Global ETD Search
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 14 of 14 for “"Network Visualization"”.
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Network Visualization and Anomaly Detection in International Timber Trade Flows
… and illegality estimates using a map-based network visualization prototype we designed and built. Our work suggests the need to synthesize accurate trade data on global timber flows for regulating illegal activities at source sites and in the supply chain of timber products.
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Mixed-Initiative Methods for Following Design Guidelines in Creative Tasks
… in creative domains such as web design, data visualization, and software development face many challenges while trying to create novel solutions that satisfy the guidelines around practical constraints and quality considerations. My dissertation work addresses two of these challenges. First, …
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Natural Language Control for for Visually Interactive Decision Support Tools in Supply Chain Management
Supply chains are complex networks where changing one variable can have unforeseen effects on the entire chain. Interactive supply chain visualizations are useful for understanding these effects, and can lead to decreased cost. However, these interactive visualizations can require technical and …
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Developing bioinformatic tools for phosphorylation site co-regulation and correlation: The plant Cellulose Synthase Complex as a case study
… this work, a variety of phosphorylation site network visualization formats were developed to directly visualize the number, frequency, and sequence conservation of phosphorylation sites within a given protein or network of proteins. Further comparison of the primary sequence flanking the …
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Identification and characterization of gene and microRNA networks associated with cancer survival and drug abuse
… of cancer and drug abuse. Functional and network analyses were performed to identify and study targets of microRNA biomarkers associated with glioblastoma multiforme survival within and across race, gender, recurrence, and therapy cohorts. A Cox survival model was applied to profiles from …
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Visualizing and interpreting convolutional neural networks on genomic data
… of the resulting genomic deep learning networks remains challenging. While many network visualization tools focus on directly mapping high level neuron features into input space, they do not explicitly reflect how a network combines these features when making predictions. Moreover, many …
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Graph Embedding and Nonlinear Dimensionality Reduction
… representations of high-dimensional data or networks to be accurately embedded in a low-dimensional space. I first propose minimum volume embedding (MVE) which, like other leading dimensionality reduction algorithms, first encodes the high-dimensional data as a nearest-neighbor graph, where …
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VANESA - A bioinformatics software application for the modeling, visualization, analysis, and simulation of biological networks in systems biology applications
… fusion, modeling, analysis, simulation, and network visualization, which are some of the most important areas in bioinformatics and systems biology. Using VANESA, scientists have the possibility to automatically reconstruct important biomedical systems with information from the databases …
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CoryneRegNet : a reference database and analysis platform for corynebacterial gene regulatory networks
… analysis of transcriptional regulatory networks. The large-scale reconstruction of these networks allows the in silico analysis of cell behavior in response to changing environmental conditions. We previously published CoryneRegNet, an ontology-based data warehouse of corynebacterial …
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Interpretable Network Representations
<p>Networks (or interchangeably graphs) have been ubiquitous across the globe and within science and engineering: social networks, collaboration networks, protein-protein interaction networks, infrastructure networks, among many others. Machine learning on graphs, especially network representation …
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Automated Discovery of Social Networks in Online Learning Communities
… describe and evaluate underlying social networks among online community members. The main thrust of the study is to automate the discovery of social ties that form between community members, using only the digital footprints left behind in their online forum postings. Currently, one of …
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Functional neuroimaging studies of peripheral inflammation-related depression
… i.e., cytokines and chemokines. Weighted network visualization, coupled with a literature search-based functional assignment of each biomarker, indicated that functionally-related inflammatory proteins were more strongly positively correlated with each other. Thus, concentrations of these …
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IVIS: Search and visualization on heterogeneous information networks
We build a system to support search and visualization on heterogeneous information networks. We first build our system on a specialized heterogeneous information network: DBLP. The system aims to facilitate people, especially computer science researchers, toward a better understanding and user …