MSF-DET: Multi-Scale Spectral Fusion Detection Framework for Low-Light Object Detection in Urban Intelligent Transportation | 2026 Publication type A1 Journal article (refereed), original research Author(s) Zhang Yongyue, Phang Swee King, Che Jianfeng, Pang Wai Leong, Happonen Ari, Goh Hui Hwang Digital revolution Business and society Computer Networks and Communications Mathematics (miscellaneous) Management Science and Operations Research Human-Computer Interaction Computational Theory and Mathematics Artificial Intelligence Automotive Engineering Applied Mathematics Modelling and Simulation Logic Computer Science (miscellaneous) Computer Science Applications Computational Mathematics Theoretical Computer Science Computer Science Signal Processing Hardware and Architecture Computer Vision and Pattern Recognition Software Control and Optimization Mathematics Information Systems LUT School of Engineering Sciences
Intelligent Modeling of African Migration: Gendered Insights from 1990 to 2050 Using Computational Prediction | 2026 Publication type A4 Conference proceedings Author(s) Kaladevi R., Rani V.Uma, Sarasu P., Happonen Ari Other focus area Business and society Gender Studies Mathematics (miscellaneous) Computer Science (miscellaneous) Social Sciences (miscellaneous) Computational Mathematics Development Civil and Structural Engineering Information Systems Social Sciences Engineering (miscellaneous) LUT School of Engineering Sciences
A Bayesian framework for correcting structural bias in dynamical models | 2026 Publication type A4 Conference proceedings Author(s) Amadi Miracle, Haario Heikki Other focus area Mathematics (miscellaneous) Analysis Applied Mathematics Numerical Analysis Computational Mathematics LUT School of Engineering Sciences
Intelligent Ridge Path Planning for Agriculture Robot Using Modified Q-Learning Algorithm | 2026 Publication type A1 Journal article (refereed), original research Author(s) Sivasangari A., Kishor Sonti V.J.K., Cruz Antony J., Murali E., Deepa D., Happonen Ari Digital revolution Planetary resources Other focus area Management Science and Operations Research Information Systems and Management Artificial Intelligence Computer Science (miscellaneous) Computer Science Applications Computational Mathematics Computer Science Signal Processing Hardware and Architecture Computer Vision and Pattern Recognition Software Information Systems Management of Technology and Innovation Computers in Earth Sciences LUT School of Engineering Sciences
Possibilistic Robot Localization Using Visual Landmarks | 2025 Publication type A1 Journal article (refereed), original research Author(s) Könecke Tom, Ebel Henrik, Hanss Michael Other focus area Business and society Decision Sciences Mechanical Engineering Artificial Intelligence Applied Mathematics Computer Science Applications Computational Mathematics Computational Mechanics LUT School of Energy Systems
Lake Water Level Forecasting Using LSTM and GRU: A Deep Learning Approach | 2024 Publication type A4 Conference proceedings Author(s) Du Yuxin, Fan Jing, Happonen Ari, Paulraj Dassan, Tuape Michael Other focus area Computational Theory and Mathematics Artificial Intelligence Renewable Energy, Sustainability and the Environment Water Science and Technology Computer Science (miscellaneous) Computer Science Applications Computational Mathematics Computer Science Information Systems Computers in Earth Sciences LUT School of Engineering Sciences
Reinforcement approach using topology optimization | 2024 Publication type A4 Conference proceedings Author(s) Altunay Rabia, Suuronen Jarkko, Rupp Andreas, Immonen Eero, Roininen Lassi Other focus area Computational Mathematics LUT School of Engineering Sciences
Parameter Estimation and Forecasting for Biased Models | 2023 Publication type A3 Book section, chapters in research books Author(s) Amadi Miracle, Haario Heikki Other focus area Epidemiology Statistics, Probability and Uncertainty Public Health, Environmental and Occupational Health Mathematical Physics Computational Mathematics LUT School of Engineering Sciences
