Assistant Professor
Tapio Pahikkala

Assistant professor, Computer Science (Department of Future Technologies)
Adjunct professor, Computer Science (Department of Future Technologies)
Associate professor, Computer Science (Department of Future Technologies)

aatapa@utu.fi
+358 2 333 8565
Vesilinnantie 5
Turku





Publications
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A comparative study of pairwise learning methods based on Kernel ridge regression (2018)
Neural Computation
Michiel Stock, Tapio Pahikkala, Antti Airola, Bernard De Baets, Willem Waegeman
(
A1 Journal article – refereed)

Comparison of estimators and feature selection procedures in forest inventory based on airborne laser scanning and digital aerial imagery (2018)
Scandinavian Journal of Forest Research
Pohjankukka J., Tuominen S., Pitkänen J., Pahikkala T., Heikkonen J.
(
A1 Journal article – refereed)

Effect of homogenised and pasteurised versus native cows' milk on gastrointestinal symptoms, intestinal pressure and postprandial lipid metabolism (2018)
International Dairy Journal
Nuora A, Tupasela T, Tahvonen R, Rokka S, Marnila P, Viitanen M, Makela P, Pohjankukka J, Pahikkala T, Yang BR, Kallio H, Linderborg K
(
A1 Journal article – refereed)

Evaluation of machine learning algorithms for improved risk assessment for Down's syndrome (2018)
Computers in Biology and Medicine
Aki Koivu, Teemu Korpimäki, Petri Kivelä, Tapio Pahikkala, Mikko Sairanen
(
A1 Journal article – refereed)

Learning with multiple pairwise kernels for drug bioactivity prediction (2018)
Bioinformatics
Cichonska A, Pahikkala T, Szedmak S, Julkunen H, Airola A, Heinonen M, Aittokallio T, Rousu J
(
A1 Journal article – refereed)

Ship Movement Prediction Using k-NN Method (2018)Petra Virjonen, Paavo Nevalainen, Tapio Pahikkala, Jukka Heikkonen
(
A4 Article in conference proceedings)

A/B-Test of Retention and Monetization Using the Cox Model (2017)Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
(
A4 Article in conference proceedings)

A community challenge for inferring genetic predictors of gene essentialities through analysis of a functional screen of cancer cell lines (2017)Gönen M, Weir Ba, Cowley GS, Vazquez F, Guan Y, Jaiswal A, Karasuyama M, Uzunangelov V, Wang T, Tsherniak A, Howell S, Marbach D, Hoff B, Norman TC, Airola A, Bivol A, Bunte K, Carlin D, Chopra S, Deran A, Ellrott K, Gopalacharyulu P, Graim K, Kaski S, Khan SA, Newton Y, Ng S, Pahikkala T, Paull E, Sokolov A, Tang H, Tang J, Wennerberg K, Xie Y, Zhan X, Zhu F, Aittokallio T, Mamitsuka H, Stuart JM, Boehm JS, Root DE, Xiao G, Stolovitzky G, Hahn WC, Margolin AA
(
A1 Journal article – refereed)

Assessment of metal ion concentration in water with structured feature selection (2017)
Chemosphere
Naula P, Airola A, Pihlasalo S, Perez IM, Salakoski T, Pahikkala T
(
A1 Journal article – refereed)

Automated quantification of Reuters news using a receiver operating characteristic curve analysis: The Western media image of China (2017)
Global Media and China
Aukia Jukka, Heimonen Juho, Pahikkala Tapio, Salakoski Tapio
(
A1 Journal article – refereed)

Computational-experimental approach to drug-target interaction mapping: A case study on kinase inhibitors (2017)
PLoS Computational Biology
Cichonska A, Ravikumar B, Parri E, Timonen S, Pahikkala T, Airola A, Wennerberg K, Rousu J, Aittokallio T
(
A1 Journal article – refereed)

Diffusion Weighted Imaging of Prostate Cancer: Prediction of Cancer using Texture Features from Parametric Maps of the Monoexponential and Kurtosis functions (2017)Ileana Montoya Perez, Jussi Toivonen, Parisa Movahedi, Harri Merisaari, Marko Pesola, Pekka Taimen, Peter J. Boström, Aida Kiviniemi, Hannu J. Aronen, Tapio Pahikkala, Ivan Jambor
(
A4 Article in conference proceedings)

Estimating the prediction performance of spatial models via spatial k-fold cross validation (2017)
International Journal of Geographical Information Science
Pohjankukka J, Pahikkala T, Nevalainen P, Heikkonen J
(
A1 Journal article – refereed)

Estimating the Rut Depth by UAV Photogrammetry (2017)
Remote Sensing
Paavo Nevalainen, Aura Salmivaara, Jari Ala-Ilomäki, Samuli Launiainen, Juuso Hiedanpää, Leena Finér, Tapio Pahikkala, Jukka Heikkonen
(
A1 Journal article – refereed)

Fast Kronecker Product Kernel Methods via Generalized Vec Trick (2017)
IEEE Transactions on Neural Networks and Learning Systems
Airola A, Pahikkala T
(
A1 Journal article – refereed)

Fitting methods for intravoxel incoherent motion imaging of prostate cancer on region of interest level: Repeatability and gleason score prediction (2017)
Magnetic Resonance in Medicine
Harri Merisaari, Parisa Movahedi, Ileana M. Perez, Jussi Toivonen, Marko Pesola, Pekka Taimen, Peter J. Boström, Tapio Pahikkala, Aida Kiviniemi, Hannu J. Aronen, Ivan Jambor
(
A1 Journal article – refereed)

HiCH: Hierarchical Fog-Assisted Computing Architecture for Healthcare IoT (2017)
ACM Transactions in Embedded Computing Systems
Azimi I, Anzanpour A, Rahmani AM, Pahikkala T, Levorato M, Liljeberg P, Dutt N
(
A1 Journal article – refereed)

How engineers perceive the importance of ethics in Finland (2017)
European Journal of Engineering Education
Ville Taajamaa, Anne-Maarit Majanoja, Diana Bairaktarova, Antti Airola, Tapio Pahikkala, Erkki Sutinen
(
A1 Journal article – refereed)

Luminometric Label Array for Counting and Differentiation of Bacteria (2017)
Analytical Chemistry
Milla Högmander, Catherine J. Paul, Sandy Chan, Elina Hokkanen, Ville Eskonen, Tapio Pahikkala, Sari Pihlasalo
(
A1 Journal article – refereed)

Playtime Measurement with Survival Analysis (2017)
IEEE Transactions on Computational Intelligence and AI in Games
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
(
A1 Journal article – refereed)


Last updated on 2018-30-01 at 12:35