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Personlig profil

Information om forskning och undervisning

Professor Hannu Toivonen is a leading expert in data mining and computational creativity. He has introduced and solved several novel research problems in the area of data mining since the field was born in early 1990s; his definitions and algorithms have become standard references and textbook material in the field. He has since developed applications of data mining for gene mapping, context-aware computation, document analysis and summarization, computational creativity, and natural language generation.

Hannu Toivonen obtained his PhD in Computer Science in 1996 and has been Professor at the University of Helsinki since 2002. Hannu Toivonen is Vice Dean of the Faculty of Science at the University of Helsinki since 2018. He was Head of the Department of Computer Science during 2007-9 (170 FTE staff, over 10 MEUR annual budget), director of the Helsinki Doctoral Programme in Computer Science during 2007-11 (80 PhD students) and founding director of the Data Science MSc programme during 2016-2018. He has secured external funding for over 6 MEUR, including three recently completed EU projects and two on-going ones, as well as numerous domestic projects. Prof. Toivonen also has six years of industrial experience from Nokia Research Centre. He holds ten patents.

Hannu Toivonen has close to 200 international refereed publications. According to Google Scholar, he has been cited over 20,000 times and he has an h-index of 51. He served as Programme Chair of IEEE ICDM 2014, a leading data mining conference, and of ICCC 2015, the International Conference on Computational Creativity. He is Associate Editor of the forthcoming Journal of Computational Creativity, as well as Editorial Board member of the leading journals and a regular Senior Programme Committee member of the leading conferences in his research areas.

Utbildning / akademisk kvalifikation

Computer Science, PhD, Helsingfors universitet

Keywords

  • 113 Data- och informationsvetenskap
  • 6121 Språkvetenskaper
  • 6160 Övriga humanistiska vetenskaper

Internationellt och inhemskt samarbete Publikationer och projekt inom de senaste fem åren.

Publikationer 1994 2019

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

Martins, P., Goncalo Oliveira, H., Carlos Gonçalves, J., Cruz, A., Cardoso, A., Žnidaršič, M., Lavrač, N., Linkola, S., Toivonen, H., Hervás, R., Méndez, G. & Gervás, P., 8 feb 2019, I : IBM Journal of Research and Development. 63, 1, s. 9:1-9:17 17 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Conceptual Representations for Computational Concept Creation

Xiao, P., Toivonen, H., Gross, O., Cardoso, A., Correia, J., Machado, P., Martins, P., Goncalo Oliveira, H., Sharma, R., Pinto, A. M., Diaz, A., Francisco, V., Gervás, P., Hervas, R., León, C., Forth, J., Purver, M., Wiggins, G. A., Miljkovic, D., Podpecan, V. & 8 andraPollak, S., Kralj, J., Znidarsic, M., Bohanec, M., Lavrač, N., Urbancic, T., Van Der Velde, F. & Battersby, S., feb 2019, I : ACM Computing Surveys. 52, 1, 33 s., 9.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
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Interactive exploration of heterogeneous biological networks with Biomine Explorer

Podpecan, V., Ramšak, Ž., Gruden, K., Toivonen, H. & Lavrac, N., 24 jun 2019, I : Bioinformatics. btz509.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

News Automation: The rewards, risks and realities of 'machine journalism'

Linden, T. C-G. (red.), Tuulonen, H. E. (red.), Bäck, A., Diakopoulos, N., Granroth-Wilding, M., Haapanen, L., Leppänen, L. J., Melin, M., Moring, T. A., Munezero, M. D., Siren-Heikel, S. J., Södergård, C. & Toivonen, H., mar 2019, Frankfurt: World Association of Newspapers and News Publishers, WAN-IFRA. 55 s.

Forskningsoutput: Bok/rapportBeställd rapportProfessionell

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Projekter 2013 2022

Priser

Honorary Member of TKO-äly

Hannu Toivonen (!!Recipient), 2010

Pris: Pris och hedersbetygelser

Award for a distinguished doctoral thesis

Hannu Toivonen (!!Recipient), 1997

Pris: Pris och hedersbetygelser

Best Paper Award, European Conference on Machine Learning

Hannu Toivonen (!!Recipient), 2008

Pris: Pris och hedersbetygelser

Aktiviteter 1997 2020

Finnish Academy of Science and Letters (Suomalainen Tiedeakatemia) (Extern organisation)

Hannu Toivonen (Medlem)
2015 → …

Aktivitet: MedlemskapstyperMedlemskap eller annan roll i inhemskt/internationellt offentligt organ

The Finnish Academy of Technology (Teknillisten Tieteiden Akatemia) (Extern organisation)

Hannu Toivonen (Medlem)
2012 → …

Aktivitet: MedlemskapstyperMedlemskap eller annan roll i inhemskt/internationellt offentligt organ

The Sixth International Conference on Computational Creativity (ICCC) (Evenemang)

Hannu Toivonen (Ordförande för programkommitté)
29 jun 20152 jul 2015

Aktivitet: Typer för peer review av output och redaktionsarbeteRedaktör för forskningsantologi/samlingsverk/konferenspublikation

IEEE International Conference on Data Mining (Evenemang)

Hannu Toivonen (Ordförande för programkommitté)
14 dec 201417 dec 2014

Aktivitet: Typer för peer review av output och redaktionsarbeteRedaktör för forskningsantologi/samlingsverk/konferenspublikation

The 34th AAAI Conference on Artificial Intelligence (Evenemang)

Hannu Toivonen (Medlem av programkommitté)
7 feb 202012 feb 2020

Aktivitet: Typer för peer review av output och redaktionsarbeteRedaktör för forskningsantologi/samlingsverk/konferenspublikation