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 20 of 38 for “"RBM"”.
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Mutual Information-based RBM Neural Networks
… the concatenated restricted Boltzmann machines (RBMs) and propose a mutual information-based RBM neural networks (MI-RBM). We develop a novel pretraining algorithm to maximize the mutual information between RBMs. Extensive experimental results on various classication tasks show the eectiveness of …
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Implementation of risk based monitoring into academic led clinical trials in Ireland
… is more commonly known as Risk Based Monitoring (RBM). However, evidence suggested that a gold standard validated approach to RBM did not exist and it was unclear how sponsors would introduce RBM into their clinical trials units (CTUs). In 2014, Ireland, unlike countries such as Switzerland and …
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Effect of Implant Surface Microtopography by Hydroxyapatite Grit-Blasting on Adhesion, Proliferation and Differentiation of Osteoblast-like Cell Line, MG-63
… of microtopographically modified surfaces, RBM (resorbable blasting media) surfaces that generate a hydroxyapatite grit-blasting. Methods: First, to produce microtopographically modified surfaces, we made the RBM surfaces using a hydroxyapatite grit-blasting and examined the surface …
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Development of a high-speed rotating bar mechanism
… on turbine blades. The rotating bar mechanism (RBM) consists of: a rotor with flexible cable “bars” attached to the rim of the disk, a disk housing, a bearing housing, a driving air turbine, and a turbine mounting housing. The RBM is mounted to the side of the wind tunnel so that only the bars …
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Research impact through Results-Based Management: practices, promises and pitfalls A cross-programme evaluation of Horizon Europe and the EEA and Norway Grants
… the application of Results-Based Management (RBM) in the context of macro-level results frameworks in international research funding programmes. It proposes a conceptual evaluation framework grounded in a literature review and theoretical adaptations of best practices from the development …
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Results -Based -Management: A Case Study on the Transfer of Management Knowledge to the Trees and Markets Program at the World Tree Centre (Ecoagri) Mali, Timbuktu
… was partially successful, complex transfers like RBM that are social change processes or transformations take lengthy periods of time to become widely adopted. They require sustained attention to many factors. Technology acceptance in the wider organization, which includes perceived profitability …
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Electron transport, acceleration and loss in Earth's outer radiation belt
… Antarctic Survey radiation belt model (BAS-RBM). A set of events involving rapid drops in electron flux across a range of energies at high $L$ shells near the magnetopause were analysed. The observations were compared to event-specific last closed drift shell models. The results indicate …
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Identifying Cancer Subtypes Using Unsupervised Deep Learning
… method using Restricted Boltzmann Machine (RBM), called R-PathCluster, for identifying unknown subtypes with pathway markers of gene expressions. In order to assess the performance of R-PathCluster, we conducted experiments with several clustering methods such as k-means, hierarchical …
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The execution of corporate social responsibility strategies for "community" benefit: A case study of the South African mining industry and host communities in King Cetshwayo District (KwaZulu-Natal)
… problems within the Richards Bay Minerals (RBM) vicinity are viewed by the DMMS communities as those that the company gives salience to without consideration of the communities' needs. Genuine CSR policies must be implemented and be updated according to needs of the surrounding communities, …
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An integrated risk assessment of patulin in apple juices throughout the food chain
… werd een risicobeoordelingsmodel (RBM) uitgewerkt dat de volledige keten beschrijft vanaf het plukken van de appels tot de opslag van het geproduceerde sap. Om de groei van P. expansum op te nemen in dit RBM werden groeimodellen ontwikkeld en gevalideerd voor de lagfase en de …
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Understanding how low energy electrons control the variability of the Earth's electron radiation belts
… Antarctic Survey Radiation Belt Model (BAS-RBM). This new low energy boundary condition from LEO data has a higher spatial and temporal resolution, and a broader L* coverage, than previous work. The impact of variations in the seed population on the 1 MeV flux level was explored using the …
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Raman spectroscopy of double walled carbon nanotubes with different metallic and semiconducting configurations
… that in an individual DWNT an increase in the RBM frequency of the inner tube is related to an increase in the RBM frequency of the outer tube due to a decrease in the wall to wall distance. Finally, we use 40 laser excitation energies to analyze the differences in the Raman spectra from …
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Electron acceleration and loss caused by wave-particle interactions in the Van Allen radiation belts
… described by the BAS Radiation Belt Model (BAS-RBM) which solves a 3D diffusion equation. The BAS-RBM requires accurate diffusion coefficients that describe the interaction between electrons and plasma waves. The most important plasma waves are chorus, plasmaspheric hiss, and EMIC waves. Here, …
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Deep neural network acoustic models for multi-dialect Arabic speech recognition
… recognition. Restricted Boltzmann Machines (RBMs) DNN models have not been explored for any Arabic corpora previously. This allows us to claim priority for adopting this RBM DNN model for the Levantine Arabic acoustic models. A post-processing enhancement was also applied to the DNN acoustic …
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Conditional Neural Networks for Speech and Language Processing
… datasets, for instance, the conditional RBM has been applied to detect the speech components, and a language model based gated RBM has been used to recognize speech related EEG patterns. The conditional RNN has been tested in both general natural language modeling and medical notes …
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An Intelligent Virtual Design Studio (vds) For Integrative Design Of Green Buildings
… was developed. A reference building model (RBM) was first defined with pre-selected building materials and heating, ventilation, and air conditioning (HVAC) systems for the intended climate and site conditions. The energy performance of this RBM was estimated by the whole building energy …
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An Intelligent Virtual Design Studio (VDS) for Integrative Design of Green Buildings
… was developed. A reference building model (RBM) was first defined with pre-selected building materials and heating, ventilation, and air conditioning (HVAC) systems for the intended climate and site conditions. The energy performance of this RBM was estimated by the whole building energy …
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Three-dimensional eolian bounding surface architecture of the Entrada sandstone, Utah: expanding our understanding of reservoir heterogeneity in wet eolian systems
… ~60 km south of Moab, Utah at Rone Bailey Mesa (RBM). Six facies are identified, primarily based on sedimentary fabrics, and grouped into four facies associations named dune, sabkha, sand sheet, and ash fall. Statistical analyses and automated mineralogy data suggest that gamma-ray logs could …
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Investigating Topological Quantum Matter: Machine Learning Topological Phases, Topological Quantum Codes, Interplay of Disorder and Topology via Transport Phenomena and Phase Transitions
… by training a restricted Boltzmann machine (RBM) on stochastic-reconfiguration Monte-Carlo data. A custom PyTorch code with translation projection, split real/imaginary learning rates, and polynomial pre-training reaches ground state energies within 0.09% of exact values and 99.8% overlap on …
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