Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
- Machine Learning
- Explainable Artificial Intelligense
International and National Collaboration
Publications and projects within past five years.
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A novel probabilistic source apportionment approach: Bayesian Auto-correlated Matrix Factorization
Rusanen, A., Björklund, A., Manousakas, M., Jiang, J., Kulmala, M., Puolamäki, K. & Daellenbach, K. R., 2023, (Accepted/In press) In: Atmospheric Measurement Techniques Discussions.Research output: Contribution to journal › Article › Scientific
Open AccessFile -
Explaining any black box model using real data
Björklund, A., Henelius, A., Oikarinen, E., Kallonen, K. & Puolamäki, K., 8 Aug 2023, In: Frontiers in computer science. 5, 17 p., 1143904.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
SLISEMAP: Combining Supervised Dimensionality Reduction with Local Explanations
Björklund, A., Mäkelä, J. S. & Puolamäki, K., 2023, Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2022. Springer, p. 612–616 5 p. (Lecture Notes in Computer Science; vol. 13718).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
SLISEMAP: supervised dimensionality reduction through local explanations
Björklund, A., Mäkelä, J. & Puolamäki, K., Jan 2023, In: Machine Learning. 112, p. 1-43 43 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
𝛘iplot: Web-First Visualisation Platform for Multidimensional Data
Tanaka, A., Tyree, J., Björklund, A., Mäkelä, J. S. & Puolamäki, K., 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track: European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Proceedings, Part VII. Cham: Springer, p. 335-339 5 p. (Lecture Notes in Computer Science; vol. 14175, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Prizes
Activities
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SLISEMAP: dimensionality reduction through local explanations
Anton Björklund (Speaker)
18 Sep 2023 → 22 Sep 2023Activity: Talk or presentation types › Oral presentation
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European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Anton Björklund (Attendee)
18 Sep 2023 → 22 Sep 2023Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022
Anton Björklund (Attendee)
19 Sep 2022 → 23 Sep 2022Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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AI Day 2022
Anton Björklund (Attendee)
16 Nov 2022Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Anton Björklund (Attendee)
13 Sep 2021 → 17 Sep 2021Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars