Search for dissertations about: "explain artificial intelligence"
Showing result 1 - 5 of 10 swedish dissertations containing the words explain artificial intelligence.
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1. Representation learning for natural language
Abstract : Artificial neural networks have obtained astonishing results in a diverse number of tasks. One of the reasons for the success is their ability to learn the whole task at once (endto-end learning), including the representations for data. READ MORE
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2. Explainable Artificial Intelligence for Enhancing Transparency in Decision Support Systems
Abstract : Artificial Intelligence (AI) is recognized as advanced technology that assist in decision-making processes with high accuracy and precision. However, many AI models are generally appraised as black boxes due to their reliance on complex inference mechanisms. READ MORE
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3. Large-scale I/O Models for Traditional and Emerging HPC Workloads on Next-Generation HPC Storage Systems
Abstract : The ability to create value from large-scale data is now an essential part of research and driving technological development everywhere from everyday technology to life-saving medical applications. In almost all scientific fields that require handling large-scale data, such as weather forecast, physics simulation, and computational biology, supercomputers (HPC systems) have emerged as an essential tool for implementing and solving problems. READ MORE
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4. Machine Learning Survival Models : Performance and Explainability
Abstract : Survival analysis is an essential statistics and machine learning field in various critical applications like medical research and predictive maintenance. In these domains understanding models' predictions is paramount. READ MORE
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5. Transparency for future semi-automated systems : effects of transparency on operator performance, workload and trust
Abstract : More and more complex semi-automated systems are being developed, aiding human operators to collect and analyze data and information and even to recommend decisions and act upon these. The goal of such development is often to support the operators make better decisions faster, while at the same time decrease their workload. READ MORE