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):
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Collaborations and top research areas from the last five years
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Research output
- 3 Article
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A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction
Szedmak, S., Cichonska, A., Julkunen, H., Pahikkala, T. & Rousu, J., 2020, (Accepted/In press) In: arXiv.org. cs.LG, 2005.01538, p. 1-14 14 p.Research output: Contribution to journal › Article › Scientific
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Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects
Julkunen, H., Cichonska, A., Gautam, P., Szedmak, S., Douat, J., Pahikkala, T., Aittokallio, T. & Rousu, J., 1 Dec 2020, In: Nature Communications. 11, 1, 11 p., 6136.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile44 Citations (Scopus)50 Downloads (Pure) -
Learning with multiple pairwise kernels for drug bioactivity prediction
Cichonska, A., Pahikkala, T., Szedmak, S., Julkunen, H., Airola, A., Heinonen, M., Aittokallio, T. & Rousu, J., 1 Jul 2018, In: Bioinformatics. 34, 13, p. i509-i518Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile37 Citations (Scopus)146 Downloads (Pure)
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AIB: AI technologies for interaction prediction in biomedicine (AIB)
Rousu, J., Huusari, R., Szedmak, S. & Julkunen, H.
01/01/2022 → 31/12/2024
Project: Academy of Finland: Other research funding
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Tensor Learning for Biomedicine
Rousu, J., Mapar, P., Shadbahr, T., Julkunen, H., Uurtio, V. & Sabzevari, M.
01/01/2018 → 31/12/2019
Project: Academy of Finland: Other research funding
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Date-Driven Support for Digital Health
Rousu, J., Nguyen Van, L., Sivula, T., Julkunen, H., Shen, H., Cichonska, A., Mapar, P., Szedmak, S. & Brouard, C.
01/01/2016 → 30/06/2018
Project: Academy of Finland: Other research funding