Hannu Toivonen

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  1. Expanding and Weighting Stereotypical Properties of Human Characters for Linguistic Creativity

    Alnajjar, K., Hämäläinen, M. K., Chen, H. & Toivonen, H. T. T. Jun 2017 p. 25-32 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  2. Summarisation of weighted networks

    Zhou, F., Qu, Q. & Toivonen, H. 2017 In : Journal of Experimental and Theoretical Artificial Intelligence. 29, 5, p. 1023-1052 30 p.

    Publication: Contribution to journalA1 Refereed journal article

  3. Aspects of Self-awareness: An Anatomy of Metacreative Systems

    Linkola, S. M., Kantosalo, A. A., Männistö, T. M. & Toivonen, H. T. T. 23 Jun 2017 p. 189-196 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  4. Computational Creativity Infrastructure for Online Software Composition: A Conceptual Blending Use Case

    Žnidaršič, M., Cardoso, A., Gervás, P., Martins, P., Hervás, R., Oliveira Alves, A., Goncalo Oliveira, H., Xiao, P., Linkola, S., Toivonen, H., Kranjc, J. & Lavrač, N. Jun 2016 p. 371-379 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  5. Modes for Creative Human-Computer Collaboration: Alternating and Task-Divided Co-Creativity

    Kantosalo, A. & Toivonen, H. 2016 p. 77-84 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  6. Meta4meaning: Automatic Metaphor Interpretation Using Corpus-Derived Word Associations

    Xiao, P., Alnajjar, K., Granroth-Wilding, M., Agres, K. & Toivonen, H. 2016 p. 230-237 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  7. Novelty-Seeking Multi-Agent Systems

    Linkola, S., Takala, T. & Toivonen, H. 30 Jun 2016 p. 1-8 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  8. DopeLearning: A Computational Approach to Rap Lyrics Generation

    Malmi, E., Takala, P., Toivonen, H., Raiko, T. & Gionis, A. 13 Aug 2016 p. 195-204

    Publication: Conference contributionA4 Article in conference publication (refereed)

  9. Holocene temperature changes in northern Fennoscandia reconstructed from chironomids using Bayesian modelling

    Korhola, A. A., Vasko, K., Toivonen, H. T. T. & Olander, H. 2002 In : Quaternary Science Reviews. 21, p. 1841-1860 20 p.

    Publication: Contribution to journalA1 Refereed journal article

  10. Applying Bayesian statistics to organism-based environmental reconstruction

    Mannila, H., Toivonen, H. T. T., Korhola, A. A. & Olander, H. 2001 In : Ecological Applications. 11, p. 618-630 23 p.

    Publication: Contribution to journalA1 Refereed journal article

  11. A Bayesian multinomial Gaussian response model for organism-based environmental reconstruction

    Vasko, K., Toivonen, H. T. T. & Korhola, A. A. 2000 In : Journal of Paleolimnology. 24, p. 243-250 8 p.

    Publication: Contribution to journalA1 Refereed journal article

  12. Learning, mining, or modeling? A case study from palaeoecology

    Mannila, H., Toivonen, H. T. T., Korhola, A. A. & Olander, H. 1998 In : Lecture Notes in Computer Science. 1532, p. 12-24 13 p.

    Publication: Contribution to journalA1 Refereed journal article

  13. Pruning and Grouping of Discovered Association Rules

    Toivonen, H., Klemettinen, M., Ronkainen, P., Hätönen, K. & Mannila, H. 1995 p. 47-52

    Publication: Conference contributionA4 Article in conference publication (refereed)

  14. Finding interesting rules from large sets of discovered association rules

    Klemettinen, M., Mannila, H., Ronkainen, P., Toivonen, H. & Verkamo, A. I. 1994 p. 401-407

    Publication: Conference contributionA4 Article in conference publication (refereed)

  15. LayerFolding: Discovering Creative Links in Word Association Networks

    Xiao, P. & Toivonen, H. T. T. 4 Apr 2016 p. 894-897 4 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  16. Language-Independent Multi-Document Text Summarization with Document-Specific Word Associations

    Gross, O., Doucet, A. & Toivonen, H. T. T. 2016 p. 853-860 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  17. Live improvisation session with Musicreatures

    Myllys, P., Laitinen, J., Nikula, H. & Toivonen, H. T. T. 10 Jan 2015 Helsinki

    Publication: Other contributionF2 Public contribution to artistic work

  18. Koodike A composition by Computer and Lotta Wennäkoski: A composition by Computer and Lotta Wennäkoski

    Wennäkoski, L. & Toivonen, H. T. T. 10 Jan 2015 Helsinki

    Publication: Other contributionF2 Public contribution to artistic work

  19. Data Mining and Machine Learning in Computational Creativity

    Toivonen, H. & Gross, O. 2015 In : Wiley interdisciplinary reviews. Data mining and knowledge discovery. 5, 6, p. 265-275 11 p.

    Publication: Contribution to journalA2 Review in scientific journal

  20. Proceedings of the Sixth International Conference on Computational Creativity: Park City, UT, USA, June 29-2 July 2 2015

    Toivonen, H. T. T. (ed.), Colton, S. (ed.), Cook, M. (ed.) & Ventura, D. (ed.) 2015 Provo, UT: Brigham Young University. 322 p.

    Publication: Book/anthologyC2 Edited book, compilation, conference proceeding or special issue of journal

  21. Interaction Evaluation for Human-Computer Co-Creativity: A Case Study

    Kantosalo, A. A., Toivanen, J. M. & Toivonen, H. T. T. 2015 p. 276-283 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  22. Musicreatures

    Myllys, P. & Toivonen, H. 1 Feb 2015

    Publication: Sound and image mediaI2 ICT programs or applications

  23. Computational Generation and Dissection of Lexical Replacement Humor

    Valitutti, A., Doucet, A., Toivanen, J. & Toivonen, H. Sep 2016 In : Natural Language Engineering. 22, 5, p. 727–749 23 p.

    Publication: Contribution to journalA1 Refereed journal article

  24. Proceedings, 14th IEEE International Conference on Data Mining: 14–17 December 2014 Shenzhen, China

    Kumar, R. (ed.), Toivonen, H. (ed.), Pei, J. (ed.), Huang, J. Z. (ed.) & Wu, X. (ed.) 2014 Los Alamitos, Calif.: IEEE Computer Society. 1146 p.

    Publication: Book/anthologyC2 Edited book, compilation, conference proceeding or special issue of journal

  25. Arts, News, Poetry — The Art of Framing

    Gross, O., Toivanen, J., Lääne, S. & Toivonen, H. 2014 p. 336-339

    Publication: Conference contributionA4 Article in conference publication (refereed)

  26. From Isolation to Involvement: Adapting Machine Creativity Software to Support Human-Computer Co-Creation

    Kantosalo, A., Toivanen, J., Xiao, P. & Toivonen, H. 2014 p. 1-7

    Publication: Conference contributionA4 Article in conference publication (refereed)

  27. Generování obsahu a formy v poezii na základé korpusu

    Toivanen, J., Toivonen, H., Valitutti, A. & Gross, O. 2014 In : Psí víno. 2014, 68, p. 40-57 18 p.

    Publication: Contribution to journalB1 Unrefereed journal article

  28. Document summarization based on word associations

    Gross, O., Doucet, A. & Toivonen, H. Jul 2014 p. 1023-1026 4 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  29. Discovering statistically non-redundant subgroups

    Li, . J., Liu, J., Toivonen, H., Satou, K., Sun, Y. & Sun, B. 2014 In : Knowledge-Based Systems. 67, p. 315-327 13 p.

    Publication: Contribution to journalA1 Refereed journal article

  30. "The Officer Is Taller Than You, Who Race Yourself!": Using Document Specific Word Associations in Poetry Generation

    Toivanen, J., Gross, O. & Toivonen, H. 2014 p. 355-362

    Publication: Conference contributionA4 Article in conference publication (refereed)

  31. Adaptive Heartbeat Modeling for Beat-to-Beat Heart Rate Measurement in Ballistocardiograms

    Paalasmaa, J., Toivonen, H. & Partinen, M. Nov 2015 In : IEEE Journal of Biomedical and Health Informatics. 19, 6, p. 1945-1952 8 p.

    Publication: Contribution to journalA1 Refereed journal article

  32. The Use of Weighted Graphs for Large-Scale Genome Analysis

    Zhou, F., Toivonen, H. & King, R. D. Mar 2014 In : PLoS One. 9, 3, 12 p., e89618

    Publication: Contribution to journalA1 Refereed journal article

  33. Sleep Musicalization: An interactive web installation

    Tulilaulu, A., Paalasmaa, J., Waris, M. & Toivonen, H. Aug 2012 Internet

    Publication: Other contributionF1 Published independent artistic work

  34. Musical Chair

    Toivonen, H. & Sivula, T. 11 Sep 2013 Helsinki : Helsingin yliopisto

    Publication: Other contributionF3 Public artistic play or exhibition

  35. Soul Music: Making music of your dreams

    Toivonen, H. & Sivula, T. 24 Jun 2013 Helsinki : Helsingin yliopisto

    Publication: Other contributionF3 Public artistic play or exhibition

  36. Organization of Computational Creativity Club

    Gross, O. (ed.) & Toivonen, H. 20 Nov 2013

    Publication: Other contributionF2 Public contribution to artistic work

  37. Named Entity Filtering Based on Concept Association Graphs

    Gross, O., Doucet, A. & Toivonen, H. 2013

    Publication: Conference contributionA4 Article in conference publication (refereed)

  38. Software Newsroom – an approach to automation of news search and editing

    Huovelin, J., Gross, O., Solin, O., Linden, K., Maisala, S. P. T., Oittinen, T., Toivonen, H., Niemi, J. & Silfverberg, M. 7 Nov 2013 In : Journal of Print Media Technology research. 2, 3, p. 141-156 15 p.

    Publication: Contribution to journalA1 Refereed journal article

  39. ArNePo: Arts, News & Poetry

    Lääne, S., Gross, O., Toivanen, J. & Toivonen, H. Jun 2013 Art Museum of Tartu

    Publication: Other contributionF2 Public contribution to artistic work

  40. "Let Everything Turn Well in Your Wife": Generation of Adult Humor Using Lexical Constraints

    Valitutti, A., Doucet, A., Toivonen, H. & Toivanen, J. M. 2013 p. 243-248 6 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  41. Automatical Composition of Lyrical Songs

    Toivanen, J., Toivonen, H. & Valitutti, A. 2013 5 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  42. Harnessing Constraint Programming for Poetry Composition

    Toivanen, J., Järvisalo, M. & Toivonen, H. 2013 p. 160-167 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  43. Term Association Analysis for Named Entity Filtering

    Gross, O., Doucet, A. & Toivonen, H. 20 Nov 2012 p. 67 11 p.

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  44. Decomposition and Distribution of Humorous Effect in Interactive Systems

    Valitutti, A., Toivonen, H., Gross, O. & Toivanen, J. 2012 p. 96-100 5 p.

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  45. On Creative Uses of Word Associations

    Toivonen, H., Gross, O., Toivanen, J. M. & Valitutti, A. 2013 p. 17-24 8 p.

    Publication: Conference contributionB3 Unrefereed article in conference proceedings

  46. Contrasting Subgroup Discovery

    Langohr, L., Podpečan, V., Petek, M., Mozetič, I., Gruden, K., Lavrač, N. & Toivonen, H. 2013 In : Computer Journal. 56, 3, p. 289-303 15 p.

    Publication: Contribution to journalA1 Refereed journal article

  47. Privacy Preservation by k-Anonymization of Weighted Social Networks

    Skarkala, M. E., Maragoudakis, M., Gritzalis, S., Mitrou, L., Toivonen, H. & Moen, P. 2012 p. 423-428 6 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  48. Lexical Creativity from Word Associations

    Gross, O., Toivonen, H., Toivanen, J. & Valitutti, A. 2012 p. 35-42 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  49. Sleep Musicalization: Automatic Music Composition from Sleep Measurements

    Tulilaulu, A., Paalasmaa, J., Waris, M. & Toivonen, H. 25 Oct 2012 p. 392-403 12 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  50. Unobtrusive Online Monitoring of Sleep at Home

    Paalasmaa, J., Waris, M., Toivonen, H., Leppäkorpi, L. & Partinen, M. 28 Aug 2012 p. 3784-3788 5 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  51. Retrieval of Relevant and Non-redundant Nodes

    Langohr, L. A. & Toivonen, H. 28 Apr 2012

    Publication: Conference contributionA4 Article in conference publication (refereed)

  52. Corpus-Based Generation of Content and Form in Poetry

    Toivanen, J., Toivonen, H., Valitutti, A. & Gross, O. 2012 p. 175-179 5 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  53. Biomine: Predicting links between biological entities using network models of heterogeneous databases

    Eronen, L. & Toivonen, H. 2012 In : BMC Bioinformatics. 13, 119, 42 p.

    Publication: Contribution to journalA1 Refereed journal article

  54. Effective Pruning for the Discovery of Conditional Functional Dependencies

    Li, J., Liu, J., Toivonen, H. & Yong, J. 2013 In : Computer Journal. 56, 3, p. 378-392 15 p.

    Publication: Contribution to journalA1 Refereed journal article

  55. TASA: Telecommunications alarm sequence analyzer

    Hatonen, K., Klemettinen, M., Mannila, H., Ronkainen, P. & Toivonen, H. 1996 p. 520-529 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  56. Knowledge discovery from telecommunication network alarm databases

    Hatonen, K., Klemettinen, M., Mannila, H., Ronkainen, P. & Toivonen, H. 1996 p. 115-122 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  57. A Model for Mining Relevant and Non-redundant Information

    Langohr, L. A. & Toivonen, H. 26 Mar 2012 p. 132-137

    Publication: Conference contributionA4 Article in conference publication (refereed)

  58. SegMine workflows for semantic microarray data analysis in Orange4WS

    Podpecan, V., Lavrac, N., Mozetic, I., Kralj Novak, P., Trajkovski, I., Langohr, L., Kulovesi, K., Toivonen, H., Petek, M., Motaln, H. & Gruden, K. 2011 In : BMC Bioinformatics. 2011/12, 416

    Publication: Contribution to journalA1 Refereed journal article

  59. Compression of Weighted Graphs

    Toivonen, H., Zhou, F., Hartikainen, A. & Hinkka, A. 2011 p. 965-973

    Publication: Conference contributionA4 Article in conference publication (refereed)

  60. Semantic Subgroup Discovery and Cross-context Linking for Microarray Data Analysis

    Mozetic, I., Lavrac, N., Podpecan, V., Novak, P. K., Motaln, H., Petek, M., Gruden, K., Toivonen, H. & Kulovesi, K. 2012 Bisociative Knowledge Discovery. Berthold, M. R. (ed.). Springer, p. 379-389 11 p. (Lecture Notes in Artificial Intelligence (LNAI); no. 7250)

    Publication: Contribution to book/anthologyB2 Contribution to book/other compilations (non-refereed)

  61. Biomine: A network-structured resource of biological entities for link prediction

    Eronen, L., Hintsanen, P. & Toivonen, H. 2012 Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications. Berthold, M. R. (ed.). Springer-Verlag, p. 364–378 15 p. (Lecture Notes in Computer Science; vol. 7250)

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  62. Review of BisoNet Abstraction Techniques

    Zhou, F., Mahler, S. J. & Toivonen, H. 2012 Bisociative Knowledge Discovery. Berthold, M. R. (ed.). Springer-Verlag, p. 166–178 13 p. (Lecture Notes in Artificial Intelligence (LNAI); no. 7250)

    Publication: Contribution to book/anthologyB2 Contribution to book/other compilations (non-refereed)

  63. Network Analysis: Overview

    Toivonen, H. 2012 Bisociative Knowledge Discovery. Berthold, M. R. (ed.). Springer, p. 144–146 3 p. (Lecture Notes in Artificial Intelligence (LNAI); no. 7250)

    Publication: Contribution to book/anthologyB2 Contribution to book/other compilations (non-refereed)

  64. Patterns and Logic for Reasoning with Networks

    Kimmig, A., Galbrun, E., Toivonen, H. & De Raedt, L. 2012 Bisociative Knowledge Discovery. Berthold, M. R. (ed.). Springer, p. 122-143 22 p. (Lecture Notes in Artificial Intelligence (LNAI); no. 7250)

    Publication: Contribution to book/anthologyB2 Contribution to book/other compilations (non-refereed)

  65. Discovery of Novel Term Associations in a Document Collection

    Hynönen, T., Mahler, S. J. & Toivonen, H. 2012 Bisociative Knowledge Discovery. Berthold, M. R. (ed.). Springer-Verlag, p. 91–103 13 p. (Lecture Notes in Artificial Intelligence (LNAI); no. 7250)

    Publication: Contribution to book/anthologyB2 Contribution to book/other compilations (non-refereed)

  66. Finding representative nodes in probabilistic graphs

    Langohr, L. A. & Toivonen, H. 2012 Bisociative Knowledge Discovery. Berthold, M. R. (ed.). Springer, p. 218–229 12 p. (Lecture Notes in Artificial Intelligence (LNAI); no. 7250)

    Publication: Contribution to book/anthologyB2 Contribution to book/other compilations (non-refereed)

  67. Gene mapping by haplotype pattern mining

    Toivonen, H., Onkamo, P., Vasko, K., Ollikainen, V., Sevon, P., Mannila, H. & Kere, J. 2001 p. 99-108 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  68. Probabilistic Inductive Querying Using ProbLog

    De Raedt, L., Kimmig, A., Gutmann, B., Kersting, K., Santos Costa, V. & Toivonen, H. 2010 Inductive Databases and Constraint-Based Data Mining. Dzeroski, S., Goethals, B. & Panov, P. (eds.). Springer, p. 229-262

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  69. Adaptive On-device Location Recognition

    Laasonen, K., Raento, M. & Toivonen, H. 2004 p. 287-304

    Publication: Conference contributionA4 Article in conference publication (refereed)

  70. Frequent Itemset

    Toivonen, H. 2010 Encyclopedia of Machine Learning. Sammut, C. & Webb, G. I. (eds.). 1. ed. Springer

    Publication: Contribution to book/anthologyD2 Article in professional hand or guide book or in a professional data system, or text book material

  71. Basket Analysis

    Toivonen, H. 2010 Encyclopedia of Machine Learning. Sammut, C. & Webb, G. I. (eds.). 1. ed. Springer

    Publication: Contribution to book/anthologyD2 Article in professional hand or guide book or in a professional data system, or text book material

  72. Association Rule

    Toivonen, H. 2010 Encyclopedia of Machine Learning. Sammut, C. & Webb, G. I. (eds.). 1. ed. Springer

    Publication: Contribution to book/anthologyD2 Article in professional hand or guide book or in a professional data system, or text book material

  73. Apriori Algorithm

    Toivonen, H. 2010 Encyclopedia of Machine Learning. Sammut, C. & Webb, G. I. (eds.). 1. ed. Springer

    Publication: Contribution to book/anthologyD2 Article in professional hand or guide book or in a professional data system, or text book material

  74. Apparatus and method for facilitating contact selection in communication devices

    Sorvari, A., Kähäri, M., Toivonen, H., Gheorghiu, C. & Salmenkaita, J-P. 2009 USA. 25 Aug 2009

    Publication: PatentH1 Patents

  75. Location-based novelty index value and recommendation system and method

    Räsänen, E., Kikta, R., Sorvari, A., Salmenkaita, J-P., Huhtala, Y., Mannila, H., Toivonen, H., Oinonen, K. & Murto, J. 2009 USA. 5 May 2009

    Publication: PatentH1 Patents

  76. Automatic personal playlist generation with implicit user feedback

    Toivonen, H. & Pyhälammi, S. 2008 USA. 18 Mar 2008

    Publication: PatentH1 Patents

  77. A method and a device for frequency counting

    Toivonen, H., Sorvari, A. & Kähäri, M. 2008 South Korea. 18 Jan 2008

    Publication: PatentH1 Patents

  78. System and method for providing context sensitive recommendations to digital services

    Sorvari, A., Kähäri, M., Toivonen, H., Mannila, H. & Salmenkaita, J-P. 2009 USA. 4 Aug 2009

    Publication: PatentH1 Patents

  79. System and method for generating descriptive link names

    Toivonen, H., Sorvari, A. & Kähäri, M. 2007 USA. 14 Aug 2007

    Publication: PatentH1 Patents

  80. Menettely tietoelementin lataamiseksi langattomaan päätelaitteeseen

    Kähäri, M., Sorvari, A. & Toivonen, H. 2006 Finland. 31 Jul 2006

    Publication: PatentH1 Patents

  81. Method for controlling operation of a mobile device by detecting usage situations

    Himberg, J., Mannila, H., Korpiaho, K., Toivonen, H. & Tikanmäki, J. 2005 USA. 28 Jun 2005

    Publication: PatentH1 Patents

  82. Method for gene mapping from chromosome and phenotype data

    Toivonen, H., Onkamo, P., Vasko, K., Ollikainen, V. V., Sevon, P., Mannila, H. & Kere, J. 21 Jun 2005 USA. 20 May 2010

    Publication: PatentH1 Patents

  83. Frequent Pattern

    Toivonen, H. 2010 Encyclopedia of Machine Learning. Sammut, C. & Webb, G. I. (eds.). 1. ed. Springer

    Publication: Contribution to book/anthologyD2 Article in professional hand or guide book or in a professional data system, or text book material

  84. Predicting and preventing student failure - using the k-nearest neighbour method to predict student performance in an online course environment

    Tanner, T. & Toivonen, H. 2010 In : International Journal of Learning Technology. 5, 4, p. 356-377 12 p.

    Publication: Contribution to journalA1 Refereed journal article

  85. A Framework for Path-Oriented Network Simplification

    Toivonen, H., Mahler, S. & Zhou, F. May 2010 p. 220-231 12 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  86. Network Simplification with Minimal Loss of Connectivity

    Zhou, F., Mahler, S. J. & Toivonen, H. Dec 2010 p. 659-668 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  87. Fast Discovery of Reliable Subnetworks

    Hintsanen, P., Toivonen, H. & Sevon, P. 2010 p. 104-111 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  88. Fast Discovery of Reliable k-terminal Subgraphs

    Kasari, M., Toivonen, H. & Hintsanen, P. 2010 p. 168-177 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  89. Association analysis for quantitative traits by data mining: QHPM

    Onkamo, P., Ollikainen, V., Sevon, P., Toivonen, H. T. T., Mannila, H. & Kere, J. 2002 In : Annals of Human Genetics. 2002, 66, p. 419-429 11 p.

    Publication: Contribution to journalA1 Refereed journal article

  90. Mining associations between genetic markers, phenotypes, and covariates

    Sevon, P., Ollikainen, V., Onkamo, P., Toivonen, H. T. T., Mannila, H. & Kere, J. 2001 In : Genetic Epidemiology. 2001, 21, p. S588-S593 6 p.

    Publication: Contribution to journalA1 Refereed journal article

  91. Second-generation association study of the 5q31 cytokine gene cluster and the interleukin-4 receptor in asthma

    Kauppi, P., Lindblad-Toh, K., Sevon, P., Toivonen, H. T. T., Rioux, J. D., Villapakkam, A., Laitinen, L. A., Hudson, T. J., Kere, J. & Laitinen, T. 2001 In : Genomics. 2001, 77, p. 35-42 8 p.

    Publication: Contribution to journalA1 Refereed journal article

  92. Data mining applied to linkage disequilibrium mapping

    Toivonen, H. T. T., Onkamo, P., Vasko, K., Ollikainen, V., Sevon, P., Mannila, H., Herr, M. & Kere, J. 2000 In : American Journal of Human Genetics. 2000, 67, p. 133-145 13 p.

    Publication: Contribution to journalA1 Refereed journal article

  93. Bisociative knowledge discovery for microarray data analysis

    Mozetic, I., Lavrac, N., Podpecan, V., Novak, P. K., Motaln, H., Petek, M., Gruden, K., Toivonen, H. & Kulovesi, K. 2010 p. 190-199 10 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  94. Review of network abstraction techniques

    Zhou, F., Mahler, S. & Toivonen, H. 2009 p. 50-63 14 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  95. Constructing information networks from textual documents

    Jursic, M., Lavrac, N., Mozetic, I., Podpecan, V. & Toivonen, H. 2009 p. 23-38 16 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  96. Finding representative nodes in probabilistic graphs

    Langohr, L. & Toivonen, H. 2009 p. 65-76 12 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  97. Compressing probabilistic Prolog programs

    De Raedt, L., Kersting, K., Kimmig, A., Revoredo, K. & Toivonen, H. 2008 In : Machine Learning. 70, 2-3, p. 151-168 18 p.

    Publication: Contribution to journalA1 Refereed journal article

  98. Finding reliable subgraphs from large probabilistic graphs

    Hintsanen, P. & Toivonen, H. 2008 In : Data Mining and Knowledge Discovery. 17, 1, p. 3-23 21 p.

    Publication: Contribution to journalA1 Refereed journal article

  99. Finding reliable subgraphs from large probabilistic graphs

    Hintsanen, P. & Toivonen, H. 2008 Machine learning and knowledge discovery in databases. Berlin: Springer

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  100. Summer School on Algorithmic Data Analysis (SADA 2007) and Annual Hecse Poster Session

    Mäkinen, V. (ed.), Linden, G. (ed.) & Toivonen, H. (ed.) 2007 Helsinki: Helsingin yliopisto, tietojenkäsittelytieteen laitos. 110 p. (Series of publications / Department of Computer ScienceB; no. 2007-4)

    Publication: Book/anthologyC2 Edited book, compilation, conference proceeding or special issue of journal

  101. ProbLog: a probabilistic prolog and its application in link discovery

    De Raedt, L., Kimmig, A. & Toivonen, H. 2007 p. 2468-2473 6 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  102. Constrained hidden Markov models for population-based haplotyping

    Landwehr, N., Mielikäinen, T., Eronen, L., Toivonen, H. & Mannila, H. 2007 In : BMC Bioinformatics. 8, 2, 9 s

    Publication: Contribution to journalA1 Refereed journal article

  103. Probabilistic Explanation Based Learning

    De Raedt, L., Kimmig, A. & Toivonen, H. 2007 p. 176-187 12 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  104. Constrained Hidden Markov Models for population-based haplotyping

    Landwehr, N., Mielikäinen, T., Eronen, L., Toivonen, H. & Mannila, H. 2006 Probabilistic modeling and machine learning in structural and systems biology. Helsinki: Helsinki University Printing House, p. 38-43 6 p.

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  105. A survey of data mining methods for linkage disequilibrium mapping

    Onkamo, P. & Toivonen, H. 2006 In : Human Genomics. 2, 5, p. 336-340 5 p.

    Publication: Contribution to journalA1 Refereed journal article

  106. TreeDT: tree pattern mining for gene mapping

    Sevon, P., Toivonen, H. & Ollikainen, V. 2006 In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 3, 2, p. 174-185 12 p.

    Publication: Contribution to journalA1 Refereed journal article

  107. Link discovery in graphs derived from biological databases

    Sevon, P., Eronen, L., Hintsanen, P., Kulovesi, K. & Toivonen, H. 2006 Data integration in the life sciences. Berlin: Springer, p. 35-49 15 p.

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  108. Visualisation of associations between nucleotides in SNP neighbourhoods

    Kulovesi, K., Muhonen, J., Lappalainen, I., Riikonen, P. T., Vihinen, M., Toivonen, H. & Pasanen, T. 2006 Intelligent data analysis in biomedicine and pharmacology. Verona: University of Verona, p. 61-62 2 p.

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  109. Closed non-derivable itemsets

    Muhonen, J. & Toivonen, H. 2006 p. 601-608 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  110. An empirical comparison of case-control and trio based study designs in high throughput association mapping

    Hintsanen, P., Sevon, P., Onkamo, P., Eronen, L. & Toivonen, H. 2006 In : Journal of Medical Genetics. 43 (2006), 8 s

    Publication: Contribution to journalA1 Refereed journal article

  111. HaploRec: efficient and accurate large-scale reconstruction of haplotypes

    Eronen, L., Geerts, F. & Toivonen, H. 2006 In : BMC Bioinformatics. 7, 542, 38 s

    Publication: Contribution to journalA1 Refereed journal article

  112. Data mining in bioinformatics

    Wang, J. T. L. & Toivonen, H. 2005 New York: Springer. (Advanced information and knowledge processing)

    Publication: Book/anthologyC1 Published scientific monograph

  113. Data mining for gene mapping

    Toivonen, H., Onkamo, P., Hintsanen, P., Terzi, E. & Sevon, P. 2005 Next generation of data-mining applications. Hoboken, N.J: Wiley-Interscience, p. 263-293 31 p.

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  114. Mining non-derivable association rules

    Goethals, B., Muhonen, J., Toivonen, H. & Muhonen, J. 2005 p. 239-249 11 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  115. ContextPhone: a prototyping platform for context-aware mobile applications

    Raento, M., Oulasvirta, A., Petit, R. & Toivonen, H. 2005 In : IEEE Pervasive Computing. 4, 2, p. 51-59 9 p.

    Publication: Contribution to journalA1 Refereed journal article

  116. Combining phenotypic and genotypic data to discover multiple disease genes

    Toivonen, H., Hyvönen, S. & Sevon, P. 2005 p. 7-14 8 p.

    Publication: Conference contributionA4 Article in conference publication (refereed)

  117. Efficient Markovian algorithms for haplotype reconstruction

    Eronen, L., Geerts, F. & Toivonen, H. 2005 Modernin informaatioteknologian menetelmätutkimusta. Petroskoi: Petroskoin yliopisto, p. 16-39 24 p.

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  118. Gene Mapping by Pattern Discovery: chapter 6

    Sevon, P., Toivonen, H. T. T. & Onkamo, P. 2005 Data mining in bioinformatics. New York: Springer, p. 105-126 22 p.

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  119. Introduction to data mining in bioinformatics: chapter 1

    Wang, J. T. L., Zaki, M. J., Toivonen, H. T. T. & Shasha, D. 2005 Data mining in bioinformatics. New York: Springer, p. 3-8 6 p.

    Publication: Contribution to book/anthologyA3 Contribution to book/other compilations (refereed)

  120. Sosiaalista tilatietoa kontekstipuhelimella

    Raento, M., Oulasvirta, A., Toivonen, H. & Mäntylä, M. 2005 In : Prosessori. 2005, 1, p. 54-56 3 p.

    Publication: Contribution to journalE1 Popular article, newspaper article