (0, 0)][DBLP]
    ECML, 1998, pp:208-213 [Conf]
  7. Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald
    Bayesian and Information-Theories Priors for Bayesian Network Parameters. [Citation Graph (0, 0)][DBLP]
    ECML, 1998, pp:89-94 [Conf]
  8. Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri
    An Unsupervised Bayesian Distance Measure. [Citation Graph (0, 0)][DBLP]
    EWCBR, 2000, pp:148-160 [Conf]
  9. Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
    On Bayesian Case Matching. [Citation Graph (0, 0)][DBLP]
    EWCBR, 1998, pp:13-24 [Conf]
  10. Petri Myllymäki, Henry Tirri
    Massively Parallel Case-Based Reasoning with Probabilistic Similarity Metrics. [Citation Graph (0, 0)][DBLP]
    EWCBR, 1993, pp:144-154 [Conf]
  11. Henry Tirri, Petri Kontkanen, Petri Myllymäki
    A Bayesian Framework for Case-Based Reasoning. [Citation Graph (0, 0)][DBLP]
    EWCBR, 1996, pp:413-427 [Conf]
  12. Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen
    Bayesian Data Mining on the Web with B-Course. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:626-629 [Conf]
  13. Henry Tirri, Petri Kontkanen, Petri Myllymäki
    Prababilistic Instance-Based Learning. [Citation Graph (0, 0)][DBLP]
    ICML, 1996, pp:507-515 [Conf]
  14. Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen
    B-Course: A Web Service for Bayesian Data Analysis. [Citation Graph (0, 0)][DBLP]
    ICTAI, 2001, pp:247-256 [Conf]
  15. Esa Koskimäki, Janne Göös, Petri Kontkanen, Petri Myllymäki, Henry Tirri
    Comparing Soft Computing Methods in Prediction of Manufacturing Data. [Citation Graph (0, 0)][DBLP]
    IEA/AIE (Vol. 2), 1998, pp:775-784 [Conf]
  16. Petri Kontkanen, Petri Myllymäki
    A Fast Normalized Maximum Likelihood Algorithm for Multinomial Data. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:1613-1615 [Conf]
  17. Hannes Wettig, Peter Grünwald, Teemu Roos, Petri Myllymäki, Henry Tirri
    When Discriminative Learning of Bayesian Network Parameters Is Easy. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:491-498 [Conf]
  18. Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri
    Unsupervised Bayesian visualization of high-dimensional data. [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:325-329 [Conf]
  19. Petri Kontkanen, Petri Myllymäki, Henry Tirri
    Predictive Data Mining with Finite Mixtures. [Citation Graph (0, 0)][DBLP]
    KDD, 1996, pp:176-182 [Conf]
  20. Teemu Roos, Peter Grünwald, Petri Myllymäki, Henry Tirri
    Generalization to Unseen Cases. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  21. Hannes Wettig, Jussi Lahtinen, Tuomas Lepola, Petri Myllymäki, Henry Tirri
    Bayesian Analysis of Online Newspaper Log Data. [Citation Graph (0, 0)][DBLP]
    SAINT Workshops, 2003, pp:282-287 [Conf]
  22. Peter Grünwald, Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
    Minimum Encoding Approaches for Predictive Modeling. [Citation Graph (0, 0)][DBLP]
    UAI, 1998, pp:183-192 [Conf]
  23. Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri
    On Supervised Selection of Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:334-342 [Conf]
  24. Petri Kontkanen, Petri Myllymäki, Henry Tirri
    Classifier Learning with Supervised Marginal Likelihood. [Citation Graph (0, 0)][DBLP]
    UAI, 2001, pp:277-284 [Conf]
  25. Petri Myllymäki
    Massively Parallel Probabilistic Reasoning with Boltzmann Machines. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 1999, v:11, n:1, pp:31-44 [Journal]
  26. Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Tomi Silander, Henry Tirri
    Supervised model-based visualization of high-dimensional data. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2000, v:4, n:3-4, pp:213-227 [Journal]
  27. Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen
    B-Course: A Web-Based Tool for Bayesian and Causal Data Analysis. [Citation Graph (0, 0)][DBLP]
    International Journal on Artificial Intelligence Tools, 2002, v:11, n:3, pp:369-387 [Journal]
  28. Teemu Roos, Hannes Wettig, Peter Grünwald, Petri Myllymäki, Henry Tirri
    On Discriminative Bayesian Network Classifiers and Logistic Regression. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2005, v:59, n:3, pp:267-296 [Journal]
  29. Teemu Roos, Petri Myllymäki, Henry Tirri
    A Statistical Modeling Approach to Location Estimation. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Mob. Comput., 2002, v:1, n:1, pp:59-69 [Journal]
  30. Tommi Mononen, Petri Myllymäki
    Fast NML Computation for Naive Bayes Models. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2007, pp:151-160 [Conf]
  31. Tomi Silander, Petri Myllymäki
    A Simple Approach for Finding the Globally Optimal Bayesian Network Structure. [Citation Graph (0, 0)][DBLP]
    UAI, 2006, pp:- [Conf]
  32. Teemu Roos, Petri Myllymäki, Jorma Rissanen
    MDL Denoising Revisited [Citation Graph (0, 0)][DBLP]
    CoRR, 2006, v:0, n:, pp:- [Journal]
  33. Petri Kontkanen, Petri Myllymäki
    A linear-time algorithm for computing the multinomial stochastic complexity. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Lett., 2007, v:103, n:6, pp:227-233 [Journal]

  34. On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem. [Citation Graph (, )][DBLP]


  35. An Empirical Comparison of NML Clustering Algorithms. [Citation Graph (, )][DBLP]


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