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  • PL 68 (Pietari Kalmin katu 5)

    00014

    Finland

20062019
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Personal profile

Description of research and teaching

I am an Academy Research Fellow at the Department of Computer Science, University of Helsinki. I serve as the PI in the Data Science for the Masses project, funded by Academy of Finland

My research interests include combinatorial and probabilistic methods for crowdsourcing/human computation, machine learning, and AI. I like algorithm design and theory, as well as applied data analysis and programming.

Fields of Science

  • 113 Computer and information sciences

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

Publications 2006 2019

  • 8 Conference contribution
  • 3 Article
  • 1 Editorial

Cognitive ergonomics for data analysis

Kalakoski, V., Henelius, A., Oikarinen, E., Ukkonen, A. & Puolamäki, K., 2019, Proceedings of the 31st European Conference on Cognitive Ergonomics. ACM, p. 38-40

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

Open Access
File

Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task

Kalakoski, V., Henelius, A., Oikarinen, E., Ukkonen, A. & Puolamäki, K., 3 Oct 2019, In : Behaviour & Information Technology. 38, 10, p. 1038-1047 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Introduction to the special issue for the ECML PKDD 2019 journal track

Borgwardt, K., Loh, P-L., Terzi, E. & Ukkonen, A., Sep 2019, In : Data Mining and Knowledge Discovery. 33, 5, p. 1223-1224 2 p.

Research output: Contribution to journalEditorialScientific

Open Access
File

Randomization algorithms for large sparse networks

Puolamäki, K., Henelius, A. & Ukkonen, A., 30 May 2019, In : Physical Review E. 99, 5, 15 p., 053311.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

A progressive resampling algorithm for finding very sparse investment portfolios

Hassinen, M. & Ukkonen, A. E. K., 2018, Proceedings of the Third Workshop on MIning DAta for financial applicationS (MIDAS 2018) co-located with the 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2018).

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

Activities 2017 2019

Media ja yhteiskunta -akatemiaohjelman avajaisseminaari

Heidi Vepsäläinen (Poster Presentation), Antti Ukkonen (Poster Presentation)
9 May 2019

Activity: Participating in or organising an event typesOrganisation and participation in conferences, workshops, courses, seminars

Data Mining and Knowledge Discovery (Journal)

Antti Ukkonen (Member of editorial board)
1 Mar 2018 → …

Activity: Publication peer-review and editorial work typesEditor of research journal

Data Mining and Knowledge Discovery (Journal)

Antti Ukkonen (Editor)
1 May 201830 Apr 2019

Activity: Publication peer-review and editorial work typesEditor of special theme number

Learning Embeddings from Probabilistic Triplet Comparisons

Antti Ukkonen (Supervisor)
1 Jan 201831 Jul 2018

Activity: Examination typesSupervision of other thesis (Master's, Licentiate)

The Seventeenth International Symposium on Intelligent Data Analysis (IDA 2018) (Event)

Antti Ukkonen (Programme Committee Chair)
1 Jan 201831 Oct 2018

Activity: Publication peer-review and editorial work typesEditor of research anthology/collection/conference proceedings