Research output per year
Research output per year
Personal profile
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
Tekniikan tohtori, Teknillinen korkeakoulu
Award Date: 29 Nov 2004
Diplomi-insinööri, Informaatiotekniikka, Teknillinen korkeakoulu
Award Date: 15 May 2001
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Directing and Combining Multiple Queries for Exploratory Search by Visual Interactive Intent Modeling
Strahl, J., Peltonen, J. & Floreen, P., 2021, Human-Computer Interaction – INTERACT 2021 - 18th IFIP TC 13 International Conference, Proceedings. Ardito, C., Lanzilotti, R., Malizia, A., Malizia, A., Petrie, H., Piccinno, A., Desolda, G. & Inkpen, K. (eds.). Springer, p. 514-535 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12934 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access1 Citation (Scopus) -
Regression plane concept for analysing continuous cellular processes with machine learning
Szkalisity, A., Piccinini, F., Beleon, A., Balassa, T., Varga, I. G., Migh, E., Molnar, C., Paavolainen, L., Timonen, S., Banerjee, I., Ikonen, E., Yamauchi, Y., Ando, I., Peltonen, J., Pietiäinen, V., Honti, V. & Horvath, P., Dec 2021, In: Nature Communications. 12, 1, 9 p., 2532.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)91 Downloads (Pure) -
Scalable Probabilistic Matrix Factorization with Graph-Based Priors
Strahl, J., Peltonen, J., Mamitsuka, H. & Kaski, S., 3 Apr 2020, Proceedings of AAAI-20, AAAI Conference on Artificial Intelligence. AAAI Press, p. 5851-5858 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 4).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Tree-structured hierarchical Dirichlet process
Alam, M. H., Peltonen, J., Nummenmaa, J. & Järvelin, K., 1 Jan 2019, Distributed Computing and Artificial Intelligence, Special Sessions, 15th International Conference. Rodríguez, S., Prieto, J., Faria, P., Moreno, M. N., Mazuelas, S., Navarro, E. M., Klos, S., Fernández, A. & Jiménez-López, M. D. (eds.). Springer, p. 291-299 9 p. (Advances in Intelligent Systems and Computing; vol. 801).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
1 Citation (Scopus) -
Author Tree-Structured Hierarchical Dirichlet Process
Alam, M. H., Peltonen, J., Nummenmaa, J. & Järvelin, K., 1 Jan 2018, Discovery Science - 21st International Conference, DS 2018, Proceedings. Ceci, M., Soldatova, L., Vanschoren, J. & Papadopoulos, G. (eds.). Springer, p. 311-327 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11198 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access1 Citation (Scopus)
Projects
- 4 Finished
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FiDiPro - Machine Learning for Augmented Science and Knowledge Work
Guvenc, B., Mamitsuka, H., Kaski, S., Gillberg, L., Eranti, P., Strahl, J., Rezaei Yousefi, Z., Gisbrecht, A. & Peltonen, J.
01/01/2015 → 31/12/2018
Project: Business Finland: Other research funding
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Eksplorointimenetelmiä, jotka hyödyntävät useita tietolähteitä
01/01/2010 → 31/12/2010
Project: Academy of Finland: Other research funding
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Adaptiivisen informatiikan huippuyksikkö
Raitio, J., Smit, P., Corona, F., Palomäki, K., Kurimo, M., Kaski, S., Lindh-Knuutila, T., Leppäaho, E., Raiko, T., Peltonen, J., Väyrynen, J., Pöllä, M., Ajanki, A., Ylipaavalniemi, J., Huopaniemi, I., Viinikanoja, J., Talonen, J., Paukkeri, M., Virtanen, S., Doddipatla, R., Reyhani, N., Turunen, V. & Chen, X.
01/01/2010 → 31/12/2011
Project: Academy of Finland: Other research funding
Activities
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Foreign Organisation
Jaakko Peltonen (Visiting researcher)
20 Aug 2016Activity: Visiting an external institution types › Visiting an external academic institution
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Foreign Organisation
Jaakko Peltonen (Visiting researcher)
10 May 2016 → 14 May 2016Activity: Visiting an external institution types › Visiting an external academic institution
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Conference, seminar or workshop, Spain
Jaakko Peltonen (Contributor)
4 Dec 2016 → 11 Dec 2016Activity: Talk or presentation types › Conference presentation
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Foreign Organisation
Jaakko Peltonen (Visiting researcher)
15 Aug 2016Activity: Visiting an external institution types › Visiting an external academic institution
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University of California Merced
Jaakko Peltonen (Visiting researcher)
2 Apr 2016 → 10 Apr 2016Activity: Visiting an external institution types › Visiting an external academic institution