Browsing Electronic Theses and Dissertations by Department "Computer Science"
Now showing items 201-220 of 256
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(2020-11-18)Department: Computer ScienceIn the big data era, person-specific data are being collected in an unprecedented manner. Given the potential wealth of insights in personal data, many organizations aim to share data while protecting privacy by sharing ...
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(2021-11-19)Department: Computer ScienceAccurate Multivariate Time Series (MTS) prediction supports a multitude of decision making tasks that impact our daily lives. However, current auto-regression-based approaches and deep learning models cannot deal with MTS ...
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(2014-11-06)Department: Computer ScienceSharing genomic data is crucial to support scientific investigation such as genome-wide association studies (GWAS). However, various recent investigations suggest the privacy of the individual participants in these studies ...
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(2010-12-07)Department: Computer ScienceLarge scale distributed component based applications provide a number of different services to its clients. Such applications normally serve huge number of concurrent clients and need to provide a decent Quality of ...
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(2022-06-14)Department: Computer ScienceAmong the fundamental AI techniques, deep neural networks (DNN) have been widely applied in many industrial systems including safety-critical systems because of their versatility. DNNs are based on simple mathematical ...
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(2014-04-27)Department: Computer ScienceDeveloping an affordable, easily accessible and scalable online CPS laboratory is significant to promote CPS education. In developing such a system we are focused on a number of cyber-physical challenges including the model ...
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(2021-07-16)Department: Computer ScienceExperiencing narratives about physical locations encourages connections between readers/listeners and increases their awareness of these places. This can hopefully in turn lead to further exploration and the spread of ideas ...
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(2018-02-16)Department: Computer ScienceCyber-physical systems (CPS), such as autonomous automobile systems and process control systems, are mechanisms that deeply intertwine physical and software components. A resilient CPS is one that maintains an accepted ...
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(2019-11-25)Department: Computer ScienceBenefiting from the recent progress of AI research, computerized supports in making decisions have been deployed to a large variety of computer systems supporting decision making, which received research interests in the ...
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(2021-08-10)Department: Computer ScienceIn a Bulk Synchronous Parallel model, multiple tasks perform computations concurrently and need to synchronize with each other at specific “supersteps”. For this type of job, the overall duration of the computation depends ...
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(2020-02-17)Department: Computer ScienceAdvances in Internet of Things (IoT) have enabled a variety of latency-sensitive applications that reside at the edge of the network, for example, smart-grids, intelligent transportation, etc. These applications often ...
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(2009-11-11)Department: Computer ScienceThere is growing demand for simultaneous support of timeliness and high availability quality of service (QoS) properties in distributed real-time and embedded (DRE) systems deployed in resource-constrained environments. ...
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(2008-12-11)Department: Computer ScienceContemporary component middleware platforms provide a high degree of flexibility and configurability to support the development and operational life-cycles of distributed real-time and embedded (DRE) systems. This flexibility ...
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(2019-10-17)Department: Computer ScienceSimultaneous localization and mapping (SLAM), as one of the important techniques for navigation, robotic mapping and odometry, has been paid a lot of attention by both academia and industry. Visual slam, as an important ...
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(2011-04-08)Department: Computer ScienceWireless Mesh Networks have proven immensely valuable in extending the reach, speed of deployment and flexibility of networks. Routing in wireless mesh networks is complicated by channel interference, multi-hop pathways ...
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(2019-07-26)Department: Computer ScienceA constant threat that plagues urban areas today are incidents like crimes, fires and traffic accidents. These concerns are further escalated by a rather alarming rise in population density, making these incidents one of ...
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(2018-03-27)Department: Computer ScienceElectronic medical record (EMR) systems have been progressively adopted in numerous aspects of clinical care and healthcare endeavors. As the quantity and diversity of such data grows, so too has its repurposing to support ...
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(2016-07-14)Department: Computer ScienceMachine learning has become ubiquitous in the modern world, varying from enterprise applications to personal use cases and from image annotation and text recognition to speech captioning and machine translation. Its ...
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(2005-08-12)Department: Computer ScienceNode localization, also known as self-localization, is the problem of localizing physical sensor nodes in a given sensor network deployment. Localization is an essential tool for the deployment of low-cost sensor networks ...
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(2017-12-12)Department: Computer ScienceImproved segmentation of magnetic resonance imaging is necessary to provide quantitative and anatomical information for current and future radiological understanding of Parkinson’s disease and progression. Image segmentation ...