Tapio Pahikkala
Professor
aatapa@utu.fi +358 29 450 4323 +358 50 345 5824 Työhuone: 456D ORCID-tunniste: https://orcid.org/0000-0003-4183-2455 |
Machine learning, Data science, Artificial intelligence
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
- Learning Low Cost Multi-target Models by Enforcing Sparsity (2015) Current approaches in applied artificial intelligence Naula P, Airola A, Salakoski T, Pahikkala T
(A3 Vertaisarvioitu kirjan tai muun kokoomateoksen osa) - Mathematical models for diffusion-weighted imaging of prostate cancer using b values up to 2000 s/mm2: Correlation with Gleason score and repeatability of region of interest analysis (2015)
- Magnetic Resonance in Medicine
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - New computational methods for efficient utilisation of public data (2015) Jari Ala-Ilomäki, Juval Cohen, Jyri Heilimo, Eija Hyvönen, Pekka Hänninen, Jaakko Ikonen, Maarit Middleton, Paavo Nevalainen, Tapio Pahikkala, Jonne Pohjankukka, Jouni Pulliainen, Henri Riihimäki, Raimo Sutinen, Sakari Tuominen, Jari Varjo
(D4 Julkaistu kehittämis- tai tutkimusraportti tai -selvitys ) - Parallel Applications and On-chip Traffic Distributions: Observation, Implication and Modelling (2015) Proceedings of the 10th International Conference on Software Engineering and Applications (ICSOFT-EA) Thomas Canhao Xu, Jonne Pohjankukka, Paavo Nevalainen, Ville Leppänen, Tapio Pahikkala
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Parallel Implementation of Fuzzified Pattern Matching Algorithm on GPU (2015) 2015 23rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing Shima Soroushnia, Masoud Daneshtalab, Tapio Pahikkala, Juha Plosila
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Toward more realistic drug-target interaction predictions (2015)
- Briefings in Bioinformatics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Using Ant Colony System to Consolidate VMs for Green Cloud Computing (2015)
- IEEE Transactions on Services Computing
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Utilization prediction aware VM consolidation approach for green cloud computing (2015) IEEE International Conference on Cloud Computing Fahimeh Farahnakian, Tapio Pahikkala, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Algorithmics of Tensor-Based Preference Learning (2014)
- Dagstuhl Reports
(O2 Muu julkaisu ) - Arctic soil hydraulic conductivity and soil type recognition based on aerial gamma-ray spectroscopy and topographical data (2014) 22nd International conference on pattern recognition Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Pekka Hänninen, Eija Hyvönen, Raimo Sutinen, Jukka Heikkonen
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
