Blar i Master's theses in Information and Communication Technology på forfatter "Jiao, Lei"
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Exploration and Performance Analysis of Clustering Algorithms for Time-Series Data with Dimension Reduction
Lingstad, Aleksander Markus; Hansen, Daniel Nguyen; Suvatne, Marius (Master thesis, 2022)Clustering is an attempt to form groups of similar objects, and it is a powerful tool for discovering valuable underlying patterns in the data. When clustering on high dimensional data, the algorithms can suffer from the ... -
Exploration and Performance Analysis of Clustering Algorithms for Time-Series Data with Dimension Reduction
Lingstad, Aleksander Markus; Hansen, Daniel Nguyen; Suvatne, Marius (Master thesis, 2022)Clustering is an attempt to form groups of similar objects, and it is a powerful tool for discovering valuable underlying patterns in the data. When clustering on high dimensional data, the algorithms can suffer from the ... -
mmWave radar based contactless method for estimating parameters of swinging load: Implementation and Validation
Øvernes, Tor Egil; Dåmundsen, Daniel (Master thesis, 2022)This thesis proposes a novel method to estimate the parameters of a suspended swinging load using a 77GHz millimeter wave (mmWave) radar. An experimental scale model setup was created in the lab to simulate a suspended ... -
Smooth and Consistent Video Anonymization Using Triangular Inpainting and Optical Flow
Altalab, Elian; Weldehawariat, Teklemariam (Master thesis, 2022)Surveillance cameras have been deployed extensively in big cities, such as London and Shanghai. To protect people’s privacy and avoid fully exposed, it is necessary to remove sensitive facial information in the surveillance ... -
Smooth and Consistent Video Anonymization Using Triangular Inpainting and Optical Flow
Altalab, Elian; Weldehawariat, Teklemariam (Master thesis, 2022)Surveillance cameras have been deployed extensively in big cities, such as London and Shanghai. To protect people’s privacy and avoid fully exposed, it is necessary to remove sensitive facial information in the surveillance ... -
Tsetlin Machine for Fake News Detection: Enhancing Accuracy and Reliability
Ledaal, Bjørn Vetle (Master thesis, 2023)This thesis aims to improve the accuracy of fake news detection by using Tsetlin Machines (TM). TMs are well suited for noisy and complex relations within the provided data, which on initial analysis, overlaps nicely with ...