Research output per year
Research output 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):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Institut national des sciences appliquées de Lyon
Award Date: 20 May 1997
Master's degree, Engineering and Technology, Helsinki University of Technology
Award Date: 15 Oct 1990
External positions
Professor, Umeå University
1 Nov 2017 → …
Keywords
- Internet of Things
- Intelligent products
- Reinforcement learning
- Explainable AI
- Building Information Modelling
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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Machine Learning Applications for Smart Building Energy Utilization: A Survey
Huotari, M., Främling, K. & Malhi, A., Jul 2024, In: Archives of Computational Methods in Engineering. 31, 5, p. 2537-2556 20 p.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile6 Citations (Scopus)95 Downloads (Pure) -
py_ciu_image : A Python Library for Explaining Image Classification with Contextual Importance and Utility
Främling, K., Apopei, I. V., Pihlgren, G. G. & Malhi, A., 2024, Explainable and Transparent AI and Multi-Agent Systems - 6th International Workshop, EXTRAAMAS 2024, Revised Selected Papers. Calvaresi, D., Najjar, A., Omicini, A., Carli, R., Ciatto, G., Aydogan, R., Hulstijn, J. & Främling, K. (eds.). Cham: Springer, p. 184-188 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14847 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products
Yousefnezhad, N., Malhi, A., Keyriläinen, T. & Främling, K., Mar 2023, In: Sensors. 23, 6, p. 1-21 21 p., 3236.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)112 Downloads (Pure) -
An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets
Malhi, A. & Främling, K., 2023, Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings. Longo, L. (ed.). Springer, p. 544-557 14 p. (Communications in Computer and Information Science; vol. 1901 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility
Främling, K., 2023, Explainable and Transparent AI and Multi-Agent Systems - 5th International Workshop, EXTRAAMAS 2023, Revised Selected Papers. Calvaresi, D., Najjar, A., Omicini, A., Carli, R., Ciatto, G., Aydogan, R., Mualla, Y. & Främling, K. (eds.). Springer, p. 180-184 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14127 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile12 Downloads (Pure)
Projects
- 25 Finished
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-: FINEST TW WP6/Främling T30805
Främling, K. (Principal investigator)
01/03/2023 → 30/11/2023
Project: EU: Framework programmes funding
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TUTLI eParkly/Främling: eParkly
Främling, K. (Principal investigator)
01/07/2020 → 31/05/2022
Project: Business Finland: New business from research ideas (TUTLI)
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-: FINEST TW WP7/Främling
Främling, K. (Principal investigator)
01/12/2019 → 30/11/2022
Project: EU: Framework programmes funding
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-: FINEST TW WP4/Främling
Främling, K. (Principal investigator)
01/12/2019 → 30/11/2022
Project: EU: Framework programmes funding
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-: FINEST TW WP8/Främling
Främling, K. (Principal investigator)
01/12/2019 → 30/11/2022
Project: EU: Framework programmes funding
Datasets
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Helsinki Parking and Charging Spot data from bIoTope EU project
Främling, K. (Creator), Zenodo, 29 Nov 2019
Dataset
Prizes
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Highly Commended Award of Emerald Literati Club
Främling, K. (Recipient), 2002
Prize: Award or honor granted for a specific work
Activities
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Agent-based Business Process Orchestration for IoT
Malhi, A. (Speaker), Främling, K. (Speaker) & Kampik, T. (Contributor)
14 Oct 2019 → 17 Oct 2019Activity: Talk or presentation types › Conference presentation
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The Open Group Conference 2017
Främling, K. (Keynote speaker)
24 Apr 2017Activity: Talk or presentation types › Academic keynote or plenary lecture
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IEEE International Conference on Wireless and Mobile Computing, Networking and Communications
Främling, K. (Member)
2016Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
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Pre-examiner/Opponent of a PhD thesis, at École nationale supérieure d’Arts et Métiers, Paris, France
Främling, K. (Examiner)
2016Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
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International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services
Främling, K. (Member)
2016Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
Press/Media
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Secure IoT Systems in Product Lifecycle Information Management
07/03/2023
1 item of Media coverage
Press/Media: Media appearance
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-Umea University : Many new research projects at the Department of Computing Science
16/12/2022
2 items of Media coverage
Press/Media: Media appearance
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Yliopistot tutkivat tekoälyn roolia ilmanvaihdon huollon optimoimisessa
13/04/2021
1 item of Media coverage
Press/Media: Media appearance
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Umeå University: Cutting-edge research and industry-relevant expertise in AI
14/10/2020
1 item of Media coverage
Press/Media: Media appearance
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Open standards: The answer to the smart city data dilemma
03/10/2019
1 item of Media coverage
Press/Media: Media appearance