Jukka Heikkonen

Professor, Computer Science (Department of Future Technologies)

jukhei@utu.fi
+358 2 333 8531
Vesilinnantie 5
Turku





Publications
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A Deep Auto-Encoder based Approach for Intrusion Detection System (2018)Fatimeh Farahnakian, Jukka Heikkonen
(
A4 Article in conference proceedings)

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)

Future Educational Technology with Big Data and Learning Analytics (2018)Kanth R., Laakso M., Nevalainen P., Heikkonen J.
(
A4 Article in conference proceedings)

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)

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)

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)

Real-Time Swimmer Tracking on Sparse Camera Array (2017)Paavo Nevalainen, M. Hashem Haghbayan, Antti Kauhanen, Jonne Pohjankukka, Mikko-Jussi Laakso, Jukka Heikkonen
(
A4 Article in conference proceedings)

Triangular Curvature Approximation of Surfaces: Filtering the Spurious Mode (2017)Paavo Nevalainen, Ivan Jambor, Jonne Pohjankukka, Jukka Heikkonen and Tapio Pahikkala
(
A4 Article in conference proceedings)

Detecting Terrain Stoniness From Airborne Laser Scanning Data (2016)
Remote Sensing
Nevalainen P, Middleton M, Sutinen R, Heikkonen J, Pahikkala T
(
A1 Journal article – refereed)

Heuristicallly targeted Minimum Description Length test for stone detection from public point cloud data (2016)Paavo Nevalainen , Juuso Suomi , Jukka Heikkonen
(
D3 Professional conference proceedings)

Modelling User Retention in Mobile Games (2016)Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
(
A4 Article in conference proceedings)

Predictability of boreal forest soil bearing capacity by machine learning (2016)
Journal of Terramechanics
J. Pohjankukka, H. Riihimäki, P. Nevalainen, T. Pahikkala, J. Ala-Ilomäki, E. Hyvönen, J. Varjo, J. Heikkonen
(
A1 Journal article – refereed)

User Activity Decay in Mobile Games Determined by Simple Differential Equations? (2016)Markus Viljanen, Antti Airola, Tapio Pahikkala, Jukka Heikkonen
(
A4 Article in conference proceedings)

Video based Swimming Analysis for Fast Feedback (2016)Paavo Nevalainen, Antti Kauhanen, Csaba Raduly-Baka, Mikko-Jussi Laakso, Jukka Heikkonen
(
A4 Article in conference proceedings)

Detecting stony areas based on ground surface curvature distribution (2015)Paavo Nevalainen, Maarit Middleton, Ilkka Kaate, Tapio Pahikkala, Raimo Sutinen, Jukka Heikkonen
(
A4 Article in conference proceedings)

Knowledge Management Problems in Paediatrics and Paediatrics Neurology Departments - A Case Study based on the Grounded Theory (2015)Helvi Nyerwanire, Erja Mustonen-Ollila, Antti Valpas, Jukka Heikkonen
(
A4 Article in conference proceedings)

Modelling of European hake nurseries in the Mediterranean Sea: an ecological niche approach (2015)
Progress in Oceanography
Jean-Noel Druon, Fabio Fiorentinob, Matteo Murenuc, Leyla Knittweis, Francesco Collocab, Chato Osioa, Bastien Merigote, Germana Garofalob, Alessandro Manninif, Angelique Jadaudg, Mario Sbranah, Giuseppe Scarcellai, George Tserpesj, Panagiota Peristeraki, Roberto Carlucci, Jukka Heikkonen
(
A1 Journal article – refereed)

Arctic soil hydraulic conductivity and soil type recognition based on aerial gamma-ray spectroscopy and topographical data (2014)Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Pekka Hänninen, Eija Hyvönen, Raimo Sutinen, Jukka Heikkonen
(
A4 Article in conference proceedings)


Last updated on 2017-17-11 at 06:08