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.
Results
Showing 1 to 11 of 11 for “"Reproducible Research"”.
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A reproducible approach to equity backtesting
Research findings relating to anomalous equity returns should ideally be repeatable by others. Usually, only a small subset of the decisions made in a particular backtest workflow are released, which limits reproducability. Data collection and cleaning, parameter setting, algorithm development and …
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Monkey: Platform-Agnostic Hybrid-Cloud Cluster Compute Orchestration Designed for AI/ML
As AI/ML research progresses, the amount of compute needed to train and evaluate state-of-the-art AI algorithms consistently increases. With increasing needs for compute, researchers spend time designing distributed systems to scalably train and hyper-parameter optimize their latest model rather …
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Trust, but verify: An investigation of methods of verification and dissemination of computational research artifacts for transparency and reproducibility
In this study, I investigate how research communities are addressing concerns about the quality and rigor of computational research. I focus specifically on initiatives to expand the peer review and publication process to include new requirements for the assessment and dissemination of …
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Data preservation and reproducibility at the LHCb experiment at CERN
… the first study of data preservation and research reproducibility in data science at the Large Hadron Collider at CERN. In particular, provenance capture of the experimental data and the reproducibility of physics analyses at the LHCb experiment were studied. First, the preservation of the …
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Object Detection and Size Determination of Pineapple Fruit at a Juicing Factory
… and code is available in a GitHub repository for reproducible research.
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Learning Privacy-Preserving Transferable Video Representations
… to be publicly shared with the community for reproducible research. Existing work has attempted to alleviate these problems by blurring faces, downsampling videos, or training on synthetic data. On the other hand, analysis on the transferability of privacy-preserving pretrained models to …
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The building and application of a semantic platform for an e-research society
This thesis reviews the area of e-Research (the use of electronic infrastructure to support research) and considers how the insight gained from the development of social networking sites in the early 21st century might assist researchers in using this infrastructure. In particular it examines the …
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Building the 3D Genome from the Ground Up: Local Interactions Give Rise to Global Order
… Finally, I address a critical consideration for researchers in the chromatin organization field when analyzing Hi-C results. I compare two software tools — cooltools and dcHiC — highlighting the importance of careful parameter selection and analytical choices in designing workflows to ensure …
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CollAboRation - Opportunities of augmented reality for novel interaction paradigms and communication research
… in novel ways, and c) support accessible and reproducible research. First, perceptual processes that shape the foundation of AR-enabled communication research are introduced, followed by a variety of AR prototypes, their concepts, and technological requirements.<br /><br /> The central part of …
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Are Vision Large Language Models Road-Ready? Benchmarking and Adapting VLLMs for Safety-Critical Driving Video Understanding
… to support reproducible research and future progress in VLLM-based traffic safety understanding.
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Modelling water budget at a basin scale using JGrass-NewAge system
… to facilitate models maintainability and reproducible research. It integrates advanced GIS features and the Object Modelling System version 3 infrastructures, which allow for a component-based modelling experience. This means that JGrass-NewAGE is not actually a model, but a set of …