• PL 68 (Pietari Kalmin katu 5)

    00014

    Finland

  • PL 68 (Pietari Kalmin katu 5), A320

    HELSINGIN YLIOPISTO

    Finland

1992 …2018
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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)

Keywords

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

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

Publications 1992 2018

DETECTING INDUSTRIAL FOULING BY MONOTONICITY DURING ULTRASONIC CLEANING

Rajani, C., Klami, A. O., Salmi, A. H., Rauhala, T. J. J., Haeggström, E. O. & Myllymäki, P. J., 2018, 2018 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING.

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

Interactive intent modeling for exploratory search

Ruotsalo, T., Peltonen, J., Eugster, M. J. A., Glowacka, D., Floreen, P. B. J., Myllymäki, P. J., 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

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

Duplicate Detection for Bayesian Network Structure Learning

Jahnsson, N., Malone, B. & Myllymäki, P., Jan 2017, In : New Generation Computing. 35, 1, p. 47-67 21 p.

Research output: Contribution to journalArticleScientificpeer-review

Projects 2009 2015

Studia Stemmatologica

Heikkilä, T. M., Myllymäki, P. J., Roos, T. 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

Rohkea tekoäly

Petri Myllymäki (Speaker)
9 Jan 2019

Activity: Talk or presentation typesInvited talk

AI Shaping the Future

Petri Myllymäki (Speaker)
30 Oct 2018

Activity: Talk or presentation typesInvited talk

Societal Impact of AI

Petri Myllymäki (Speaker)
12 Dec 2018

Activity: Talk or presentation typesInvited talk

Working group in "Digitalization and AI " of the Ministry of Education and Culture (External organisation)

Petri Myllymäki (Chair)
26 Jan 201831 Dec 2018

Activity: Membership typesMembership or other role in national/international committee, council, board

Vector Quantization Techniques for Approximate Nearest Neighbor Search in Large-Scale Datasets

Petri Myllymäki (Opponent)
13 Oct 2017

Activity: Examination typesOpponent of doctoral dissertation