Research output per year
Research output per year
Aalto SCI Computer Science Konemiehentie 2
Research activity per year
I am interested in developing principled machine learning methods, models and tools for computational and data science. My methods toolbox is primarily built on regularised learning, kernels and sparsity, as well as efficient convex/non-convex optimisation methods. My favourite topics include learning with multiple and structured targets, multiple views and ensembles. Applications of interest include metabolomics, biomedicine, pharmacology and synthetic biology.
Doctor of Philosophy, Computer Science, Helsingin yliopisto
Award Date: 15 Jun 2001
Research output: Contribution to journal › Article › Scientific
Research output: Contribution to journal › Article › Scientific
Research output: Contribution to journal › Article › Scientific
Research output: Contribution to journal › Article › Scientific
Research output: Contribution to journal › Article › Scientific › peer-review
Rousu, J., Huusari, R., Szedmak, S., Xiang, W. & Oksanen, M.
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
Rousu, J., Bach, E., Brouard, C., Sabzevari, M. & Huusari, R.
01/09/2017 → 31/08/2021
Project: Academy of Finland: Other research funding
01/07/2018 → 31/10/2019
Project: Other external funding: Other public funding
Rousu, J., Mapar, P., Uurtio, V., Shadbahr, T., Sabzevari, M. & Julkunen, H.
01/01/2018 → 31/12/2019
Project: Academy of Finland: Other research funding
Rousu, J., Mapar, P., Sivula, T., Cichonska, A., Nguyen Van, L., Brouard, C., Szedmak, S. & Julkunen, H.
01/01/2016 → 30/06/2018
Project: Academy of Finland: Other research funding
Honeyborne, I. (Contributor), McHugh, T. D. (Contributor), Kuittinen, I. (Contributor), Cichonska, A. (Contributor), Evangelopoulos, D. (Contributor), Ronacher, K. (Contributor), van Helden, P. D. (Contributor), Gillespie, S. H. (Contributor), Fernandez-Reyes, D. (Contributor), Walzl, G. (Contributor), Rousu, J. (Contributor), Butcher, P. D. (Contributor) & Waddell, S. J. (Contributor), 1 Jan 2016
DOI: 10.6084/m9.figshare.c.3628568.v1, https://figshare.com/collections/Profiling_persistent_tubercule_bacilli_from_patient_sputa_during_therapy_predicts_early_drug_efficacy/3628568/1
Dataset
Schymanski, E. L. (Contributor), Ruttkies, C. (Contributor), Krauss, M. (Contributor), Brouard, C. (Contributor), Kind, T. (Contributor), Dührkop, K. (Contributor), Allen, F. (Contributor), Vaniya, A. (Contributor), Verdegem, D. (Contributor), Böcker, S. (Contributor), Rousu, J. (Contributor), Shen, H. (Contributor), Tsugawa, H. (Contributor), Sajed, T. (Contributor), Fiehn, O. (Contributor), Ghesquière, B. (Contributor) & Neumann, S. (Contributor), 1 Jan 2017
DOI: 10.6084/m9.figshare.c.3727522.v1, https://figshare.com/collections/Critical_Assessment_of_Small_Molecule_Identification_2016_automated_methods/3727522/1
Dataset
Brouard, C. (Contributor), Shen, H. (Contributor), Dührkop, K. (Contributor), d'Alché-Buc, F. (Contributor), Böcker, S. (Contributor) & Rousu, J. (Contributor), 1 Jan 2017
DOI: 10.5281/zenodo.804240, https://zenodo.org/record/804240
Dataset
Cankorur-Cetinkaya, A. (Contributor), Dias, J. M. L. (Contributor), Kludas, J. (Contributor), Slater, N. K. H. (Contributor), Rousu, J. (Contributor), Oliver, S. G. (Contributor) & Dikicioglu, D. (Contributor), Apollo - University of Cambridge Repository , 1 Jan 2016
DOI: 10.17863/cam.10257, https://www.repository.cam.ac.uk/handle/1810/265930
Dataset
Brouard, C. (Contributor), Shen, H. (Contributor), Dührkop, K. (Contributor), d'Alché-Buc, F. (Contributor), Böcker, S. (Contributor) & Rousu, J. (Contributor), 1 Jan 2017
DOI: 10.5281/zenodo.804241, https://zenodo.org/record/804241
Dataset
Rousu, Juho (Recipient), 2010
Prize: Award or honor granted for a specific work
Rousu, Juho (Supervisor) & Huibin Shen (Recipient), 11 May 2018
Prize: Award or honor granted for a specific work
Rousu, Juho (Supervisor) & Cichonska, Anna (Recipient), 29 May 2020
Prize: Award or honor granted for a specific work
Rousu, Juho (Recipient), Kai Duehrkop (Recipient), Sebastian Böcker (Recipient), Huibin Shen (Recipient) & Marvin Meusel (Recipient), 6 May 2016
Prize: Invitation or ranking in competition
Rousu, Juho (Recipient), 2017
Prize: Invitation or ranking in competition
Juho Rousu (Speaker)
Activity: Talk or presentation types › Public or invited talk
Juho Rousu (Member)
Activity: Participating in or organising an event types › Participant of a conference, workshop, session or tutorial
Juho Rousu (Speaker)
Activity: Talk or presentation types › Public or invited talk
Juho Rousu (Speaker)
Activity: Talk or presentation types › Public or invited talk
Juho Rousu (Speaker)
Activity: Talk or presentation types › Public or invited talk
22/12/2020
1 item of Media coverage
Press/Media: Media appearance
06/12/2020
1 item of Media coverage
Press/Media: Media appearance
06/12/2020
4 items of Media coverage
Press/Media: Media appearance
01/12/2020 → 04/12/2020
13 items of Media coverage
Press/Media: Media appearance
03/12/2020
1 item of Media coverage
Press/Media: Media appearance