| 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 | 149 | 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 | 102 | 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 | 51 | 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 | 50 | 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 | 42 | 2018 |
| Ship movement prediction using k-NN method P Virjonen, P Nevalainen, T Pahikkala, J Heikkonen 2018 Baltic Geodetic Congress (BGC Geomatics), 304-309, 2018 | 36 | 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 | 33 | 2016 |
| 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 | 32 | 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 | 31 | 2017 |
| 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 | 20 | 2018 |
| Detecting terrain stoniness from airborne laser scanning data P Nevalainen, M Middleton, R Sutinen, J Heikkonen, T Pahikkala Remote Sensing 8 (9), 720, 2016 | 20 | 2016 |
| 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 | 19 | 2020 |
| A comprehensive study of clustering-based techniques for detecting abnormal vessel behavior F Farahnakian, F Nicolas, F Farahnakian, P Nevalainen, J Sheikh, ... Remote Sensing 15 (6), 1477, 2023 | 17 | 2023 |
| 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 | 17 | 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 | 14 | 2018 |
| 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 | 13 | 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 | 13 | 2020 |
| 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 | 10 | 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 | 9 | 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 | 6 | 1999 |
