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Hannu Toivonen: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Mika Klemettinen, Heikki Mannila, Pirjo Ronkainen, Hannu Toivonen, A. Inkeri Verkamo
    Finding Interesting Rules from Large Sets of Discovered Association Rules. [Citation Graph (27, 0)][DBLP]
    CIKM, 1994, pp:401-407 [Conf]
  2. Hannu Toivonen
    Sampling Large Databases for Association Rules. [Citation Graph (24, 13)][DBLP]
    VLDB, 1996, pp:134-145 [Conf]
  3. Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo
    Discovering Frequent Episodes in Sequences. [Citation Graph (22, 0)][DBLP]
    KDD, 1995, pp:210-215 [Conf]
  4. Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo
    Efficient Algorithms for Discovering Association Rules. [Citation Graph (20, 0)][DBLP]
    KDD Workshop, 1994, pp:181-192 [Conf]
  5. Heikki Mannila, Hannu Toivonen
    Levelwise Search and Borders of Theories in Knowledge Discovery. [Citation Graph (8, 0)][DBLP]
    Data Min. Knowl. Discov., 1997, v:1, n:3, pp:241-258 [Journal]
  6. Heikki Mannila, Hannu Toivonen
    Discovering Generalized Episodes Using Minimal Occurrences. [Citation Graph (6, 0)][DBLP]
    KDD, 1996, pp:146-151 [Conf]
  7. Marcel Holsheimer, Martin L. Kersten, Heikki Mannila, Hannu Toivonen
    A Perspective on Databases and Data Mining. [Citation Graph (5, 0)][DBLP]
    KDD, 1995, pp:150-155 [Conf]
  8. Kimmo Hätönen, Mika Klemettinen, Heikki Mannila, Pirjo Ronkainen, Hannu Toivonen
    Knowledge Discovery from Telecommunication Network Alarm Databases. [Citation Graph (4, 5)][DBLP]
    ICDE, 1996, pp:115-122 [Conf]
  9. Ykä Huhtala, Juha Kärkkäinen, Pasi Porkka, Hannu Toivonen
    Efficient Discovery of Functional and Approximate Dependencies Using Partitions. [Citation Graph (3, 12)][DBLP]
    ICDE, 1998, pp:392-401 [Conf]
  10. Heikki Mannila, Hannu Toivonen
    Multiple Uses of Frequent Sets and Condensed Representations (Extended Abstract). [Citation Graph (2, 0)][DBLP]
    KDD, 1996, pp:189-194 [Conf]
  11. Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo
    Discovery of Frequent Episodes in Event Sequences. [Citation Graph (2, 0)][DBLP]
    Data Min. Knowl. Discov., 1997, v:1, n:3, pp:259-289 [Journal]
  12. Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Hannu Toivonen
    Data mining, Hypergraph Transversals, and Machine Learning. [Citation Graph (1, 12)][DBLP]
    PODS, 1997, pp:209-216 [Conf]
  13. Ykä Huhtala, Juha Kärkkäinen, Pasi Porkka, Hannu Toivonen
    TANE: An Efficient Algorithm for Discovering Functional and Approximate Dependencies. [Citation Graph (1, 0)][DBLP]
    Comput. J., 1999, v:42, n:2, pp:100-111 [Journal]
  14. Hannu Toivonen, Paivi Onkamo, Kari Vasko, Vesa Ollikainen, Petteri Sevon, Heikki Mannila, Juha Kere
    Gene Mapping by Haplotype Pattern Mining. [Citation Graph (0, 0)][DBLP]
    BIBE, 2000, pp:99-108 [Conf]
  15. Mika Klemettinen, Heikki Mannila, Hannu Toivonen
    A Data Mining Methodology and Its Application to Semi-automatic Knowledge Acquisition. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 1997, pp:670-677 [Conf]
  16. Petteri Sevon, Lauri Eronen, Petteri Hintsanen, Kimmo Kulovesi, Hannu Toivonen
    Link Discovery in Graphs Derived from Biological Databases. [Citation Graph (0, 0)][DBLP]
    DILS, 2006, pp:35-49 [Conf]
  17. Heikki Mannila, Hannu Toivonen, Atte Korhola, Heikki Olander
    Learning, Mining, or Modeling? A Case Study from Paleocology. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 1998, pp:12-24 [Conf]
  18. Wilhelmiina Hämäläinen, Hannu Toivonen, Vladimir Poroshin
    Mining Relaxed Graph Properties in Internet. [Citation Graph (0, 0)][DBLP]
    ICWI, 2004, pp:152-159 [Conf]
  19. Johan Himberg, Kalle Korpiaho, Heikki Mannila, Johanna Tikanmäki, Hannu Toivonen
    Time Series Segmentation for Context Recognition in Mobile Devices. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:203-210 [Conf]
  20. Kari Vasko, Hannu Toivonen
    Estimating the number of segments in time series data using permutation tests. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:466-473 [Conf]
  21. Luc De Raedt, Angelika Kimmig, Hannu Toivonen
    ProbLog: A Probabilistic Prolog and Its Application in Link Discovery. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:2462-2467 [Conf]
  22. Luc Dehaspe, Hannu Toivonen, Ross D. King
    Finding Frequent Substructures in Chemical Compounds. [Citation Graph (0, 0)][DBLP]
    KDD, 1998, pp:30-36 [Conf]
  23. Petteri Sevon, Hannu Toivonen, Vesa Ollikainen
    TreeDT: gene mapping by tree disequilibrium test. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:365-370 [Conf]
  24. Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen
    Foreword. [Citation Graph (0, 0)][DBLP]
    BIOKDD, 2002, pp:- [Conf]
  25. Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen
    Opening Remarks. [Citation Graph (0, 0)][DBLP]
    BIOKDD, 2003, pp:- [Conf]
  26. Kari Laasonen, Mika Raento, Hannu Toivonen
    Adaptive On-Device Location Recognition. [Citation Graph (0, 0)][DBLP]
    Pervasive, 2004, pp:287-304 [Conf]
  27. Jaana Heino, Hannu Toivonen
    Automated Detection of Epidemics from the Usage Logs of a Physicians' Reference Database. [Citation Graph (0, 0)][DBLP]
    PKDD, 2003, pp:180-191 [Conf]
  28. Juho Muhonen, Hannu Toivonen
    Closed Non-derivable Itemsets. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:601-608 [Conf]
  29. Lauri Eronen, Floris Geerts, Hannu Toivonen
    A Markov Chain Approach to Reconstruction of Long Haplotypes. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2004, pp:104-115 [Conf]
  30. Bart Goethals, Juho Muhonen, Hannu Toivonen
    Mining Non-Derivable Association Rules. [Citation Graph (0, 0)][DBLP]
    SDM, 2005, pp:- [Conf]
  31. Hannu Toivonen, Ashwin Srinivasan, Ross D. King, Stefan Kramer, Christoph Helma
    Statistical Evaluation of the Predictive Toxicology Challenge 2000-2001. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2003, v:19, n:10, pp:1183-1193 [Journal]
  32. Luc Dehaspe, Hannu Toivonen
    Discovery of Frequent DATALOG Patterns. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 1999, v:3, n:1, pp:7-36 [Journal]
  33. Mika Klemettinen, Heikki Mannila, Hannu Toivonen
    Interactive exploration of interesting findings in the Telecommunication Network Alarm Sequence Analyzer (TASA). [Citation Graph (0, 0)][DBLP]
    Information & Software Technology, 1999, v:41, n:9, pp:557-567 [Journal]
  34. Mika Klemettinen, Heikki Mannila, Hannu Toivonen
    Rule Discovery in Telecommunication Alarm Data. [Citation Graph (0, 0)][DBLP]
    J. Network Syst. Manage., 1999, v:7, n:4, pp:- [Journal]
  35. Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen
    BIOKDD01: Workshop on Data Mining in Bioinformatics. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:3, n:2, pp:71-73 [Journal]
  36. Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen
    BIOKDD 2002: Recent Advanced in Data Minig for Bioinformatics. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:4, n:2, pp:112-114 [Journal]
  37. Mohammed Javeed Zaki, Jason Tsong-Li Wang, Hannu Toivonen
    Data mining in bioinformatics: report on BIOKDD'03. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2003, v:5, n:2, pp:198-199 [Journal]
  38. Petteri Sevon, Hannu Toivonen, Vesa Ollikainen
    TreeDT: Tree Pattern Mining for Gene Mapping. [Citation Graph (0, 0)][DBLP]
    IEEE/ACM Trans. Comput. Biology Bioinform., 2006, v:3, n:2, pp:174-185 [Journal]
  39. Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Sanjeev Saluja, Hannu Toivonen, Ram Sewak Sharm
    Discovering all most specific sentences. [Citation Graph (0, 0)][DBLP]
    ACM Trans. Database Syst., 2003, v:28, n:2, pp:140-174 [Journal]
  40. Angelika Kimmig, Luc De Raedt, Hannu Toivonen
    Probabilistic Explanation Based Learning. [Citation Graph (0, 0)][DBLP]
    ECML, 2007, pp:176-187 [Conf]
  41. Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen
    Revising Probabilistic Prolog Programs. [Citation Graph (0, 0)][DBLP]
    ILP, 2006, pp:30-33 [Conf]

  42. A Framework for Path-Oriented Network Simplification. [Citation Graph (, )][DBLP]


  43. Fast Discovery of Reliable k-terminal Subgraphs. [Citation Graph (, )][DBLP]


  44. Finding Reliable Subgraphs from Large Probabilistic Graphs. [Citation Graph (, )][DBLP]


  45. Directional sensitivity of least-squares state estimators. [Citation Graph (, )][DBLP]


  46. Fast Discovery of Reliable Subnetworks. [Citation Graph (, )][DBLP]


  47. Constrained hidden Markov models for population-based haplotyping. [Citation Graph (, )][DBLP]


  48. HaploRec: efficient and accurate large-scale reconstruction of haplotypes. [Citation Graph (, )][DBLP]


  49. Finding reliable subgraphs from large probabilistic graphs. [Citation Graph (, )][DBLP]


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