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Theses/Dissertations from 2019

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Rule Mining and Sequential Pattern Based Predictive Modeling with EMR Data, Orhan Abar

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ENHANCE NMF-BASED RECOMMENDATION SYSTEMS WITH AUXILIARY INFORMATION IMPUTATION, Fatemah Alghamedy

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ε-SUPERPOSITION AND TRUNCATION DIMENSIONS IN AVERAGE AND PROBABILISTIC SETTINGS FOR ∞-VARIATE LINEAR PROBLEMS, Jonathan M. Dingess

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CONFPROFITT: A CONFIGURATION-AWARE PERFORMANCE PROFILING, TESTING, AND TUNING FRAMEWORK, Xue Han

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AUTOMATED NETWORK SECURITY WITH EXCEPTIONS USING SDN, Sergio A. Rivera Polanco

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Learning to Map the Visual and Auditory World, Tawfiq Salem

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A DIVERSE BAND-AWARE DYNAMIC SPECTRUM ACCESS ARCHITECTURE FOR CONNECTIVITY IN RURAL COMMUNITIES, Vijay K. Shah

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Image-Based Roadway Assessment Using Convolutional Neural Networks, Weilian Song

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Application of Boolean Logic to Natural Language Complexity in Political Discourse, Austin Taing

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METADATA-BASED IMAGE COLLECTING AND DATABASING FOR SHARING AND ANALYSIS, Xi Wu

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NOVEL APPLICATIONS OF MACHINE LEARNING IN BIOINFORMATICS, Yi Zhang

Theses/Dissertations from 2018

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SDN-BASED MECHANISMS FOR PROVISIONING QUALITY OF SERVICE TO SELECTED NETWORK FLOWS, Faisal Alharbi

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Modeling and Mapping Location-Dependent Human Appearance, Zachary Bessinger

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A recurrent neural network architecture for biomedical event trigger classification, Jeevith Bopaiah

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AUTOMATED TREE-LEVEL FOREST QUANTIFICATION USING AIRBORNE LIDAR, Hamid Hamraz

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Scalable Feature Selection and Extraction with Applications in Kinase Polypharmacology, Derek Jones

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NOVEL COMPUTATIONAL METHODS FOR SEQUENCING DATA ANALYSIS: MAPPING, QUERY, AND CLASSIFICATION, Xinan Liu

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INTERACTIVE CLINICAL EVENT PATTERN MINING AND VISUALIZATION USING INSURANCE CLAIMS DATA, Zhenhui Piao

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RETAIL DATA ANALYTICS USING GRAPH DATABASE, Rashmi Priya

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Deep Neural Networks for Multi-Label Text Classification: Application to Coding Electronic Medical Records, Anthony Rios

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Improving Table Scans for Trie Indexed Databases, Ethan Toney

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Leveraging Overhead Imagery for Localization, Mapping, and Understanding, Scott Workman

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Bi-Objective Optimization of Kidney Exchanges, Siyao Xu

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ULTRA-FAST AND MEMORY-EFFICIENT LOOKUPS FOR CLOUD, NETWORKED SYSTEMS, AND MASSIVE DATA MANAGEMENT, Ye Yu

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Deep Probabilistic Models for Camera Geo-Calibration, Menghua Zhai