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):
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Shamsiiat Abdurakhmanova
- Department of Computer Science - University Teacher
- Professorship Jung Alexander - University Teacher
Person: Teaching staff
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Alex Jung
- Computer Science Professors - Assistant professor
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Assistant professor
- Computer Science - Large-scale Computing and Data Analysis (LSCA) - Assistant professor
- Helsinki Institute for Information Technology (HIIT)
- Professorship Jung Alexander - Assistant professor
- Department of Computer Science - Assistant professor
Person: Professors, tenure track
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Yu Tian
- Department of Computer Science - Postdoctoral Researcher
- Professorship Jung Alexander - Postdoctoral Researcher
Person: Postdoctoral researchers
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From Intuition to Reasoning: Analyzing Correlative Attributes of Walkability in Urban Environments with Machine Learning
Yang, J., Fricker, P. & Jung, A., 2022, In: Journal of Digital Landscape Architecture. 2022, 7, p. 71-81 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile71 Downloads (Pure) -
Hercules: Deep Hierarchical Attentive Multi-Level Fusion Model with Uncertainty Quantification for Medical Image Classification
Abdar, M., Fahami, M. A., Rundo, L., Radeva, P., Frangi, A., Acharya, U. R., Khosravi, A., Lam, H. K., Jung, A. & Nahavandi, S., Jan 2023, In: IEEE Transactions on Industrial Informatics. 19, 1, p. 274-285 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access4 Citations (Scopus) -
Machine Learning: The Basics
Jung, A., 2022, 212 p. (Machine Learning: Foundations, Methodologies, and Applications)Research output: Book/Report › Book › Professional
Prizes
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Amazon Machine Learning Research Award
Jung, Alex (Recipient), 2018
Prize: Award or honor granted for a specific work
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Best Student Paper Award
Jung, Alex (Recipient), 22 May 2011
Prize: Award or honor granted for a specific work
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Promotio Sub Auspiciis Res Publicae
Jung, Alex (Recipient), 8 Jun 2012
Prize: Award or honor granted for academic or artistic career
Activities
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Networked Federated Learning
Alex Jung (Speaker)
2022Activity: Talk or presentation types › Invited academic talk
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Machine Learning (Journal)
Alex Jung (Reviewer)
2022Activity: Publication peer-review and editorial work types › Membership of an editorial board
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Explainable Empirical Risk Minimization
Alex Jung (Speaker)
26 Aug 2022Activity: Talk or presentation types › Academic keynote or plenary lecture
Press / Media
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Machine learning course by Aalto University Summer School and Unite! kicks off with 60 students
15/08/2022
1 item of Media coverage
Press/Media: Media appearance