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.
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):
Doctoral degree, Engineering and Technology, University of Helsinki
Award Date: 15 Jun 2001
Research output: Contribution to journal › Conference article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Review Article › peer-review
Rousu, J., Huusari, R., Szedmak, S. & Julkunen, H.
01/01/2022 → 31/12/2024
Project: Academy of Finland: Other research funding
01/09/2021 → 31/08/2025
Project: Academy of Finland: Other research funding
Rousu, J., Bach, E., Huusari, R., Szedmak, S. & Xiang, W.
01/01/2020 → 31/12/2023
Project: Academy of Finland: Other research funding
Rousu, J. & Sabzevari, M.
01/07/2018 → 31/10/2019
Project: Other external funding: Other public funding
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
Cankorur-Cetinkaya, A. (Contributor), Dias, J. M. L. (Contributor), Kludas, J. (Creator), Slater, N. K. H. (Contributor), Rousu, J. (Creator), 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
Schymanski, E. L. (Creator), Ruttkies, C. (Creator), Krauss, M. (Creator), Brouard, C. (Creator), Kind, T. (Creator), Dührkop, K. (Creator), Allen, F. (Creator), Vaniya, A. (Creator), Verdegem, D. (Creator), Böcker, S. (Creator), Rousu, J. (Creator), Shen, H. (Creator), Tsugawa, H. (Creator), Sajed, T. (Creator), Fiehn, O. (Creator), Ghesquière, B. (Creator) & Neumann, S. (Creator), figshare, 28 Mar 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
Honeyborne, I. (Contributor), McHugh, T. D. (Contributor), Kuittinen, I. (Contributor), Cichonska, A. (Creator), 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), figshare, 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
Wang, T. (Creator), Szedmak, S. (Creator), Wang, H. (Creator), Aittokallio, T. (Creator), Pahikkala, T. (Creator), Cichonska, A. (Creator) & Rousu, J. (Creator), Zenodo, 2021
DOI: 10.5281/zenodo.4625083, https://zenodo.org/record/4625084
Dataset
Brouard, C. (Creator), Shen, H. (Creator), Dührkop, K. (Contributor), d'Alché-Buc, F. (Contributor), Böcker, S. (Contributor) & Rousu, J. (Contributor), Zenodo, 2017
DOI: 10.5281/zenodo.804240, https://zenodo.org/record/804241
Dataset
Rousu, Juho (Recipient), 2010
Prize: Award or honor granted for a specific work
Rousu, Juho (Supervisor) & Shen, Huibin (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), Duehrkop, Kai (Recipient), Böcker, Sebastian (Recipient), Shen, Huibin (Recipient) & Meusel, Marvin (Recipient), 6 May 2016
Prize: Invitation or ranking in competition
Rousu, Juho (Recipient), 2017
Prize: Invitation or ranking in competition
Juho Rousu (Member)
Activity: Participating in or organising an event types › Participant of a conference, workshop, session, tutorial or event
Juho Rousu (Visiting researcher)
Activity: Visiting an external institution types › Visiting an external academic institution
Juho Rousu (Speaker)
Activity: Talk or presentation types › Conference presentation
Juho Rousu (Speaker)
Activity: Talk or presentation types › Invited academic talk
Juho Rousu (Member)
Activity: Participating in or organising an event types › Participant of a conference, workshop, session, tutorial or event
15/06/2023
1 item of Media coverage
Press/Media: Media appearance
14/06/2023
1 item of Media coverage
Press/Media: Media appearance
07/03/2023
1 item of Media coverage
Press/Media: Media appearance