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Generative artificial intelligence (AI) models, such as natural language processing (NLP) and computer vision (CV) models, have demonstrated remarkable progress in recent years, enabling significan...
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A blockchain technology can be a transformative solution across various sectors, with the potential of its use in the manufacturing industry receiving increasing attention. This study explores the ...
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In real-world data stream mining, the composition of classes undergoes unpredictable changes, giving rise to the challenge of class evolution, which encompasses class emergence, class disappearance...
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To meet the growing global energy demand, microgrids (MGs) have gained significant attention due to their numerous advantages. However, ensuring safe operation remains the foremost requirement for ...
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Generalized additive models (GAMs) offer a parsimonious, flexible and interpretable framework for regression, particularly when handling a large numbers of candidate predictors. This thesis address...
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The koala (Phascolarctos cinereus) is an endangered species in parts of Australia, in part due to chlamydial infections. Treatment is difficult due to the hepatic metabolism of the koala, and the c...
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This study addresses the challenge of enhancing Brain-Computer Interfaces (BCIs), focusing on low Signal-to-Noise Ratios and "BCI illiteracy" often affecting up to 20% of users. Transformer-based m...
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Decarbonizing the automotive sector is leading to a significant shift towards electric vehicle (EV) adoption, underpinning the need for lithium-ion batteries, which in turn, depend on the extractio...
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Soil moisture or moisture content is a fundamental constituent of the hydrological system of the Earth and its ecological systems, playing a pivotal role in the productivity of agricultural produce...
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