Professor Tapio Pahikkala - UTU Research Portal

Tapio Pahikkala
Professor

- Professor,
Data-analytiikka (Department of Computing)

aatapa@utu.fi

+358 29 450 4323

+358 50 345 5824

: 456D

: https://orcid.org/0000-0003-4183-2455

Pahikkala_CV_Aka_Template2022_2pages.pdf

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Machine learning, Data science, Artificial intelligence

Tapio Pahikkala is a professor of computer science in the University of Turku, Finland, from which he also received his doctoral degree in 2008. He has authored more than 150 peer-reviewed scientific articles and participated in the winning teams of several international scientific competitions/challenges. He has led many research projects, supervised more than ten doctoral theses, held several positions of trust in academia and served in the program committees of numerous international conferences. His current research interests include theory and algorithmics of machine learning, data analysis, and artificial intelligence, as well as their applications on various different fields.

Theory and algorithmics of machine learning, data science and artificial intelligence as well as their practical applications in various different fields. Estimation of prediction performance with resampling methods, theory of resampling and cross-validation.

TKO_7092 Evaluation of Machine Learning Methods

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Multi-Label Learning under Feature Extraction Budgets (2014)
- Pattern Recognition Letters
Pekka Naula, Antti Airola, Tapio Salakoski, Tapio Pahikkala
A Machine Learning Approach Towards Early Detection of Frequent Health Care Users (2014)
- CEUR Workshop Proceedings
Proceedings of the 2nd European Workshop on Practical Aspects of Health Informatics Moen H., Heimonen J., Murtola L., Airola A., Pahikkala T., Terävä V., Danielsson-Ojala R., Salakoski T., Salanterä S.
On Parallel Online Learning for Adaptive Embedded Systems (2014) Advancing Embedded Systems and Real-Time Communications with Emerging Technologies Tapio Pahikkala, Antti Airola, Thomas Canhao Xu, Pasi Liljeberg, Hannu Tenhunen, Tapio Salakoski
(2014)
- Journal of Computer Science and Technology
Tapio Pahikkala, Antti Airola, Fabian Gieseke, Oliver Kramer
Predicting binding affinities between drug compounds and kinase targets (2014) The eighth International Workshop on Machine Learning in Systems Biology Anna Cichonska, Tapio Pahikkala, Antti Airola, Juho Rousu, Tero Aittokallio
(2014)
- Journal of Biomedical Informatics
Elina Kontio, Antti Airola, Tapio Pahikkala, Heljä Lundgren-Laine, Kristiina Junttila, Heikki Korvenranta, Tapio Salakoski, Sanna Salanterä
Predicting water permeability of the soil based on open data (2014)
- IFIP Advances in Information and Communication Technology
Artificial Intelligence Applications and Innovations: 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014. Proceedings Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Eija Hyvönen, Pekka Hänninen, Raimo Sutinen, Jari Ala-Ilomäki, Jukka Heikkonen
Properties of Object-Level Cross-Validation Schemes for Symmetric Pair-Input Data (2014) Structural, Syntactic, and Statistical Pattern Recognition Heimonen J, Salakoski T, Pahikkala T
Regularized Machine Learning in the Genetic Prediction of Complex Traits (2014)
- PLoS Genetics
Sebastian Okser, Tapio Pahikkala, Antti Airola, Tapio Salakoski, Samuli Ripatti, Tero Aittokallio
(2013) Proceedings of the 4th International Louhi Workshop on Health Document Text Mining and Information Analysis (Louhi 2013) Antti Airola, Tapio Pahikkala, Heljä Lundgrén-Laine, Anne Santalahti, Päivi Rautava, Sanna Salanterä, Tapio Salakoski