Projects per year
Personal profile
Expertise related to 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. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Julia Kantorovitch is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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SYNERGIES: Shaping consumer-inclusive data pathwaYs towards the eNERGy transItion, through a reference Energy data Space implementation
Kazi, S. (Manager), Kuusisto, J. (Participant), Kantorovitch, J. (Participant) & Vesanen, T. (Participant)
1/09/22 → 28/02/26
Project: EU project
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NetZeroCities: Accelerating cities' transition to net zero emissions by 2030
Hukkalainen, M. (Manager), Huovila, A. (Participant), Kantorovitch, J. (Participant), Tuominen, A. (Participant), Farzam Far, M. (Participant), Federley, M. (Participant), Kazi, S. (Participant), Fatima, Z. (Participant), Järnefelt, V. (Participant) & Kirppu, H. (Participant)
1/10/21 → 30/09/25
Project: Research
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BEYOND V2: A reference big data platform implementation and AI analytics toolkit toward innovative data sharing-driven energy service ecosystems for the building sector and beyond
Reda, F. (Manager), Piira, K. (Participant), Kantorovitch, J. (Participant) & Kazi, S. (Participant)
1/12/20 → 30/11/23
Project: EU project
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RESPONSE: integRatEd Solutions for POsitive eNergy and reSilient CitiEs
Virtanen, M. (Manager), Shemeikka, J. (Participant), Kantorovitch, J. (Participant), Kulmala, A. (Participant), Kutila, M. (Participant), Jokela, M. (Participant), Evens, C. (Participant) & Piira, K. (Participant)
1/10/20 → 30/09/25
Project: EU project
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SYNERGY: Big Energy Data Value Creation within SYNergetic enERGY-as-a-service Applications through trusted multi-party data sharing over an AI big data analytics marketplace
Reda, F. (Manager), Kantorovitch, J. (Participant), Kazi, S. (Participant) & Piira, K. (Participant)
1/01/20 → 30/06/23
Project: EU project
Research output
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Overcoming the current shortcomings of tools to estimate building energy retrofitting performance
Kantorovitch, J., Kannari, L., Piira, K., Piippo, J. & Hukari, H., 31 Jan 2025, Cost-Effective Energy-Efficient Methods for Refurbishment and Retrofitting of Buildings: Materials, Technologies, Optimization, and Case Studies. Woodhead Publishing, p. 217-234 18 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review
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Reinforcement learning for control and optimization of real buildings: Identifying and addressing implementation hurdles
Kannari, L., Wessberg, N., Hirvonen, S., Kantorovitch, J. & Paiho, S., 15 Jun 2025, In: Journal of Building Engineering. 104, 112283.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)155 Downloads (Pure) -
Research Challenges Along the Data Analysis Chain for Emotional AI
Vildjiounaite, E., Kantorovitch, J., Kallio, J., Kyllönen, V. & Benois-Pineau, J., 2025, Emotional Data Applications and Regulation of Artificial Intelligence in Society. Springer Nature, p. 31-48 18 p. (Law, Governance and Technology Series, Vol. 69).Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review
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The Benefits of Positive Energy Districts: Introducing Additionality Assessment in Évora, Amsterdam and Espoo
Ntafalias, A., Papadopoulos, P., van Wees, M., Šijačić, D., Shafqat, O., Hukkalainen, M., Kantorovitch, J. & Lage, M., Oct 2024, In: Designs. 8, 5, 94.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)91 Downloads (Pure) -
Challenges of learning human digital twin: case study of mental wellbeing: Using sensor data and machine learning to create HDT
Vildjiounaite, E., Kallio, J., Kantorovitch, J., Kinnula, A., Ferreira, S., Rodrigues, M. A. & Rocha, N., 5 Jul 2023, 16th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2023. Association for Computing Machinery ACM, p. 574-583 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access16 Citations (Scopus)
Datasets
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Stress monitoring technology survey - Mad@Work project
Kallio, J. (Creator), Vildjiounaite, E. (Creator), Kantorovitch, J. (Creator), Kinnula, A. (Creator) & Bordallo Lopez, M. (Creator), Zenodo, 7 Feb 2021
DOI: 10.3390/su13042003
Dataset