Paavo Nevalainen
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Estimating the prediction performance of spatial models via spatial k-fold cross validation
J Pohjankukka, T Pahikkala, P Nevalainen, J Heikkonen
International Journal of Geographical Information Science 31 (10), 2001-2019, 2017
Edge and fog computing enabled AI for IoT-an overview
Z Zou, Y Jin, P Nevalainen, Y Huan, J Heikkonen, T Westerlund
2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019
Wheel rut measurements by forest machine-mounted LiDAR sensors–accuracy and potential for operational applications?
A Salmivaara, M Miettinen, L Finér, S Launiainen, H Korpunen, ...
International Journal of Forest Engineering 29 (1), 41-52, 2018
Localization in unstructured environments: Towards autonomous robots in forests with delaunay triangulation
Q Li, P Nevalainen, J Peña Queralta, J Heikkonen, T Westerlund
Remote Sensing 12 (11), 1870, 2020
An efficient multi-sensor fusion approach for object detection in maritime environments
MH Haghbayan, F Farahnakian, J Poikonen, M Laurinen, P Nevalainen, ...
2018 21st International Conference on Intelligent Transportation Systems …, 2018
Predictability of boreal forest soil bearing capacity by machine learning
J Pohjankukka, H Riihimäki, P Nevalainen, T Pahikkala, J Ala-Ilomäki, ...
Journal of Terramechanics 68, 1-8, 2016
Ship movement prediction using k-NN method
P Virjonen, P Nevalainen, T Pahikkala, J Heikkonen
2018 Baltic Geodetic Congress (BGC Geomatics), 304-309, 2018
Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology
A Salmivaara, S Launiainen, J Perttunen, P Nevalainen, J Pohjankukka, ...
Forestry: An International Journal of Forest Research 93 (5), 662-674, 2020
Estimating the rut depth by UAV photogrammetry
P Nevalainen, A Salmivaara, J Ala-Ilomäki, S Launiainen, J Hiedanpää, ...
Remote Sensing 9 (12), 1279, 2017
Detecting terrain stoniness from airborne laser scanning data
P Nevalainen, M Middleton, R Sutinen, J Heikkonen, T Pahikkala
Remote Sensing 8 (9), 720, 2016
Object detection based on multi-sensor proposal fusion in maritime environment
F Farahnakian, MH Haghbayan, J Poikonen, M Laurinen, P Nevalainen, ...
2018 17th IEEE International Conference on Machine Learning and Applications …, 2018
Navigation and mapping in forest environment using sparse point clouds
P Nevalainen, Q Li, T Melkas, K Riekki, T Westerlund, J Heikkonen
Remote Sensing 12 (24), 4088, 2020
Pattern recognition of LiDAR data and sediment anisotropy advocate a polygenetic subglacial mass-flow origin for the Kemijärvi hummocky moraine field in northern Finland
M Middleton, P Nevalainen, E Hyvönen, J Heikkonen, R Sutinen
Geomorphology 362, 107212, 2020
Machine learning-based mapping of micro-topographic earthquake-induced paleo-Pulju moraines and liquefaction spreads from a digital elevation model acquired through laser scanning
M Middleton, J Heikkonen, P Nevalainen, E Hyvönen, R Sutinen
Geomorphology 358, 107099, 2020
Pose estimation of hurdles athletes using openpose
P Jafarzadeh, P Virjonen, P Nevalainen, F Farahnakian, J Heikkonen
2021 International Conference on Electrical, Computer, Communications and …, 2021
Future educational technology with big data and learning analytics
R Kanth, MJ Laakso, P Nevalainen, J Heikkonen
2018 IEEE 27th International Symposium on Industrial Electronics (ISIE), 906-910, 2018
Predicting water permeability of the soil based on open data
J Pohjankukka, P Nevalainen, T Pahikkala, E Hyvönen, P Hänninen, ...
Artificial Intelligence Applications and Innovations: 10th IFIP WG 12.5 …, 2014
Arctic soil hydraulic conductivity and soil type recognition based on aerial gamma-ray spectroscopy and topographical data
J Pohjankukka, P Nevalainen, T Pahikkala, P Hänninen, E Hyvönen, ...
2014 22nd International Conference on Pattern Recognition, 1822-1827, 2014
Consortium as a Virtual Enterprise in Project Planning
H Laurikkala, K Tanskanen, P Nevalainen, M Vainio-Mattila
Proceedings of the 5th International Conference on concurrent Enterprising …, 1999
Image analysis and development of graphical user interface for pole vault action
P Nevalainen, P Virjonen, MJ Laakso, J Heikkonen
Journal of Image and Graphics 6 (2), 109-116, 2018
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