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    Algorithms for Analyzing Spatio-Temporal Data 

    Nath, Abhinandan (2018)
    In today's age, huge data sets are becoming ubiquitous. In addition to their size, most of these data sets are often noisy, have outliers, and are incomplete. Hence, analyzing such data is challenging. We look at applying ...
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    Applying Differential Privacy with Sparse Vector Technique 

    Chen, Yan (2018)
    In today's fast-paced developing digital world, a wide range of services such as web services, social networks, and mobile devices collect a large amount of personal data from their users. Although sharing and mining large-scale ...
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    Managing Shared Resources in the Data Center Era 

    Zahedi, Seyed Majid (2018)
    To improve efficiency and amortize cost over more computation, resource sharing has become vital in high performance computing systems. In such systems, the conventional wisdom assumes that users have to share, regardless ...
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    Eliciting and Aggregating Information for Better Decision Making 

    Freeman, Rupert (2018)
    In this thesis, we consider two classes of problems where algorithms are increasingly used to make, or assist in making, a wide range of decisions. The first class of problems we consider is the allocation of jointly owned ...
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    Policy Driven Data Sharing with Provable Privacy Guarantees 

    He, Xi (2018)
    Companies such as Google or Facebook collect a substantial amount of data about their users to provide useful services. The release of these datasets for general use can enable numerous innovative applications and scientific ...
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    Assuring Data Authenticity While Preserving User Choice in Mobile Sensing 

    Gilbert, Peter J. (2018)
    As more services have come to rely on sensor data such as photos and audio collected by mobile phone users, verifying the authenticity of this data has become critical for service correctness. At the same time, contributors ...
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    Getting More Out of the Existing Internet Infrastructure To Improve User Experiences 

    Bozkurt, Ilker Nadi (2018)
    Providing a satisfactory quality of experience (QoE) to Internet users is crucial for content and service providers. When users get bad QoE from an application, such as the videos they are watching on a streaming provider ...
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    Human Activity Analysis 

    Carley, Cassandra Mariette (2018)
    Video cameras have become increasingly prevalent, with higher resolution and frame-rates. Humans are often the focus of these videos, making human motion analysis an important field. This thesis explores the level of detail ...
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    Symmetric completion of Deformable Registration via Bi-residual Inversion 

    Dubey, Abhishek Kumar (2018)
    Deformable image registration is fundamental and critical to both diagnostics and therapeutics in precision and personalized medicine. Existing software packages for deformable registrations either provide only a forward ...
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    Parallel Memory Permissions and Their Applications 

    Razeen, Ali (2018)
    A process can voluntarily set memory protections to different portions of its address space. As threads in a process share the same address space, they are equally bound to its protections. In this dissertation, we explore ...
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    AuthorBozkurt, Ilker Nadi (1)Carley, Cassandra Mariette (1)Chen, Yan (1)Dubey, Abhishek Kumar (1)Freeman, Rupert (1)Gilbert, Peter J. (1)He, Xi (1)Jou, Jonathan Dragon (1)Kell, Nathaniel Brian (1)Nath, Abhinandan (1)... View MoreDate Issued
    2018 (15)
    Type
    Dissertation (15)
    SubjectComputer science (14)activity classification (1)Address space (1)approximate inference (1)Artificial intelligence (1)Branch and Bound (1)Computational Protein Design (1)Computer Science (1)correlation clustering (1)Data Privacy (1)... View MoreDepartment
    Computer Science (15)