Evaluating Long-Term Forecasting Performance Decay and Seasonal Effects in Deep Learning-Based Water Level Forecasting Models Across Multiple Northern Lakes | 2026 Publication type A1 Journal article (refereed), original research Author(s) Du Yuxin, Marttila Hannu, Fan Jing, Happonen Ari, Sudarshan Vidya K, Kanniainen Juho Digital revolution Planetary resources Business and society Environmental Engineering Ecological Modelling Pollution Artificial Intelligence Management, Monitoring, Policy and Law Renewable Energy, Sustainability and the Environment Water Science and Technology Computer Science (miscellaneous) Global and Planetary Change Signal Processing Environmental Science Environmental Science (miscellaneous) Software Ecology Information Systems Computers in Earth Sciences Life Cycle Assessment LUT School of Engineering Sciences
MoRE: Multi-Oracle Reward Evolution for Automated Reward Shaping in Reinforcement Learning | 2026 Publication type A4 Conference proceedings Author(s) Abdelsalam Ahmed, Happonen Ari, Papadakis Panagiotis, Porras Jari Digital revolution Other focus area Business and society Endocrine and Autonomic Systems Management Science and Operations Research Human-Computer Interaction Computer Graphics and Computer-Aided Design Computational Theory and Mathematics Artificial Intelligence 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 Computational Mechanics Information Systems Management of Technology and Innovation LUT School of Engineering Sciences
Exploring the Adoption of the International Information Security Management System Standard ISO/IEC 27001 in Finland | 2026 Publication type A1 Journal article (refereed), original research Author(s) Özmen Gülfem, Heikkilä Jussi, Ojanen Ville Digital revolution Business and society Industrial and Manufacturing Engineering Information Systems and Management Information Systems LUT School of Engineering Sciences
Blockchain-based information security and privacy protection policies: challenges and future directions using computational literature review | 2026 Publication type A1 Journal article (refereed), original research Author(s) Gauri S, Uddin M, Uddin M, Mukta S, Mukta S, Kumar P, Kumar P, Islam N, Islam N Digital revolution Business and society Computer Science Information Systems LUT School of Engineering Sciences
Adopting Generative AI – Preliminary Survey Results About Expectations About the Use and the Effects of Use from the Financial Industry | 2026 Publication type A4 Conference proceedings Author(s) Cellarova Katarina, Kedziora Joanna, Goudarzi Mostafa, Collan Mikael Digital revolution Information Systems and Management Information Systems Management of Technology and Innovation LUT Business School
Createch’s near-future emergence analysis | 2026 Publication type A4 Conference proceedings Author(s) Sosunova Inna, Sudarshan Vidya, Happonen Ari Digital revolution Other focus area Business and society Management Science and Operations Research Human-Computer Interaction Industrial and Manufacturing Engineering Information Systems and Management Computer Graphics and Computer-Aided Design Electrical and Electronic Engineering Artificial Intelligence Computer Science (miscellaneous) Computer Science Applications Computer Science Software Computational Mechanics Information Systems Management of Technology and Innovation Engineering (miscellaneous) LUT School of Engineering Sciences
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
European Union Data Act Enabling IoT Data Sharing for Creation of New Services and Software Products | 2026 Publication type A4 Conference proceedings Author(s) Metso Lasse, Kinnunen Sini-Kaisu, Happonen Ari Digital revolution Other focus area Business and society Management Science and Operations Research Organizational Behavior and Human Resource Management Information Systems and Management Strategy and Management Management, Monitoring, Policy and Law Computer Science (miscellaneous) Computer Science Applications Computer Science Business, Management and Accounting (miscellaneous) Information Systems Management of Technology and Innovation Management Information Systems Business and International Management LUT School of Engineering Sciences
