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 13 of 13 for “"mining software"”.
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Mining Software Artifacts for use in Automated Machine Learning
… learning pipelines requires that users have software engineering, machine learning, and domain experience. Machine learning libraries have helped along the first two dimensions by providing modular implementations of popular algorithms. However, implementing a pipeline remains an iterative, …
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Mining software repositories: measuring effectiveness and affectiveness in software systems.
Software Engineering field has many goals, among them we can certainly deal with monitoring and controlling the development process in order to meet the business requirements of the released software artifact. Software engineers need to have empirical evidence that the development process and the …
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Enabling Large-Scale Mining Software Repositories (MSR) Studies Using Web-Scale Platforms
The Mining Software Repositories (MSR) field analyzes software data to uncover knowledge and assist software developments. Software projects and products continue to grow in size and complexity. In-depth analysis of these large systems and their evolution is needed to better understand the …
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Linking genetic regulation and the metabolic state
… metabolome analysis of yeast, coupled to data-mining software that achieve comparable throughput, effort, and cost compared with DNA arrays. Our sample workup method enables simultaneous metabolite measurements with coverage throughout central carbon metabolism and amino acid biosynthesis, …
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Text and data mining of semiconductor material information from scientific literature
… and application of such text and data mining software toolkits for semiconductor band gap information, using natural language processing techniques, machine-learning algorithms, and language models. Chapter 1 gives a description of data-driven material discovery, an overview of chemical …
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Automatic creation of novel databases with data-extraction tools for the advancement of third-generation solar cells.
This thesis addresses the use of literature-mining software tools to automatically create databases, to accelerate progress in third-generation photovoltaic devices. New discoveries in this area are typically published in research articles, where the data are contained in figures, tables and text. …
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Automatic data interpretation from scientific literatures in the portable document format with information-extraction tools for the advancement of materials discovery
… the development of scientific literature mining software tools to automatically extract metadata, text, images, and chemistry information from scientific literatures that are in PDF (portable document format), a widely used format in academic and scientific communities, to accelerate the …
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Interactive prediction software for underlying multi-seam design
An extensive review of multi-seam under-mining literature was conducted and a data base of case studies was compiled. A critical review of the design principles outlined in this literature resulted in the compilation of specific design criteria for the design of lower seam mines. Analysis of this …
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Observational Studies of Software Engineering Using Data from Software Repositories
Data for empirical studies of software engineering can be difficult to obtain. Extrapolations from small controlled experiments to large development environments are tenuous and observation tends to change the behavior of the subjects. In this thesis we propose the use of data gathered from …
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Mining development knowledge to understand and support software logging practices
… source code to trace the runtime behaviors of software systems. Logging statements print runtime log messages, which play a critical role in monitoring system status, diagnosing field failures, and bookkeeping user activities. However, developers typically insert logging statements in an ad hoc …
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Tecniche di data mining per stimare l'effort nei progetti software
… impiegato per lo sviluppo di un progetto software. Stimare l'effort impiegato in un processo di sviluppo è una delle principali sfide tra le attività dell'ingegneria del software. Il suo scopo è quello di prevenire intoppi e ritardi nella creazione del software durante il processo di …
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Understanding and predicting method-level source code changes using commit history data
Software development and software maintenance require a large amount of source code changes to be made to a software repositories. Any change to a repository can introduce new resource needs which will cost more time and money to the repository owners. Therefore it is useful to predict future code …