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Dissertations from 2017

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Method for Enabling Causal Inference in Relational Domains, David Arbour, Computer Science

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Problems in Graph-Structured Modeling and Learning, James Atwood, Computer Science

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Spreadsheet Tools for Data Analysts, Daniel W. Barowy, Computer Science

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Deep Energy-Based Models for Structured Prediction, David Belanger, Computer Science

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Graph Construction for Manifold Discovery, CJ Carey, Computer Science

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Automatic Derivation of Requirements for Components Used in Human-Intensive Systems, Heather Conboy, Computer Science

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DESIGN, ANALYSIS AND OPTIMIZATION OF CACHE SYSTEMS, Mostafa Dehghan Shirehpaz, Computer Science

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Controversy Analysis and Detection, Shiri Dori-Hacohen, Computer Science

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DEEP-LEARNED GENERATIVE REPRESENTATIONS OF 3D SHAPE FAMILIES, Haibin Huang, Computer Science

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On Leveraging Multi-Path Transport in Mobile Networks, Yeon-sup Lim, Computer Science

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Inference in Networking Systems with Designed Measurements, Chang Liu, Computer Science

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Style-driven Shape Analysis and Synthesis, Zhaoliang Lun, Computer Science

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Temporal and Relational Models for Causality: Representation and Learning, Katerina Marazopoulou, Computer Science

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The Complexity of Resilience, Cibele Matos Freire, Computer Science

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Knowledge Representation and Reasoning with Deep Neural Networks, Arvind Ramanathan Neelakantan, Computer Science

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Belief-Space Planning for Resourceful Manipulation and Mobility, Dirk Ruiken, Computer Science

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Database Usability Enhancement in Data Exploration, Yue Wang, Computer Science

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HIGH-PERFORMANCE COMPLEX EVENT PROCESSING FOR DECISION ANALYTICS, Haopeng Zhang, Computer Science

Dissertations from 2016

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Effective Performance Analysis and Debugging, Charles M. Curtsinger, Computer Science

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Detecting Anomalously Similar Entities in Unlabeled Data, Lisa D. Friedland, Computer Science

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Elastic Resource Management in Distributed Clouds, Tian Guo, Computer Science

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Application-Aware Resource Management for Cloud Platforms, Xin He, Computer Science

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Extending Faceted Search to the Open-Domain Web, Weize Kong, Computer Science

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Efficient Inference, Search and Evaluation for Latent Variable Models of Text with Applications to Information Retrieval and Machine Translation, Kriste Krstovski, Computer Science

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Combining Static and Dynamic Analysis for Bug Detection and Program Understanding, Kaituo Li, Computer Science

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Algorithms for First-order Sparse Reinforcement Learning, Bo Liu, Computer Science

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Applications of Sampling and Estimation on Networks, Fabricio Murai Ferreira, Computer Science

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An Incremental Approach to Identifying Causes of System Failures using Fault Tree Analysis, Huong T. Phan, Computer Science

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Specification and Analysis of Resource Utilization Policies for Human-Intensive Systems, Seung Yeob Shin, Computer Science

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Intrinsically Motivated Exploration in Hierarchical Reinforcement Learning, Christopher M. Vigorito, Computer Science

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Stochastic Network Design: Models and Scalable Algorithms, Xiaojian Wu, Computer Science

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Leveraging Backscatter for Ultra-low Power Wireless Sensing Systems, PENGYU ZHANG, Computer Science

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Shape Design and Optimization for 3D Printing, Yahan Zhou, Computer Science

Dissertations from 2015

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Reconstructing Geometric Structures from Combinatorial and Metric Information, Md Ashraful Alam, Computer Science

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An Analysis of Student Learning Strategies in High Enrollment Computer-Based College Courses, gordon c. anderson, Computer Science

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Fundamental Limits of Covert Communication, Boulat A. Bash, Computer Science

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Automated Style Feedback for Advanced Beginner Java Programmers, Hannah Blau, Computer Science

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Skeleton Structures and Origami Design, John C. Bowers, Computer Science

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Exploiting Concepts In Videos For Video Event Detection, Ethem Can, Computer Science

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Learning Parameterized Skills, Bruno Castro da Silva, Computer Science

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Robust Mobile Data Transport: Modeling, Measurements, and Implementation, Yung-Chih Chen, Computer Science

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Model-Based Guidance for Human-Intensive Processes, Stefan Christov, Computer Science

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General Program Synthesis from Examples Using Genetic Programming with Parent Selection Based on Random Lexicographic Orderings of Test Cases, Thomas Helmuth, Computer Science

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Network Characteristics and Dynamics: Reciprocity, Competition and Information Dissemination, Bo Jiang, Computer Science

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Application of Techniques for MAP Estimation to Distributed Constraint Optimization Problem, Yoonheui Kim, Computer Science

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Exploiting Social Media Sources for Search, Fusion and Evaluation, Chia-Jung Lee, Computer Science

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A Platform for Scalable Low-Latency Analytics using MapReduce, Boduo Li, Computer Science

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Energy-Efficient Content Delivery Networks, Vimal Mathew, Computer Science

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Energy Optimizations for Smart Buildings and Smart Grids, Aditya K. Mishra, Computer Science

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Learning with Joint Inference and Latent Linguistic Structure in Graphical Models, Jason Narad, Computer Science

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Long Range Motion Estimation and Applications, Laura Sevilla-Lara, Computer Science

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Content Placement as a Key to a Content-Dominated, Highly mobile Internet, Abhigyan Sharma, Computer Science

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Variation in Human-Intensive Systems: a Conceptual Framework for Characterizing, Modeling, and Analyzing Families of Systems, Borislava I. Simidchieva, Computer Science

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Informed Search for Learning Causal Structure, Brian J. Taylor, Computer Science

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Safe Reinforcement Learning, Philip S. Thomas, Computer Science

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Epistemological Databases for Probabilistic Knowledge Base Construction, Michael Louis Wick, Computer Science

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An Opportunistic Service Oriented Approach for Robot Search, Dan Xie, Computer Science

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Forensic and Management Challenges in Wireless and Mobile Network Environment, sookhyun yang, Computer Science

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Universal Schema for Knowledge Representation from Text and Structured Data, Limin Yao, Computer Science

Dissertations from 2014

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Integrating Non-Topical Aspects Into Information Retrieval, Elif Aktolga, Computer Science

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Subtyping with Generics: A Unified Approach, John G. Altidor, Computer Science

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Model-Driven Analytics of Energy Meter Data in Smart Homes, Sean K. Barker, Computer Science

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Streaming Algorithms Via Reductions, Michael S. Crouch, Computer Science

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ADAPTIVE STEP-SIZES FOR REINFORCEMENT LEARNING, William C. Dabney, Computer Science

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Entity-based Enrichment for Information Extraction and Retrieval, Jeffrey Dalton, Computer Science

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A Proportionality-based Approach to Search Result Diversification, Van Bac Dang, Computer Science

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Improving Text Recognition in Images of Natural Scenes, Jacqueline Feild, Computer Science

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Making Networks Robust to Component Failures, Daniel Gyllstrom, Computer Science

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Indexing Proximity-based Dependencies for Information Retrieval, Samuel Huston, Computer Science

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DEFINING, EVALUATING, AND IMPROVING THE PROCESS OF VERIFYING PATIENT IDENTIFIERS, Junghee Jo, Computer Science

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Incorporating Boltzmann Machine Priors for Semantic Labeling in Images and Videos, Andrew Kae, Computer Science

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SEARCHING BASED ON QUERY DOCUMENTS, Youngho Kim, Computer Science

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A Probabilistic Model of Hierarchical Music Analysis, Phillip Benjamin Kirlin, Computer Science

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Reliable and Efficient Multithreading, Tongping Liu, Computer Science

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Privacy-preserving Sanitization in Data Sharing, Wentian Lu, Computer Science

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Causal Discovery for Relational Domains: Representation, Reasoning, and Learning, Marc Maier, Computer Science

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Unsupervised Joint Alignment, Clustering and Feature Learning, Mohamed Marwan Mattar, Computer Science

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Probabilistic Models for Motion Segmentation in Image Sequences, Manjunath Narayana, Computer Science

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Using Formal Methods to Verify Transactional Abstract Concurrency Control, Trek S. Palmer, Computer Science

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Designing Efficient and Accurate Behavior-Aware Mobile Systems, Abhinav Parate, Computer Science

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Retrieval Models based on Linguistic Features of Verbose Queries, Jae Hyun Park, Computer Science

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Efficient Routing and Scheduling in Wireless Networks, Anand Seetharam, Computer Science

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Scaling MCMC Inference and Belief Propagation to Large, Dense Graphical Models, Sameer Singh, Computer Science

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INFERENCE-BASED FORENSICS FOR EXTRACTING INFORMATION FROM DIVERSE SOURCES, Robert J. Walls, Computer Science

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COMPUTATIONAL COMMUNICATION INTELLIGENCE: EXPLORING LINGUISTIC MANIFESTATION AND SOCIAL DYNAMICS IN ONLINE COMMUNICATION, Xiaoxi Xu, Computer Science

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Efficient Representation and Matching of Texts and Images in Scanned Book Collections, Ismet Zeki Yalniz, Computer Science