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
-
Shamsiiat Abdurakhmanova
- Department of Computer Science - Postdoctoral Researcher
- Professorship Jung Alexander - Postdoctoral Researcher
Person: Postdoctoral researchers
-
Alex Jung
- Department of Computer Science - Professor (Associate Professor)
- Computer Science Professors - Professor (Associate Professor)
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Professor (Associate Professor)
- Computer Science - Large-scale Computing and Data Analysis (LSCA) - Professor (Associate Professor)
- Helsinki Institute for Information Technology (HIIT)
- Professorship Jung Alexander - Professor (Associate Professor)
Person: Professors, tenure track
-
Yasmin Sarcheshmehpour
- Department of Computer Science - Doctoral Researcher
- School common, SCI
- Professorship Jung Alexander - Doctoral Researcher
Person: Doctoral students, Doctoral Student
-
From intangible to tangible : The role of big data and machine learning in walkability studies
Yang, J., Fricker, P. & Jung, A., Apr 2024, In: Computers, Environment and Urban Systems. 109, p. 1-20 20 p., 102087.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile2 Citations (Scopus)89 Downloads (Pure) -
A perspective on the enabling technologies of explainable AI-based industrial packetized energy management
Gutierrez-Rojas, D., Narayanan, A., Santos Nunes Almeida, C. R., Almeida, G. M., Pfau, D., Tian, Y., Yang, X., Jung, A. & Nardelli, P. H. J., 15 Dec 2023, In: iScience. 26, 12, 108415.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)39 Downloads (Pure) -
Clustered Federated Learning via Generalized Total Variation Minimization
SarcheshmehPour, Y., Tian, Y., Zhang, L. & Jung, A., 2023, In: IEEE Transactions on Signal Processing. 71, p. 4240-4256 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus)
Prizes
-
Amazon Machine Learning Research Award
Jung, A. (Recipient), 2018
Prize: Award or honor granted for a specific work
-
Best Student Paper Award
Jung, A. (Recipient), 22 May 2011
Prize: Award or honor granted for a specific work
-
Promotio Sub Auspiciis Res Publicae
Jung, A. (Recipient), 8 Jun 2012
Prize: Award or honor granted for academic or artistic career
Activities
-
University Network for Innovation, Technology and Engineering (External organisation)
Jung, A. (Member)
2023 → …Activity: Memberships (typically long-term positions of trust) › Work for advisory/policy/evaluation group or panel (public/government/UN/EU)
-
Networked Federated Learning
Jung, A. (Speaker)
16 Nov 2022Activity: Talk or presentation types › Invited academic talk
-
Explainable Empirical Risk Minimization
Jung, A. (Speaker)
26 Aug 2022Activity: Talk or presentation types › Academic keynote or plenary lecture
Press/Media
-
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