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Wilhelmiina Hämäläinen

Senior University Lecturer
Senior University Lecturer
T313 Dept. Computer Science

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.

Full researcher profile

Areas of expertise

data mining, machine learning, algorithms, data science, 113 Computer and information sciences, Computational data analysis

Research groups

  • Computer Science Lecturers, Senior University Lecturer
  • Computer Science - Artificial Intelligence and Machine Learning (AIML) - Research area, Senior University Lecturer
  • Computer Science - Computational Life Sciences (CSLife) - Research area, Senior University Lecturer
  • Lecturer Hämäläinen Wilhelmiina group, Senior University Lecturer

Publications

Wilhelmiina Hämäläinen, Jan-Mikael Rybicki, Lauri Malmi, Alex Jung, Kerttu Pollari-Malmi 2025 ICBDE '24: Proceedings of the 2024 7th International Conference on Big Data and Education

Petteri Nieminen, Mikko A.J. Finnilä, Wilhelmiina Hämäläinen, Saara Lehtiniemi, Timo Jämsä, Juha Tuukkanen, Mervi Kunnasranta, Heikki Henttonen, Anne Mari Mustonen 2024 Journal of Comparative Physiology B: Biochemical, Systemic, and Environmental Physiology

Jan Mikael Rybicki, Wilhelmiina Hämäläinen, Kari K. Pitkänen, Lauri Malmi 2024 Ampersand

Yinjia Zhang, Wilhelmiina Hämäläinen, Paavo Reinikka, Sanna Kaisa Herukka, Ville Leinonen, Marko Lehtonen, Šárka Lehtonen 2024 Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024

Jan-Mikael Rybicki, Wilhelmiina Hämäläinen, Kari K. Pitkänen, Lauri Malmi 2023

Petteri Nieminen, Wilhelmiina Hämäläinen, Juha Savinainen, Marko Lehtonen, Saara Lehtiniemi, Juho Rinta-Paavola, Petri Lehenkari, Tommi Kääriäinen, Antti Joukainen, Heikki Kröger, Tommi Paakkonen, Anne Mari Mustonen 2022 Inflammation

Annakaisa Tirronen, Jenni Huusko, Marko Lehtonen, Wilhelmiina Hämäläinen, Krista Hokkanen, Seppo Auriola, Seppo Ylä-Herttuala 2022 European Heart Journal

Annakaisa Tirronen, Jenni Huusko, Marko Lehtonen, Wilhelmiina Hämäläinen, Krista Hokkanen, Seppo Auriola, Seppo Ylä-Herttuala 2021

Wilhelmiina Hämäläinen, Geoffrey I. Webb 2019 Data Mining and Knowledge Discovery

Wilhelmiina Hämäläinen, Mike Joy, Florian Berger, Sami Huttunen 2018