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Theses (Computer Science): Recent submissions
Now showing items 1-20 of 532
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(2022-12-22)Type Length Value (TLV) is one of the main structures commonly used in network protocols. A large number of proprietary protocols, whose specification is unknown to the public, run in the current Internet as well as ...
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(2022-12-21)Cancer research is essential in improving cancer prevention, detection, and treatment. The analysis of cancer genomes helps uncover gene abnormalities that cause the emergence and spread of many types of cancer. While many ...
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(2022-12-21)The problem of finding the degeneracy of a graph is a subproblem of the k-core decomposition problem. In this paper, we present a (1 + ϵ)-approximate solution to the degeneracy problem which runs in O(n log n) time on a ...
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Scaling Up Structural Clustering to Large Probabilistic Graphs Using Lyapunov Central Limit Theorem (2022-12-19)In this thesis, we focus on structural clustering of probabilistic graphs, which comes with significant computational challenges and has, so far, resisted efficient solutions that are able to scale to large graphs, e.g. ...
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(2022-12-19)More than 75% of organizations rely on open source as the foundation of their applications. The prevalence of code reuse in modern software development processes has led to potential drawbacks for developers and companies ...
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(2022-12-06)Electric vehicle charging stations (EVCS) play a vital role in providing charging support to EV users. In order to facilitate users in terms of charging speed and price, two different charging modes (L2 and L3) are currently ...
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(2022-10-24)Context: The explosive growth of renowned software ecosystems such as the cloud-based accounting platform Xero, and the communication hub Slack has largely occurred because of an app marketplace they have built. To a ...
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(2022-09-29)We introduce a new, group fairness-inspired stochastic multi-armed bandit problem in the pure exploration setting. We look at the discrepancy between an arm’s mean reward from a group and the highest mean reward for any ...
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(2022-09-22)Building a shared understanding of non-functional requirements (NFRs) is a known but understudied challenge in requirements engineering, primarily in organizations that adopt continuous software engineering (CSE) practices. ...
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(2022-09-01)Data visualization is a medium that allows us to understand, analyze, and communicate information on a daily basis. There is considerable research on the role of visualization for adults, both in professional and casual ...
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(2022-08-30)Every entity in the real world can be described uniquely by it’s attributes. It is possible to rank similar entities based on these attributes, i.e. a professor can be ranked by his/her number of publications, citations ...
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(2022-08-30)AI-supported programming has arrived, as shown by the introduction and successes of large language models for code, such as Copilot/Codex (Github/OpenAI) and AlphaCode (DeepMind). Above-average human performance on programming ...
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(2022-08-26)Motivation: Understanding how nucleic acids interact is essential for understanding their function. Controlling these interactions, for example, can allow us to detect diseases and create new therapeutics. During quantitative ...
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(2022-08-19)In recent years, the Internet of Things (IoT) has been proliferating in various fields, such as health care, smart city, and connected autonomous vehicles. Accompanying the popularity of IoT are security attacks that ...
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(2022-08-17)Music frequently exhibits regular repeating structure because of musical beats, vamps, and rhythms. In this thesis, an audio compression algorithm that takes advantage of this structure is described. After providing some ...
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(2022-08-11)Stack Overflow is a rich source of questions and answers—discussions—about software development. One topic of discussion is software design, such as the correct use of design patterns or best practices in data access. Since ...
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(2022-06-24)In this thesis, we study the notion of graph summarization, which is a fundamental task of finding a compact representation of the original graph called the summary. Graph summarization can be used for reducing the ...
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(2022-05-24)Our main objective is to design Dimensional Analysis (DA) algorithms for the multidimensional dialect PyLucid of Lucid, the equational data flow language. The significance is that the DA is indispensable for an efficient ...
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(2022-05-24)Motivation: Alzheimer’s Disease (AD) is a highly prevalent, neurodegenerative disease which causes gradual cognitive decline. As documented in the literature, evi- dence has recently mounted for the role of metabolic ...
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(2022-05-02)Connected aviation, the Internet of Flying Things and related emerging technologies, such as the System-Wide Information Management infrastructure of the FAA NextGen program, present numerous opportunities for the aviation ...
Now showing items 1-20 of 532
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