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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Filosofian tohtori, Teoreettinen fysiikka, Helsingin yliopisto
Award Date: 23 Feb 2001
Filosofian maisteri, Teoreettinen fysiikka, Helsingin yliopisto
Award Date: 13 Sep 1996
Keywords
- explorative data analysis
- randomization
- machine learning
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 AccessFile129 Downloads (Pure) -
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.). SPRINGER, 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 Access3 Citations (Scopus) -
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 AccessFile46 Citations (Scopus)199 Downloads (Pure) -
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
6 Citations (Scopus) -
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
4 Citations (Scopus)
Projects
- 2 Finished
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HGDA/Puolamäki
Puolamäki, K., Atli Tekgul, B. & Oikarinen, E.
01/01/2018 → 31/08/2018
Project: Academy of Finland: Other research funding
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Sarake/Puolamäki
Henelius, A. & Puolamäki, K.
01/01/2018 → 31/08/2018
Project: Academy of Finland: Other research funding
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Stockholm University
Kai Puolamäki (Visiting researcher)
14 Nov 2017 → 16 Nov 2017Activity: Visiting an external institution types › Visiting an external academic institution
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Mike Sips
Kai Puolamäki (Host)
1 Jan 2011Activity: Hosting a visitor types › Hosting an academic visitor
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Gemma Garriga
Kai Puolamäki (Host)
1 Jan 2010Activity: Hosting a visitor types › Hosting an academic visitor
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Mark Billinghurst
Kai Puolamäki (Host)
1 Jan 2010Activity: Hosting a visitor types › Hosting an academic visitor
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Foreign Organisation
Kai Puolamäki (Visiting researcher)
2006Activity: Visiting an external institution types › Visiting an external academic institution