Blar i Fakultet for informasjonsteknologi og elektroteknikk (IE) på tidsskrift "Engineering Applications of Artificial Intelligence"
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Deep learning assisted physics-based modeling of aluminum extraction process
(Peer reviewed; Journal article, 2023)Modeling complex physical processes such as the extraction of aluminum is mainly done using pure physics-based models derived from first principles. However, the accuracy of these models can often suffer due to a partial ... -
Optimization of the model predictive control meta-parameters through reinforcement learning
(Peer reviewed; Journal article, 2023)Model predictive control (MPC) is increasingly being considered for control of fast systems and embedded applications. However, MPC has some significant challenges for such systems, such as its high computational complexity. ... -
Self-supervised learning with randomized cross-sensor masked reconstruction for human activity recognition
(Journal article; Peer reviewed, 2024)Self-supervised learning (SSL) has gained prominence in the field of accelerometer-based human activity recognition (HAR) due to its ability to learn from both labeled and unlabeled data. While labeled data acquisition is ... -
Space-time series clustering: Algorithms, taxonomy, and case study on urban smart cities
(Journal article; Peer reviewed, 2020)This paper provides a short overview of space–time series clustering, which can be generally grouped into three main categories such as: hierarchical, partitioning-based, and overlapping clustering. The first hierarchical ...