Tapio Pahikkala
Professor
aatapa@utu.fi +358 29 450 4323 +358 50 345 5824 Office: 456D ORCID identifier: 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
- RLScore: Regularized Least-Squares Learners (2016)
- Journal of Machine Learning Research
(A1 Refereed original research article in a scientific journal) - Self-adaptive resource management system in IaaS clouds (2016)
- IEEE International Conference on Cloud Computing
(A4 Refereed article in a conference publication ) - User Activity Decay in Mobile Games Determined by Simple Differential Equations? (2016) Computational Intelligence and Games (CIG), 2016 IEEE Conference on Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
(A4 Refereed article in a conference publication ) - A Low-Overhead, Fully-Distributed, Guaranteed-Delivery Routing Algorithm for Faulty Network-on-Chips (2015) NOCS '15 Proceedings of the 9th International Symposium on Networks-on-Chip Mohammad Fattah, Antti Airola, Rachata Ausavarungnirun, Nima Mirzaei, Pasi Liljeberg, Juha Plosila, Siamak Mohammadi, Tapio Pahikkala, Onur Mutlu, Hannu Tenhunen
(A4 Refereed article in a conference publication ) - Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering (2015) Advances in Intelligent Data Analysis XIV Fabian Gieseke, Tapio Pahikkala, Tom Heskes
(A4 Refereed article in a conference publication ) - Classification of plant species from images of overlapping leaves (2015)
- Computers and Electronics in Agriculture
(A1 Refereed original research article in a scientific journal) - Detecting stony areas based on ground surface curvature distribution (2015) International Conference on Image Processing Theory, Tools and Applications Paavo Nevalainen, Maarit Middleton, Ilkka Kaate, Tapio Pahikkala, Raimo Sutinen, Jukka Heikkonen
(A4 Refereed article in a conference publication ) - Diffusion-weighted imaging of prostate cancer: effect of b-value distribution on repeatability and cancer characterization (2015)
- Magnetic Resonance Imaging
(A1 Refereed original research article in a scientific journal) - Estimating the production time of a PCB assembly job without solving the optimised machine control (2015)
- International Journal of Computer Integrated Manufacturing
(A1 Refereed original research article in a scientific journal) - Fast regularized least squares and k-means clustering method for intrusion detection systems (2015) Proceedings of the International Conference on Pattern Recognition Applications and Methods Parisa Movahedi, Paavo Nevalainen, Markus Viljanen, Tapio Pahikkala
(A4 Refereed article in a conference publication )
