Research output per year
Research output per year
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.
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An organizational digital footprint for interruption management: a data-driven approach
Kalliomaki-Levanto, T. & Ukkonen, A., 23 Nov 2022, In: Information Technology and People. 35, 8, p. 369-396 28 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Fast text-only domain adaptation of RNN-transducer prediction network
Pylkkonen, J., Ukkonen, A., Kilpikoski, J., Tamminen, S. & Heikinheimo, H., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. Baixas: ISCA, p. 1882-1886 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Generating Images Instead of Retrieving Them: Relevance Feedback on Generative Adversarial Networks
Ukkonen, A., Joona, P. O. & Ruotsalo, T., 2020, SIGIR '20: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, USA: ACM, Association for Computing Machinery, p. 1329-1338 10 p. (Proceedings of ACM SIGIR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
A progressive resampling algorithm for finding very sparse investment portfolios
Hassinen, M. & Ukkonen, A., 2019, ECML PKDD 2018 Workshops: MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings. Alzate, C. & Monreale, A. (eds.). Springer, p. 66-80 (Lecture Notes in Artificial Intelligence; vol. 11054).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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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., 2019, Proceedings of the 31st European Conference on Cognitive Ergonomics. Mulvenna, M. & Bond, R. (eds.). New York: ACM, p. 38-40 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Projects
- 1 Finished
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Automated trolling and fake news generation in future social media: Computational and empirical investigations of the threat and its implications
Salovaara, A. (Project manager), Vepsäläinen, H. (Participant), Zafar, B. (Participant), Paakki, H. (Participant) & Ukkonen, A. (Project manager)
01/01/2019 → 31/12/2022
Project: Research project
Activities
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Media ja yhteiskunta -akatemiaohjelman avajaisseminaari
Vepsäläinen, H. (Poster Presentation) & Ukkonen, A. (Poster Presentation)
9 May 2019Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Learning Embeddings from Probabilistic Triplet Comparisons
Ukkonen, A. (Supervisor)
1 Jan 2018 → 31 Jul 2018Activity: Examination types › Supervision of other thesis (Master's, Licentiate)
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The Seventeenth International Symposium on Intelligent Data Analysis (IDA 2018) (Event)
Ukkonen, A. (Programme Committee Chair)
1 Jan 2018 → 31 Oct 2018Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
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Data Mining and Knowledge Discovery (Journal)
Ukkonen, A. (Editor)
1 May 2018 → 30 Apr 2019Activity: Publication peer-review and editorial work types › Editor of special theme number
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Data Mining and Knowledge Discovery (Journal)
Ukkonen, A. (Member of editorial board)
1 Mar 2018 → …Activity: Publication peer-review and editorial work types › Editor of research journal