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 8 of 8 for “"dynamic ensemble"”.
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Optimal Control and Synchronization of Dynamic Ensemble Systems
<p>Ensemble control involves the manipulation of an uncountably infinite collection of structurally identical or similar dynamical systems, which are indexed by a parameter set, by applying a common control without using feedback. This subject is motivated by compelling problems in quantum control, …
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Dynamic ensemble of classifiers and security relevant methods of android’s API : an empirical study
… However, there is a gap in the literature where Dynamic Ensemble algorithms are not evaluated. Dynamic En- semble techniques are state of the art on Multiple Classifiers Systems, which do not explicitly address the problem of a dataset of binary features. Thus, this work tackles the gap related …
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Improving ensembles and prediction intervals for machine learning on data streams
… This thesis proposes adaptive and dynamic methods to address key issues, including concept drift, uncertainty quantification, and ensemble optimization, in evolving data streams. The Self-Optimising K Nearest Leaves (SOKNL) regression algorithm integrates k-Nearest Neighbors (kNN) …
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Intrinsically Disordered Proteins within the Genome
… a well-defined structure but existing as a dynamic ensemble of rapidly interchanging states. While folded proteins with well-defined structures are amenable to be characterized through standard methods of protein structure determination, the `plasticity’ of the disordered proteins challenges …
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Targeting Alternative Conformational States of the HIV-1 Rev Response Element Stem IIB using Small Molecules
… within cells requires an understanding of their dynamic behavior to enable the targeting of RNA in drug discovery as therapeutics. The HIV-1 Rev response element (RRE) RNA which is a known drug target mediates the export of incompletely-spliced viral RNA to express viral proteins required for …
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Framing in Argument Analysis & Generation. Detecting and generating perspectives
… arguments in a supervised manner and employ an ensemble approach combining three different modules. To set up framed text generation, we enhance LLMs by a novel frame-tailored regularization technique while fine-tuning and applying framed deciding and output reranking at inference, guiding the …
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Hydrological processes in volcanic ash soils : measuring, modelling and understanding runoff generation in an undisturbed catchment
Streamflow dynamics in mountainous environments are controlled by runoff generation processes in the basin upstream. Runoff generation processes are thus a major control of the terrestrial part of the water cycle, influencing both, water quality and water quantity as well as their dynamics. The …
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Ensembles of Quantifiers
… en la distribución y las propiedades de los ensembles, como es la diversidad, que ayuda a obtener mejores meta-modelos. La diversidad se puede introducir generando una muestra de entrenamiento distinta para cada modelo. Este punto conecta la cuantificación con los ensembles. Siguiendo esa …