Research output per year
Research output per year
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. Our work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Nicola Dainese
- School common, SCI
- Department of Computer Science - Doctoral Researcher
- Professorship Marttinen P. - Doctoral Researcher
Person: Doctoral students, Doctoral Student
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Katsiaryna Haitsiukevich
- School common, SCI
- Department of Computer Science - Doctoral Researcher
- Professorship Marttinen P. - Doctoral Researcher
Person: Doctoral students, Doctoral Student
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Caglar Hizli
- School common, SCI
- Department of Computer Science - Doctoral Researcher
- Professorship Marttinen P. - Doctoral Researcher
Person: Doctoral students, Doctoral Student
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Can docstring reformulation with an LLM improve code generation?
Dainese, N., Ilin, A. & Marttinen, P., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Falk, N., Papi, S. & Zhang, M. (eds.). Association for Computational Linguistics, p. 296-312 17 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Continuous Monte Carlo Graph Search
Kujanpää, K., Kannala, J., Babadi, A., Ilin, A., Zhao, Y. & Pajarinen, J., 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. ACM, p. 1047-1056 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile10 Downloads (Pure) -
Evaluation of polygenic scoring methods in five biobanks shows larger variation between biobanks than methods and finds benefits of ensemble learning
Monti, R., Eick, L., Hudjashov, G., Läll, K., Kanoni, S., Wolford, B. N., Wingfield, B., Pain, O., Wharrie, S., Jermy, B., McMahon, A., Hartonen, T., Heyne, H., Mars, N., Lambert, S., Hveem, K., Inouye, M., van Heel, D. A., Mägi, R. & Marttinen, P. & 4 others, , 11 Jul 2024, In: American Journal of Human Genetics. 111, 7, p. 1431-1447 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
1 Citation (Scopus)
Datasets
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Computational modelling of self-reported dietary carbohydrate intake on glucose concentrations in patients undergoing Roux-en-Y gastric bypass versus one-anastomosis gastric bypass
Alizadeh Ashrafi, R. (Creator), Ahola, A. J. (Contributor), Rosengård-Bärlund, M. (Contributor), Saarinen, T. (Contributor), Heinonen, S. (Contributor), Juuti, A. (Contributor), Marttinen, P. (Contributor) & Pietiläinen, K. H. (Contributor), figshare, 1 Jan 2021
DOI: 10.6084/m9.figshare.16904216.v1, https://tandf.figshare.com/articles/journal_contribution/Computational_modelling_of_self-reported_dietary_carbohydrate_intake_on_glucose_concentrations_in_patients_undergoing_Roux-en-Y_gastric_bypass_versus_one-anastomosis_gastric_bypass/16904216/1
Dataset
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Short-term effect of plant-based Nordic diet versus carbohydrate-restricted diet on glucose levels in gestational diabetes – the eMOM pilot study
Markussen, L. T. (Creator), Kivelä, J. (Creator), Lindström, J. (Creator), Alizadeh Ashrafi, R. (Creator), Heinonen, S. (Creator), Koivusalo, S. (Creator) & Meinilä, J. (Creator), figshare, 15 Jul 2023
DOI: 10.6084/m9.figshare.c.6743432.v1, https://springernature.figshare.com/collections/Short-term_effect_of_plant-based_Nordic_diet_versus_carbohydrate-restricted_diet_on_glucose_levels_in_gestational_diabetes_the_eMOM_pilot_study/6743432/1
Dataset
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Supplementary material from "Modelling methicillin-resistant Staphylococcus aureus decolonization: interactions between body sites and the impact of site-specific clearance"
Poyraz, O. (Creator), Sater, M. R. A. (Creator), Miller, L. G. (Creator), McKinnell, J. A. (Creator), Huang, S. S. (Creator), Grad, Y. H. (Creator) & Marttinen, P. (Creator), figshare, 2022
DOI: 10.6084/m9.figshare.c.6016851.v2, https://rs.figshare.com/collections/Supplementary_material_from_Modelling_methicillin-resistant_i_Staphylococcus_aureus_i_decolonization_interactions_between_body_sites_and_the_impact_of_site-specific_clearance_/6016851/2 and 3 more links, https://doi.org/10.6084/m9.figshare.c.6016851.v1, https://rs.figshare.com/collections/Supplementary_material_from_Modelling_methicillin-resistant_i_Staphylococcus_aureus_i_decolonization_interactions_between_body_sites_and_the_impact_of_site-specific_clearance_/6016851, https://rs.figshare.com/collections/Supplementary_material_from_Modelling_methicillin-resistant_i_Staphylococcus_aureus_i_decolonization_interactions_between_body_sites_and_the_impact_of_site-specific_clearance_/6016851/1 (show fewer)
Dataset
Prizes
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Aalto SCI award: Teaching Assistants of the Year 2023
Moen, H. (Recipient), Alakuijala, M. (Recipient), Ojala, F. (Recipient), Honkamaa, J. (Recipient), Gao, Y. (Recipient), Hizli, C. (Recipient) & Ullah, N. (Recipient), 14 Dec 2023
Prize: Award or honor granted for a specific work
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Activities
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University of Oslo
Ojala, F. (Visiting researcher)
1 May 2024 → 30 Jun 2024Activity: Visiting an external institution types › Visiting an external academic institution
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University of Oslo
Ojala, F. (Visiting researcher)
4 Sept 2023 → 29 Sept 2023Activity: Visiting an external institution types › Visiting an external academic institution
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International Conference on Artificial Intelligence and Statistics
Pöllänen, A. (Member)
25 Apr 2023 → 27 Apr 2023Activity: Participating in or organising an event types › Participant of a conference, workshop, session, tutorial or event
Press/Media
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Interaction Detection with Probabilistic Deep Learning for Genetics
Marttinen, P., Kaski, S. & Havulinna, A.
04/05/2023
1 item of Media coverage
Press/Media: Media appearance
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Aalto University Details Findings in Computing (Eeg Based Emotion Recognition: a Tutorial and Review)
Tiwari, P. & Marttinen, P.
01/05/2023
1 Media contribution
Press/Media: Media appearance
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Study Data from Aalto University Provide New Insights into Networks (Multitask Balanced and Recalibrated Network for Medical Code Prediction)
21/04/2023
1 item of Media coverage
Press/Media: Media appearance