Research output per year
Research output per year
Personal profile
Artistic and research interests
Dr Kai Puolamäki is a Professor of Practice at the Department of Computer Science in Aalto University. His primary interests lie in the areas of data mining, machine learning, artificial intelligence, and related algorithms.
He is especially interested in explorative data analysis, in being able to make analytic decisions with the help of large heterogenous data sources, and in introducing new methods and computational concept into other sciences and application areas.
Education/Academic qualification
Doctor of Philosophy, Physics, Helsingin yliopisto
Award Date: 23 Feb 2001
Master of Science, Physics, Helsingin yliopisto
Award Date: 13 Sep 1996
Keywords
- explorative data analysis
- randomization
- machine learning
Fingerprint
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots or
Research output
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Randomization algorithms for large sparse networks
Puolamäki, K., Henelius, A. & Ukkonen, A., 30 May 2019, In : Physical Review E. 99, 5, p. 1-15 15 p., 053311.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Tiler: Software for human-guided data exploration
Henelius, A., Oikarinen, E. & Puolamäki, K., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). p. 672-676 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Biosignals reflect pair-dynamics in collaborative work: EDA and ECG study of pair-programming in a classroom environment
Ahonen, L., Cowley, B. U., Hellas, A. & Puolamäki, K., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-16 3138.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Interactive visual data exploration with subjective feedback: An information-theoretic approach
Puolamaki, K., Oikarinen, E., Kang, B., Lijffijt, J. & De Bie, T., 24 Oct 2018, Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018). IEEE, p. 1212-1215 4 p. 8509333Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Subjectively Interesting Subgroup Discovery on Real-valued Targets
Lijffijt, J., Kang, B., Duivesteijn, W., Puolamäki, K., Oikarinen, E. & De Bie, T., 2018, Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018). IEEE, p. 1356-1359 4 p. 8509369Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Activities
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Stockholm University
Kai Puolamäki (Visiting researcher)
14 Nov 2017 → 16 Nov 2017Activity: Visiting an external institution types › Visit abroad
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Mark Billinghurst
Kai Puolamäki (Host)
1 Jan 2010Activity: Hosting a visitor types › Hosting a visitor
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Foreign Organisation
Kai Puolamäki (Visiting researcher)
2006Activity: Visiting an external institution types › Visit abroad
Press / Media
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Academia and business join forces to develop AI in Finland
05/03/2018
1 item of Media coverage
Press/Media: Media appearance