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):
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SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy
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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Collin Leiber
- Department of Computer Science - Postdoctoral Researcher
- Professorship Mannila Heikki - Postdoctoral Researcher
Person: Postdoctoral researchers
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Heikki Mannila
- Department of Computer Science - Professor
- Leadership, joint units - Vice President
- Computer Science Professors - Professor
- Professorship Mannila Heikki - Professor
- Computer Science RA - Machine learning, Data science and AI - Professor
Person: Professors, tenure track, Leadership and Leadership Support Services
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Suhas Muniyappa
- Department of Computer Science - Postdoctoral Researcher
- Professorship Mannila Heikki - Postdoctoral Researcher
Person: Postdoctoral researchers
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Clustering energy performance certificates : a methodology for selecting representative buildings in scalable energy simulations
Hajian, H., Leiber, C., Härkönen, K., Mannila, H. & Ferrantelli, A., 1 Jan 2026, In: Energy and Buildings. 350, 16 p., 116592.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)3 Downloads (Pure) -
DCMatchBoosted - improving deep clustering by architecture recommendation
Aljoud, M., Marques Tavares, G., Leiber, C. & Seidl, T., Dec 2026, In: International Journal of Data Science and Analytics. 22, 1, p. 1-12 12 p., 58.Research output: Contribution to journal › Article › Scientific › peer-review
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Khatri-Rao Clustering for Data Summarization
Ciaperoni, M., Leiber, C., Gionis, A. & Mannila, H., 2026, Proceedings 29th International Conference on Extending Database Technology, EDBT 2026, Tampere, Finland, March 24-27, 2026. Lehner, W., Braganholo, V., Stefanidis, K., Zhang, Z., Krause, A. & Pimentel, J. F. N. (eds.). OpenProceedings.org, p. 399-412 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile2 Downloads (Pure)
Datasets
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Dataset and Code for 'Feature Extraction-based Clustering Selection Methodology to Identify Representative Buildings for Scalable Energy Simulations'
Hajian, H. (Creator), Härkönen, K. (Creator), Leiber, C. (Creator), Mannila, H. (Supervisor) & Ferrantelli, A. (Supervisor), Zenodo, 27 Aug 2025
DOI: 10.5281/zenodo.16940286, https://zenodo.org/records/16940287
Dataset
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Secondary-Side Heating Component Inference: Dataset and Reproducibility Package
Hajian, H. (Creator), Ciaperoni, M. (Creator), Saulamo, A. (Creator), Mannila, H. (Supervisor) & Ferrantelli, A. (Supervisor), Zenodo, 18 Nov 2025
Dataset
Press/Media
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University of Eastern Finland Research Assessment Exercise in 2023 - Strong Internationally Recognized Interdisciplinary Research
21/12/2023
1 item of Media coverage
Press/Media: Media appearance
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Technology Industries of Finland Centennial Foundation donates EUR 3.2 million to Aalto to create the House of AI
14/11/2023
1 item of Media coverage
Press/Media: Media appearance
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University of Helsinki: Finnish Quantum Agenda Details Road Ahead And Stresses Need For National Quantum Strategy
Mannila, H. & Maniscalco, S.
28/02/2023
1 item of Media coverage
Press/Media: Media appearance