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Juho Rousu
Professor, Computer Science
Department of Computer Science (www)
Person profile
- Director of Life Science Technologies Master’s Programme (LifeTech).
- Leader of Kernel Methods, Pattern Analysis and Computational Metabolomics (KEPACO) research group
- Leader of Foundations of Computational Health (FCHealth) research programme of Helsinki institute for Information Technology (HIIT)
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Activities
- MAGITICS - MAchine learning for diGItal diagnosTICS of antimicrobial resistance. JPIAMR/AoF grant (2020-2022)
- MACOME - Machine Learning for Computational Metabolomics. Academy of Finland grant (2017-2021)
- TensorBiomed - Tensor Learning for Biomedicine. Academy of Finland grant (2018-2019)
- D4Health - Data-driven Decision support for Digital Health. Academy of Finland grant (2016-2018)
- Steering Board of Machine Learning in Computational and Systems Biology (MLCSB) Community of Specific Interest (COSI) of International Society for Computational Biology
- Selection of my publications can be found on the KEPACO group pages
- My profiles on ResearchGate and Linkedin
Person profile
- Vice-head of Department of Computer Science (Research matters)
- Vice-Chair of Board of Aalto Health Platform
- Steering group of Helsinki institute for Information Technology HIIT
- Leader of Kernel Methods, Pattern Analysis and Computational Metabolomics (KEPACO) research group in Aalto ICS department & HIIT
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Activities
- LiF - Living Factories. Tekes strategic opening grant 2014-2016.
- MIDAS - Metabolite Identification through Algorithms and Statistical Learning. Acadamy of Finland grant (2013-2017)
- D4Health - Data-driven Decision support for Digital Health. Academy of Finland grant (2016-2018)
- Recent program committees: AISTATS'16, NIPS'16, MLSB'16, ECML/PKDD'16
- Selection of my publications can be found on the KEPACO group pages
- My profiles on ResearchGate and Linkedin
Background
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Main previous professional appointments
- Professor (pro tem) University of Helsinki
- Marie Curie Fellow, Royal Holloway University of London
- VTT Technical Research Centre of Finland
Background
-
Main previous professional appointments
- Professor (pro tem) University of Helsinki
- Marie Curie Fellow, Royal Holloway University of London
- VTT Technical Research Centre of Finland
Keywords
algorithms
Metabolomics
Graph and network data
Structured prediction
Kernel methods
machine learning
computational biomedicine
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