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Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"computational inference"”.
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Computational Inference of Genome-Wide Protein-DNA Interactions Using High-Throughput Genomic Data
… goal of this dissertation is to provide computational developments for jointly modeling different experimental datasets to achieve a holistic inference on the protein-DNA interaction landscape. </p><p>We first present a computational framework that can incorporate the protein binding …
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Quantum Resource Distributions: Geometric Analysis and Computational Classification
… quantum resources can also be recognized through computational inference. To this end, we design and apply a supervised quantum-inspired classifier based on the Pretty Good Measurement (PGM), capable of distinguishing among factorized, separable, entangled, and non-local quantum states. Using …
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Massively parallel message passing on a GPU for graphical model inference
Graphical model inference is fundamental to many problems across disciplines. However, its combinatorial nature makes it computationally challenging. For more effective inference, message passing algorithms that expose significant parallelism have been implemented to exploit graphics processing …
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Computationally-guided inference of cis-regulatory codes in metazoans
… Towards this goal, this thesis focuses on the computational inference of the cis-regulatory codes (combinations of TF binding site motifs) that drive the precise spatio-temporal expression of different sets of genes. The problem of cis-regulatory code inference is notoriously difficult in …