Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
International and National Collaboration
Publications and projects within past five years.
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Causal Discovery of Linear Cyclic Models from Multiple Experimental Data Sets with Overlapping Variables
Hyttinen, A., Eberhardt, F. & Hoyer, P., 2012, Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence 2012. 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Noisy-OR Models with Latent Confounding
Hyttinen, A., Eberhardt, F. & Hoyer, P., 2011, Uncertainty in artificial intelligence: Proceedings of the twenty-seventh conference (2011). Cozman, F. G. & Pfeffer, A. (eds.). AUAI Press, p. 363-372 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Binary Independent Component Analysis: A Non-stationarity-based Approach
Hyttinen, A., Barin-Pacela, V. & Hyvärinen, A., 2022, The 38th Conference on Uncertainty in Artificial Intelligence. The Association for Uncertainty in Artificial Intelligence, p. 874-884 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach
Tikka, S., Hyttinen, A. & Karvanen, J., 2021, In: Journal of Statistical Software. 99, 5, p. 1-40Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Do-search A Tool for Causal Inference and Study Design with Multiple Data Sources
Karvanen, J., Tikka, S. & Hyttinen, A., Jan 2021, In: Epidemiology. 32, 1, p. 111-119 9 p.Research output: Contribution to journal › Article › Scientific › peer-review
Prizes
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Best paper award at the 23rd International Conference on Discovery Science
Laine, R. (Recipient), Hyttinen, A. (Recipient) & Mathioudakis, M. (Recipient), 2020
Prize: Prizes and awards
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CP 2017 Distinguished Paper Award
Bacchus, F. (Recipient), Hyttinen, A. J. (Recipient), Järvisalo, M. (Recipient) & Saikko, P. H. A. (Recipient), 2017
Prize: Prizes and awards
Activities
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Conference on Uncertainty in Artificial Intelligence
Hyttinen, A. (Speaker: Presenter)
15 Aug 2012 → 18 Aug 2012Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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The 25th Conference on Uncertainty in Artificial Intelligence
Hyttinen, A. (Poster Presentation)
18 Jun 2009 → 21 Sept 2009Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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The 27th Conference on Uncertainty in Artificial Intelligence
Hyttinen, A. (Poster Presentation)
14 Jul 2011 → 17 Jul 2011Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Thirty-second Conference on Neural Information Processing Systems (Event)
Hyttinen, A. (Reviewer)
2018Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Uncertainty in Artificial Intelligence (Event)
Hyttinen, A. (Reviewer)
2018Activity: Publication peer-review and editorial work types › Peer review of manuscripts