Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 10 of 10 for “"Automated Learning"”.
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Automated Learning of Load-Balancing Strategies for a Distributed Computer System
… thesis presents SMALL (Systematic Method for Automated Learning of Load-balancing strategies), a system that learns new load indices and tunes the parameters of given migration policies. The key component of SMALL is DWG, a dynamic workload generator that allows off-line measurement of …
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Automated Learning of Event Coding Dictionaries for Novel Domains with an Application to Cyberspace
… advances in natural language processing and deep learning to greatly reduce the researcher-hours required to go from defining a new domain-of-interest to producing structured event data that describes that domain. An application to cybersecurity is described and both the generated dictionaries and …
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Implementation of hashed cryptography algorithm based on cryptography message syntax
… The important study in this research is an automated learning system for deep learning to enhance security. Through system training, security can be improved. The incoming data will be checked and the system will determine whether it contains errors or false data. The system will determine …
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Hyperparameter Optimization of Opaque Models for Autonomous Vehicle Algorithms
… selection for any opaque model to enable fully automated learning. We surveyed different hyperparameter optimization algorithms, selected the most effi- cient ones in different scenarios, and developed a framework that can be easily utilized by different users. We tested our algorithm and …
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Algorithms for combinatorial optimization in real-time and their automated refinements by genetics-based learning
… and (b) improving by genetics-based machine learning methods parametric heuristics used in the search algorithms designed. Our approach is a systematic method that integrates domain knowledge, search techniques, and automated learning techniques for designing better search algorithms. …
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Identification et caractérisation des G-quadruplexes dans le transcriptome humain
… realized using G4RNA Screener, a software using automated learning to classify G4. We were able to detect more than 1 100 000 regions with potential G4 across the human transcriptome corresponding to more than 308 000 unique G4 regions. An analysis of potential G4 regions was performed by type of …
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Advancing Deep Learning Efficiency: From Specialized Co-Design to Automated Generation
… (AI) technologies, particularly large-scale deep learning models such as large language models and diffusion models, has intensified the demand for efficient full-stack inference solutions that effectively balance performance and costs. This work will present a comprehensive exploration into the …
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Community Question Answering : an Investigation into the Influence of Question Expansion based on User's Explicit Information on Learning to Rank Q&A Models
… answers from previous users' questions. Automated Learning-to-Rank (LTR) models for Community Question Answering (CQA) require additional explicit information to appropriately expand questions, enabling the identification of an accurate ranked list of answer candidates based on their …
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Toward meaningful communication: engineering semantics with the geometry of conceptual spaces
… of "meaning" and a reliance on black-box machine learning models that obscure the true functionality of semantic communication modules. In this dissertation, we introduce an approach termed "semantic communication with conceptual spaces," which is based on the geometric conceptual spaces model of …
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Automatic Document Classification in Small Environments
<p>Document classification is used to sort and label documents. This gives users quicker access to relevant data. Users that work with large inflow of documents spend time filing and categorizing them to allow for easier procurement. The Automatic Classification and Document Filing (ACDF) system …