Jaakko Peltonen

20012021

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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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  • Directing and Combining Multiple Queries for Exploratory Search by Visual Interactive Intent Modeling

    Strahl, J., Peltonen, J. & Floreen, P., 26 Aug 2021, (E-pub ahead of print) IFIP Conference on Human-Computer Interaction INTERACT 2021. p. 514-535 (Lecture Notes in Computer Science; vol. 12934).

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

  • 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 journalArticleScientificpeer-review

    Open Access
    File
    5 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, p. 5851-5858 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-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.). p. 291-299 9 p. (Advances in Intelligent Systems and Computing; vol. 801).

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

    Open Access
    1 Citation (Scopus)