Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Devlopment 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, Helsinki University of Technology
Award Date: 6 Nov 2006
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Dive into the research topics where Alexander Ilin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Behaviour-Conditioned Policies for Cooperative Reinforcement Learning Tasks
Keurulainen, A., Westerlund, I., Kwiatkowski, A., Kaski, S. & Ilin, A., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). p. 493-504 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12894 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Learning to Assist Agents by Observing Them
Keurulainen, A., Westerlund, I., Kaski, S. & Ilin, A., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). p. 519-530 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12894 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Learning to Play Imperfect-Information Games by Imitating an Oracle Planner
Boney, R., Ilin, A., Kannala, J. & Seppanen, J., 2021, (E-pub ahead of print) In: IEEE Transactions on Games. 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Path-Link Graph Neural Network for IP Network Performance Prediction
Kong, Y., Petrov, D., Raisanen, V. & Ilin, A., 17 May 2021, 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021). Ahmed, T., Festor, O., Ghamri-Doudane, Y., Kang, J-M., Schaeffer-Filho, A. E., Lahmadi, A. & Madeira, E. (eds.). IEEE, p. 170-177 8 p. 9464050Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
An LSTM model for power grid loss prediction
Tulensalo, J., Seppänen, J. & Ilin, A., Dec 2020, In: Electric Power Systems Research. 189, p. 1-4 4 p., 106823.Research output: Contribution to journal › Article › Scientific › peer-review
File1 Citation (Scopus)1 Downloads (Pure)
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FCAI: Finnish Center for Artificial Intelligence (FCAI)
Ilin, A., Dainese, N., Smirnov, M. & Kujanpää, K.
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
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APPIA: Access, Privacy, Profiling, and Intelligent Applications part of S2ERC
Ilin, A., Herranen, M. & Kujanpää, K.
03/02/2020 → 31/05/2021
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
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Novel machine learning techiniques for studying climate variability and its impacts
01/01/2010 → 31/12/2010
Project: Academy of Finland: Other research funding
Activities
- 3 Visit abroad
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UK Met Office Hadley Centre
Alexander Ilin (Visiting researcher)
2010Activity: Visiting an external institution types › Visit abroad
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Foreign Organisation
Alexander Ilin (Visiting researcher)
2009Activity: Visiting an external institution types › Visit abroad
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Foreign Organisation
Alexander Ilin (Visiting researcher)
2003Activity: Visiting an external institution types › Visit abroad