Paavo Nevalainen
PhD
paavo.nevalainen@utu.fi Office: Agora 452B Reception at Mondays on 12-12:00 ORCID identifier: https://orcid.org/0000-0002-7646-929X |
Areas of expertise
point cloud registration, open natural resource data, videometrics, sensor fusion
point cloud registration, open natural resource data, videometrics, sensor fusion
Research community or research topic
Data Analytics: Algorithmics and Computational Intelligence
Data Analytics: Algorithmics and Computational Intelligence
Biography
Worked hard on various fields, now soon to be retired!
Publications 
1 of 3
- Enhancing hurdles athletes’ performance analysis: A comparative study of cnn-based pose estimation frameworks (2025)
- Multimedia Tools and Applications
(A1 Refereed original research article in a scientific journal) - Maritime vessel movement prediction: A temporal convolutional network model with optimal look-back window size determination (2025)
- Multimodal transportation
(A1 Refereed original research article in a scientific journal) - Wide-Area Ship Movement Prediction Using Random Forests (2025)
- Communications in Computer and Information Science
(A4 Refereed article in a conference publication ) - Addressing imbalanced data for machine learning based mineral prospectivity mapping (2024)
- Ore Geology Reviews
(A2 Refereed review article in a scientific journal ) - AI-ARC Baltic Demo: Detecting Illegal Activities at Sea (2024) 2024 27th International Conference on Information Fusion (FUSION) Svenson, Pontus; Holst, Anders; Wallberg, Anders; Nevalainen, Paavo; Farahnakian, Farshad; Álamo, Alfonso; Germinara, Vincenzo; Schweizer, Daniel; Leicht, Matthis; Anneken, Mathias; Hoppe, Adrian H.; Karalis, Aristeidis; Ashraf, Labib; Beltrán, Maria Eugenia; Hernandez, Liss; Partanen, Petteri; Markkanen, Minna
(A4 Refereed article in a conference publication ) - High-resolution harvester data for estimating rolling resistance and forest trafficability (2024)
- European Journal of Forest Research
(A1 Refereed original research article in a scientific journal) - Short and Long Term Vessel Movement Prediction for Maritime Traffic (2024)
- Lecture Notes in Computer Science
(A4 Refereed article in a conference publication ) - Supporting SME companies in mapping out AI potential: a Finnish AI development case (2024)
- Journal of Technology Transfer
(A1 Refereed original research article in a scientific journal) - A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior (2023)
- Remote Sensing
(A1 Refereed original research article in a scientific journal) - Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland (2023) 2023 26th International Conference on Information Fusion (FUSION) Farahnakian Fahimeh, Zelioli Luca, Pitkänen Timo, Pohjankukka Jonne, Middleton Maarit, Tuominen Sakari, Nevalainen Paavo, Heikkonen Jukka
(A4 Refereed article in a conference publication ) - Real-Time Military Tank Detection Using YOLOv5 Implemented on Raspberry Pi (2023) 2023 the 4th International Conference on Artificial Intelligence, Robotics and Control (AIRC 2023) Jafarzadeh Pouya, Zelioli Luca, Farahnakian Fahimeh, Nevalainen Paavo, Heikkonen Jukka, Hemminki Petteri, Andersson Christian
(A4 Refereed article in a conference publication ) - Abnormal Behaviour Detection by Using Machine Learning-Based Approaches in the Marine Environment: A Literature Survey (2022) 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET) Farahnakian Farshad, Heikkonen Jukka, Nevalainen Paavo
(A4 Refereed article in a conference publication ) - Long-Term Autonomy in Forest Environment Using Self-Corrective SLAM (2022) New Developments and Environmental Applications of Drones: Proceedings of FinDrones 2020 Nevalainen Paavo, Movahedi Parisa, Peña Queralta Jorge, Westerlund Tomi, Heikkonen Jukka
(A4 Refereed article in a conference publication ) - Pose Estimation of Hurdles Athletes using OpenPose (2021) 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) Jafarzadeh Pouya, Virjonen Petra, Nevalainen Paavo, Farahnakian Fahimeh, Heikkonen Jukka
(A4 Refereed article in a conference publication ) - Localization in Unstructured Environments: Towards Autonomous Robots in Forests with Delaunay Triangulation (2020)
- Remote Sensing
(A1 Refereed original research article in a scientific journal) - Machine learning-based mapping of micro-topographic earthquake-induced paleo Pulju moraines and liquefaction spreads from a digital elevation model acquired through laser scanning (2020)
- Geomorphology
(A1 Refereed original research article in a scientific journal) - Navigation and Mapping in Forest Environment Using Sparse Point Clouds (2020)
- Remote Sensing
(A1 Refereed original research article in a scientific journal) - Pattern recognition of LiDAR data and sediment anisotropy advocate a polygenetic subglacial mass-flow origin for the Kemijärvi hummocky moraine field in northern Finland (2020)
- Geomorphology
(A1 Refereed original research article in a scientific journal) - Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology (2020)
- Forestry
(A1 Refereed original research article in a scientific journal) - Edge and Fog Computing Enabled AI for IoT-An Overview (2019) 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) Zhuo Zou, Yi Jin, Paavo Nevalainen, Yuxiang Huan, Jukka Heikkonen, Tomi Westerlund
(A4 Refereed article in a conference publication )
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