• PL 68 (Pietari Kalmin katu 5)

    00014

    Finland

  • PL 68 (Pietari Kalmin katu 5), A320

    HELSINGIN YLIOPISTO

    Finland

1992 …2019
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Personal profile

Curriculum vitae

Petri Myllymäki is a full professor at the Department of Computer Science of University of Helsinki, Finland, and the Director of the Helsinki Institute for Information Technology (HIIT), a joint research institute of University of Helsinki and Aalto University. He is also the Director of the Helsinki Doctoral Education Network in ICT (HICT). Prof. Myllymäki is one of the co-founders and the current leader of the Complex Systems Computation (CoSCo) research group, and he has over 30 years of experience in research in the area of intelligent systems. His current research interests are focused on machine learning and data analytics, in particular with Bayesian networks and other probabilistic models. He has been an editorial board member, program chair, committee member and reviewer for numerous international scientific journals, conferences and organizations, and he has published 150 scientific articles in his research area. He is a co-founder of Ekahau Inc., Cloud'N'Sci Inc., Etsimo Inc. and BayesIT Inc., and has also been responsible for several applied research projects with other companies including Nokia, Tieto, Elisa, M-Brain, Kesko, Kone, StoraEnso, Space Systems Finland/European Space Agency, ABB and AlmaMedia, and the industrial co-operation has lead to a number of fielded applications and patents. He is currently the chairman of the Collaboration Forum for Scientific Computing, chairman of the working group in Digitalization and AI to support the programme "Vision for higher education and research in 2030"of the Ministry of Education and Culture,  expert member of the steering group of the research programme on Novel Applications of Artificial Intelligence in Physical Sciences and Engineering Research (AIPSE) of the Academy of Finland, member of the Finnish Academy of Technology, member of the National Committee for Research Data Management, and member of the ESFRI Strategy Working Group for Data, Computing and Digital Research Infrastructures (SWG DIGIT)

Fields of Science

  • 113 Computer and information sciences
  • Artificial intelligence
  • Machine learning
  • Probabilistic modeling

International and National Collaboration Publications and projects within past five years.

Publications 1992 2019

A method for cleaning of a device

Haeggström, E., Salmi, A., Klami, A., Myllymäki, P. & Rauhala, T., 23 May 2019, IPC No. B08B3/12; B08B9/032; F28G15/00; F28G7/00; G05B13/02, Patent No. WO2019097114A1, 23 May 2019, Priority No. FI20170006017 20171114

Research output: Patent

Detecting Industrial Fouling by Monotonicity during Ultrasonic Cleaning

Rajani, C., Klami, A., Salmi, A., Rauhala, T., Haeggström, E. & Myllymäki, P., 1 Nov 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 6 p.

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

Empirical Hardness of Finding Optimal Bayesian Network Structures: Algorithm Selection and Runtime Prediction

Malone, B., Kangas, K., Järvisalo, M., Koivisto, M. & Myllymäki, P., Jan 2018, In : Machine Learning. 107, 1, p. 247-283 37 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Interactive Intent Modeling for Exploratory Search

Ruotsalo, T., Peltonen, J., Eugster, M. J. A., Glowacka, D., Floréen, P., Myllymäki, P., Jacucci, G. & Kaski, S., Oct 2018, In : ACM Transactions on Information Systems. 36, 4, p. 44:1-46 46 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

AS-ASL: Algorithm Selection with Auto-sklearn

Malone, B., Kangas, K., Järvisalo, M., Koivisto, M. & Myllymäki, P., 2017, In : Proceedings of Machine Learning Research. 79, p. 19-22 4 p.

Research output: Contribution to journalConference articleScientificpeer-review

Open Access
File

Projects 2009 2015

Studia Stemmatologica

Heikkilä, T., Myllymäki, P., Roos, T., Halonen, M., Zou, Y., Arohi, A., Haugen, O. E., Bordalejo, B., Haverling, G., Robinson, P., Roelli, P., Bachmann, D., Phillips-Rodriguez, W., Chiang, D., Mace, C., Windram, H., Howe, C., Stolz, M., Apollon, D., Blockeel, H., Chlench, K., Viehhäuser, G., Schwager, S., Tehrani, J., Buzzoni, M. & Conti, A.

Suomen Kulttuurirahasto

01/01/201030/06/2012

Project: Research project

Activities 1998 2019

Microsoft Research, One Microsoft way, Redmond, WA 98052

Petri Myllymäki (Visiting researcher)
16 Jul 201918 Jul 2019

Activity: Visiting an external institution typesAcademic visit to other institution

Finnish Center for Artificial Intelligence

Petri Myllymäki (Keynote speaker)
23 May 2019

Activity: Talk or presentation typesInvited talk

AI Education in Finland

Petri Myllymäki (Invited speaker)
11 Jun 2019

Activity: Talk or presentation typesInvited talk

Finland’s AI Strategy and Flagship Programme

Petri Myllymäki (Keynote speaker)
5 Mar 2019

Activity: Talk or presentation typesInvited talk

Artificial Intelligence: where is it now, and where is it going?

Petri Myllymäki (Invited speaker)
21 Nov 2019

Activity: Talk or presentation typesInvited talk

Press / Media

Interview on the Finnish radio (YLE): Tiedeykkönen

Petri Myllymäki

10/06/2016

1 Media contribution

Press/Media: Press / Media

Interview on the Finnish radio (Yle Puhe): Puheen päivä

Petri Myllymäki

12/01/2014

1 Media contribution

Press/Media: Press / Media

Article in the Yliopisto magazine

Petri Myllymäki

01/12/2013

1 Media contribution

Press/Media: Press / Media

Article in the Ratkaisu magazine

Petri Myllymäki

01/01/2012

1 Media contribution

Press/Media: Press / Media

Interview on the Tietokone magazine

Petri Myllymäki

19/10/2007

1 Media contribution

Press/Media: Press / Media