Search for dissertations about: "large-scale structure"
Showing result 11 - 15 of 379 swedish dissertations containing the words large-scale structure.
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11. Machine Learning-Based Bug Handling in Large-Scale Software Development
Abstract : This thesis investigates the possibilities of automating parts of the bug handling process in large-scale software development organizations. The bug handling process is a large part of the mostly manual, and very costly, maintenance of software systems. READ MORE
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12. Machine Learning Methods Using Class-specific Subspace Kernel Representations for Large-Scale Applications
Abstract : Kernel techniques became popular due to and along with the rising success of Support Vector Machines (SVM). During the last two decades, the kernel idea itself has been extracted from SVM and is now widely studied as an independent subject. READ MORE
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13. Large-Scale Optimization With Machine Learning Applications
Abstract : This thesis aims at developing efficient algorithms for solving some fundamental engineering problems in data science and machine learning. We investigate a variety of acceleration techniques for improving the convergence times of optimization algorithms. READ MORE
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14. Web Applications for Large-Scale Decision Support : Preference Elicitation, Modeling and Visualization
Abstract : This thesis addresses the lack of effective and efficient technology design in current e-participation research by investigating two approaches that yet have not been explored to any great extent in the literature: decision science and data visualization. It is concerned with the problem of how to combine techniques from these two fields to achieve decision support in the context of e-participation; from preference elicitation and modeling to data analysis, visualization and final recommendations, such that it can provide value to practitioners. READ MORE
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15. Efficient Density Matrix Methods for Large Scale Electronic Structure Calculations
Abstract : Efficient and accurate methods for computing the density matrix are necessary to be able to perform large scale electronic structure calculations. For sufficiently sparse matrices, the computational cost of recursive polynomial expansions to construct the density matrix scales linearly with increasing system size. READ MORE