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 Water - Refining sidestreams into value 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
Towards a Smarter Waste Management: Developing and Evaluating a Smart Waste Management Decision Support Framework | 2024 Publication type A1 Journal article (refereed), original research Author(s) Sosunova Inna, Porras Jari, Wolff Annika, Happonen Ari Other Focus Area Business and society - Sustainable renewal of business, industry and society Energy - Transition to carbon-neutral world Management Science and Operations Research Environmental Engineering Information Systems and Management Pollution Renewable Energy, Sustainability and the Environment Computer Science (miscellaneous) Computer Science Applications Computer Science Environmental Science Environmental Science (miscellaneous) Waste Management and Disposal Information Systems Management Information Systems Computers in Earth Sciences LUT School of Engineering Sciences
Design and Development of a Robust Control Platform for a 3-Finger Robotic Gripper Using EMG-Derived Hand Muscle Signals in NI LabVIEW | 2024 Publication type A1 Journal article (refereed), original research Author(s) Loskutova Aleksandra, Roozbahani Daniel, Alizadeh Marjan, Handroos Heikki Other Focus Area Mechanical Engineering Control and Systems Engineering Computer Science Applications Biomedical Engineering LUT School of Energy Systems
Who is that Girl? Drawing a Portrait of a Female Student in Software Engineering | 2024 Publication type A4 Conference proceedings Author(s) Kovaleva Yekaterina, Nair Sivasankaran Praveena, Happonen Ari Other Focus Area Business and society - Sustainable renewal of business, industry and society Gender Studies Developmental and Educational Psychology Sociology and Political Science Education Computer Science (miscellaneous) Computer Science Applications Social Sciences (miscellaneous) Computer Science Software Social Sciences LUT School of Engineering Sciences
NNAWA: A Granular Nearest Neighbor Imputation Technique Based on Alpha-Weighted Average | 2024 Publication type A4 Conference proceedings Author(s) Luukka Pasi, Stoklasa Jan, Mailagaha Kumbure Mahinda Business and society - Sustainable renewal of business, industry and society Information Systems and Management Applied Mathematics Computer Science Applications Information Systems LUT Business School
On the relevance of hyperparameter optimization of convolutional neural networks for retrieving spectral signals | 2024 Publication type A1 Journal article (refereed), original research Author(s) Saghi Ali, Lensu Lasse, Vartiainen Erik M. Other Focus Area Physics and Astronomy Computer Science Applications LUT School of Engineering Sciences
Multi-Window Autoformer for Dynamic Systems Modelling | 2024 Publication type A4 Conference proceedings Author(s) Vanegas Arias Sergio Mauricio, Lensu Lasse, Ruiz Palacios Fredy Orlando Other Focus Area Artificial Intelligence Applied Mathematics Computer Science Applications Signal Processing LUT School of Engineering Sciences
The Digital Age: Exploring the Intersection of AI/CI and Human Cognition and Social Interactions | 2024 Publication type A1 Journal article (refereed), original research Author(s) Usmani Usman Ahmad, Happonen Ari, Watada Junzo Other Focus Area Business and society - Sustainable renewal of business, industry and society Human-Computer Interaction Education Communication Artificial Intelligence Computer Science (miscellaneous) Computer Science Applications Social Sciences (miscellaneous) Development Computer Science Software Information Systems Social Sciences Health(social science) LUT School of Engineering Sciences
Depth Accuracy Analysis of the ZED 2i Stereo Camera in an indoor environment | 2024 Publication type A1 Journal article (refereed), original research Author(s) Abdelsalam Ahmed, Mansour Mostafa, Happonen Ari, Porras Jari Other Focus Area Artificial Intelligence Computer Science (miscellaneous) Computer Science Applications Computer Science Signal Processing Hardware and Architecture Computer Vision and Pattern Recognition Software Information Systems LUT School of Engineering Sciences
Literature-Based Practices for Designing Female-Inclusive Software Engineering and Computer Science Programs | 2024 Publication type A4 Conference proceedings Author(s) Kovaleva Yekaterina, Happonen Ari, Kindsiko Eneli Other Focus Area Education Computer Science (miscellaneous) Computer Science Applications Computer Science Software LUT School of Engineering Sciences
