Research output per year
Research output per year
Personal profile
Artistic and research interests
Wilhelmiina Hämäläinen (PhD) is a senior university lecturer at the Department of Computer Science, Aalto University. In the past, she has worked in various research and teaching positions in the areas of computer science, biology, biomedicine and environmental science in Finnish universities. Her main research area is data mining and machine learning, including both basic research, especially on pattern discovery algorithms and statistical significance testing methods in computational data analysis, and applied research on solving challenging real world data analysis problems on biological, medical, bionformatics and educational data.
Education/Academic qualification
Doctoral degree, Natural Sciences, University of Helsinki
Award Date: 19 Oct 2010
External positions
Research manager of Bioinformatics center, University of Eastern Finland
1 Aug 2018 → 30 Nov 2019
Keywords
- data mining, machine learning, algorithms, data science
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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Metabolomics of Synovial Fluid and Infrapatellar Fat Pad in Patients with Osteoarthritis or Rheumatoid Arthritis
Nieminen, P., Hämäläinen, W., Savinainen, J., Lehtonen, M., Lehtiniemi, S., Rinta-Paavola, J., Lehenkari, P., Kääriäinen, T., Joukainen, A., Kröger, H., Paakkonen, T. & Mustonen, A. M., Jun 2022, In: Inflammation. 45, 3, p. 1101-1117 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile10 Citations (Scopus)30 Downloads (Pure) -
Overexpression of VEGF-B alters cardiac lipid metabolism and predisposes to heart failure
Tirronen, A., Huusko, J., Lehtonen, M., Hämäläinen, W., Hokkanen, K., Auriola, S. & Ylä-Herttuala, S., 2022, In: European Heart Journal. 43, Suppl. 2, 1 p.Research output: Contribution to journal › Meeting Abstract › Scientific › peer-review
Open Access -
Overexpression of VEGF-B alters cardiac lipid metabolism and predisposes to heart failure
Tirronen, A., Huusko, J., Lehtonen, M., Hämäläinen, W., Hokkanen, K., Auriola, S. & Ylä-Herttuala, S., 2021, University of Eastern Finland, 19 p. (Publications of the University of Eastern Finland, Dissertations in Health Sciences; vol. 649).Research output: Working paper › Scientific
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A tutorial on statistically sound pattern discovery
Hämäläinen, W. & Webb, G. I., 2019, In: Data Mining and Knowledge Discovery. 33, 2, p. 325–377 53 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile39 Citations (Scopus)108 Downloads (Pure) -
Clustering students' open-ended questionnaire answers
Hämäläinen, W., Joy, M., Berger, F. & Huttunen, S., 2018, arXiv.org, 13 p.Research output: Working paper › Scientific
Open AccessFile25 Downloads (Pure)
Projects
- 1 Finished
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Efficient search algorithms for genuine dependency rules in large-dimensional data
01/05/2016 → 28/02/2018
Project: Academy of Finland: Other research funding
Activities
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Data Mining and Knowledge Discovery (Journal)
Wilhelmiina Hämäläinen (Editorial board member)
Oct 2022Activity: Publication peer-review and editorial work types › Reviewer of scientific journal
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Data Mining and Knowledge Discovery (Journal)
Wilhelmiina Hämäläinen (Editorial board member)
Jan 2021Activity: Publication peer-review and editorial work types › Reviewer of scientific journal
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ACM Transactions on Knowledge Discovery from Data (Journal)
Wilhelmiina Hämäläinen (Editorial board member)
Jul 2021Activity: Publication peer-review and editorial work types › Reviewer of scientific journal
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Reviewer for the NWO Vici grant application by the Dutch Research Council
Wilhelmiina Hämäläinen (Examiner)
Sept 2019Activity: Academic assessments › Evaluation of funding applications
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Tutorial on Yule-Simpson's paradox and other specious associations
Wilhelmiina Hämäläinen (Speaker)
8 Mar 2018Activity: Talk or presentation types › Academic keynote or plenary lecture