Research output per year
Research output per year
Organization profile
Artificial Intelligence and Machine Learning
Department of Computer Science Research area
Fundamentals and practical impact of AI on businesses and societies.
AI is a major focus area of Aalto University and the Department of Computer Science. Building on the department's strong tradition that includes neural network pioneers Teuvo Kohonen and Erkki Oja.
Our research contributes both to the fundamentals of AI across its many subfields, as well as to the accelerating practical impact AI has on businesses and societies.
The Department of Computer Science is a key player in the Finnish Center for Artificial Intelligence FCAI, a major ecosystem of academic, private and public sector partners.
Research area webpage: https://www.aalto.fi/en/department-of-computer-science/artificial-intelligence-and-machine-learning
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):
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Rohit Babbar
- Computer Science Professors - Assistant professor
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Assistant professor
- Professorship Babbar Rohit - Assistant professor
- Department of Computer Science - Assistant professor
Person: Professors, tenure track
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Vikas Garg
- Computer Science Professors - Assistant Professor
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Assistant Professor
- Professorship Garg Vikas - Assistant Professor
- Department of Computer Science - Assistant Professor
Person: Professors, tenure track
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Wilhelmiina Hämäläinen
- Computer Science Lecturers - Senior University Lecturer
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Senior University Lecturer
- Computer Science - Computational Life Sciences (CSLife) - Senior University Lecturer
- Lecturer Hämäläinen Wilhelmiina group - Senior University Lecturer
- Department of Computer Science - Senior University Lecturer
Person: Teaching staff
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(Co-)Creating a Sustainable Platform for Finland’s Archaeological Chance Finds: The Story of FindSampo
Thomas, S. E., Wessman, A. P. F., Ikkala, E., Tuominen, J., Koho, M. & Hyvönen, E., Jul 2022, Digital Heritage and Archaeology in Practice : Presentation, Teaching, and Engagement. Watrall, E. & Goldstein, L. (eds.). p. 165-184Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
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ABC of the future
Pesonen, H., Simola, U., Köhn-Luque, A., Vuollekoski, H., Lai, X., Frigessi, A., Kaski, S., Frazier, D. T., Maneesoonthorn, W., Martin, G. M. & Corander, J., 17 Oct 2022, (E-pub ahead of print) In: INTERNATIONAL STATISTICAL REVIEW.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Accounting for stellar activity signals in radial-velocity data by using change point detection techniques star
Simola, U., Bonfanti, A., Dumusque, X., Cisewski-Kehe, J., Kaski, S. & Corander, J., 23 Aug 2022, In: Astronomy & Astrophysics. 664, p. 1-29 29 p., 127.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure)
Datasets
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LetterSampo: CKCC
Hyvönen, E. (Supervisor), Leskinen, P. (Creator) & Tuominen, J. (Supervisor), 19 Nov 2021
DOI: 10.5281/zenodo.5970105, https://seco.cs.aalto.fi/projects/rrl/ and 2 more links, https://www.ldf.fi/dataset/ckcc, http://ckcc.huygens.knaw.nl/epistolarium/ (show fewer)
Dataset
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LetterSampo: correspSearch
Hyvönen, E. (Contributor), Leskinen, P. (Contributor) & Tuominen, J. (Contributor), 4 Feb 2022
DOI: 10.5281/zenodo.5972316, https://seco.cs.aalto.fi/projects/rrl/ and one more link, https://www.ldf.fi/dataset/corresp (show fewer)
Dataset
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Pre-rendered training and testing dataset for the paper Deep Convolutional Reconstruction for Gradient-Domain Rendering
Kettunen, M. (Creator), Härkönen, E. (Creator) & Lehtinen, J. (Creator), 20 Dec 2019
Dataset
Prizes
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Outstanding Reviewer Award ACL 2021 Conference
Babbar, Rohit (Recipient), 12 Jul 2021
Prize: Award or honor granted for a specific work
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Phase I Finalist in OpenCV AI Competition 2021
Solin, Arno (Recipient), 2021
Prize: Invitation or ranking in competition
Activities
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Plenoptima Training School 2: Machine and Deep Learning
Alex Jung (Visitor)
2022Activity: Other activity types › Teaching merits
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Learning Trajectories of Hamiltonian Systems with Neural Networks
Katsiaryna Haitsiukevich (Speaker) & Alexander Ilin (Speaker)
7 Sep 2022Activity: Talk or presentation types › Conference presentation
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Data Mining and Knowledge Discovery (Journal)
Wilhelmiina Hämäläinen (Editorial board member)
Oct 2022Activity: Publication peer-review and editorial work types › Reviewer of scientific journal
Press / Media
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Learning Latent Image Representations with Prior Knowledge
02/12/2022
1 item of Media coverage
Press/Media: Media appearance
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Suomalaistutkija kertoo, miten tekoäly luo kuvia – ”opetettu internetistä kerätyillä pareilla, joissa on kuva ja kuvateksti”
17/11/2022
1 item of Media coverage
Press/Media: Media appearance
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Aalto University School of Science and Technology Researchers Focus on Neuroscience (The relationship between electrophysiological and hemodynamic measures of neural activity varies across picture naming tasks: A multimodal ...)
Riitta Salmelin & Samuel Kaski
17/11/2022
1 item of Media coverage
Press/Media: Media appearance