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Št. zadetkov: 7
A Classifier Development Process for Mechanical Health Diagnostics on US Army Rotorcraft
Andrew W. Wilson
Video in druga učna gradiva
Oznake: computer science;data science
Due to various historical events, the Aviation Engineering Directorate (AED) of the United States Army has a unique, large data set describing the mechanical health of rotorcraft systems. This data set includes detailed information regarding non-critical failures and wear over a significant peri ...
Leto: 2016 Vir: videolectures.net
Copula Processes
Andrew Gordon Wilson
Video in druga učna gradiva
Oznake: computer science;machine learning;bayesian learning;markov processes;gaussian processes;monte carlo methods
We define a copula process which describes the dependencies between arbitrarily many random variables independently of their marginal distributions. As an example, we develop a stochastic volatility model, Gaussian Copula Process Volatility (GCPV), to predict the latent standard deviations of a sequ ...
Leto: 2010 Vir: videolectures.net
Highly Scaleable Lecture Capture using Open-Source
Andrew Wilson , Stuart Phillipson
Video in druga učna gradiva
Oznake: social sciences;education;society;public policy
Presenting two key open source technologies that have enabled this university to build a highly scalable lecture recording system.
Leto: 2014 Vir: videolectures.net
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP)
Andrew Gordon Wilson
Video in druga učna gradiva
Oznake: computer science;machine learning
We introduce a new structured kernel interpolation (SKI) framework, which generalises and unifies inducing point methods for scalable Gaussian processes (GPs). SKI methods produce kernel approximations for fast computations through kernel interpolation. The SKI framework clarifies how the quality of ...
Leto: 2015 Vir: videolectures.net
Bayesian Neural Nets
Andrew Gordon Wilson
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning;reinforcement learning;unsupervised learning
Leto: 2018 Vir: videolectures.net
Changes in exhaled volatile organic compounds following indirect bronchial challenge in suspected asthma
Adam Peel, Ran Wang, Waqar Ahmed, I. R. White, Maxim Wilkinson, Yoon K. Loke, Andrew M. Wilson, Stephen J Fowler
Izvirni znanstveni članek
Oznake: asthma;exhaled volatile organic compounds;pulmonology;breath metabolomics;
Background Inhaled mannitol provokes bronchoconstriction via mediators released during osmotic degranulation of inflammatory cells, and, hence represents a useful diagnostic test for asthma and model for acute attacks. We hypothesised that the mannitol challenge would trigger changes in exhaled vola ...
Leto: 2023 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
A genome-wide association analysis for body weight at 35 days measured on 137,343 broiler chickens
Christos Dadousis, A. Somavilla, Joanna J. Ilska, Martin Johnsson, Lorena G. Batista, Richard J. Mellanby, Denis Headon, Paolo Gottardo, Andrew Whalen, David Wilson, Ian C. Dunn, Gregor Gorjanc, Andreas Kranis, John M. Hickey
Izvirni znanstveni članek
Oznake: perutnina;kokoši;pitovni piščanci;telesna masa;genetika;genomika;
Background: Body weight (BW) is an economically important trait in the broiler (meat-type chickens) industry. Under the assumption of polygenicity, a “large” number of genes with “small” efects is expected to control BW. To detect such efects, a large sample size is required in genome-wide associati ...
Leto: 2021 Vir: Biotehniška fakulteta (UL BF)
Št. zadetkov: 7
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