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
Master's degree, Engineering and Technology, Aalto University
Award Date: 10 Jun 2013
Bachelor's degree, Engineering and Technology, Aalto University
Award Date: 16 Jun 2011
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Dive into the research topics where Iiris Sundin 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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Targeted Active Learning for Bayesian Decision-Making
Filstroff, L., Sundin, I., Mikkola, P., Tiulpin, A., Kylmäoja, J. & Kaski, S., May 2021, (Submitted) In: Submitted.Research output: Contribution to journal › Article › Scientific › peer-review
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Active Learning for Decision-Making from Imbalanced Observational Data
Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2019, 36th International Conference on Machine Learning, ICML 2019. p. 10578-10587 10 p. (Proceedings of Machine Learning Research; vol. 97).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile34 Downloads (Pure) -
Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge
Sundin, I., Peltola, T., Micallef, L., Afrabandpey, H., Soare, M., Majumder, M. M., Daee, P., He, C., Serim, B., Havulinna, A., Heckman, C., Jacucci, G., Marttinen, P. & Kaski, S., 27 Jun 2018, In: Bioinformatics. 34, 13, p. i395-i403Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile8 Citations (Scopus)95 Downloads (Pure) -
Using counterfactual queries to improve models for decision-support
Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2018.Research output: Contribution to conference › Abstract › Scientific › peer-review
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Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
Micallef, L., Sundin, I., Marttinen, P., Ammad-Ud-Din, M., Peltola, T., Soare, M., Jacucci, G. & Kaski, S., 7 Mar 2017, IUI 2017 - Proceedings of the 22nd International Conference on Intelligent User Interfaces. ACM, p. 547-552 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access15 Citations (Scopus)
Projects
- 2 Finished
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Data-Driven Decision Support for Digital Health
Sundin, I., Hegde, P., Kaski, S., Eranti, P., Niinimäki, T., Blomstedt, P., Daee, P., Strahl, J. & Vuollekoski, H.
01/01/2016 → 30/06/2018
Project: Academy of Finland: Other research funding
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Interactive machine learning from multiple biodata sources
Sundin, I., Hegde, P., Eranti, P., Kaski, S., Reinvall, J., Jälkö, J., Aushev, A., Celikok, M. M., Kangas, J., Honkamaa, J., Afrabandpey, H., Daee, P., Blomstedt, P., Chen, Y., Qin, X., Shen, Z., Peltola, T., Pesonen, H. & Siren, J.
01/01/2016 → 31/12/2018
Project: Academy of Finland: Other research funding
Press / Media
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Probabilistic user modelling methods for improving human-in-the-loop machine learning for prediction
Aki Vehtari, Pekka Marttinen, Samuel Kaski, Giulio Jacucci, Iiris Sundin, Aki Havulinna & Tuukka Ruotsalo
12/05/2021
1 item of Media coverage
Press/Media: Media appearance