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(201405)A large percentage of computing capacity in todays large highperformance computing systems is wasted due to failures and recoveries. The fear in our community is that future Exascale systems will fail so frequently that ...
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(1998)The definition of the BaumConnes map is extended to the case of any smooth groupoid. Then we prove that the BaumConnes map is invariant under the groupoid equivalence.
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(20140530)Handheld radioisotope identifiers (RIIDs) are widely used in the United States for nuclear security, but these detectors generally have poor performance in isotope identification. While much research is being conducted ...
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(1987)Econometric and time series forecasting models for monthly prices of slaughter steers 11001300 pounds are evaluated using mean squared error and turning point criteria. The economic model is a twoequation recursive system ...
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(2008)In this thesis, we present a Bayesian approach to the problem of beamforming without accurate knowledge about the directionofarrival. Under the Bayesian formulation, the proposed beamformer is constructed as a mixture ...
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([Urbana, Ill.] : College of Commerce and Business Administration, University of Illinois at UrbanaChampaign,, Aug 8 1978)
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Bayesian belief networks to integrate monitoring evidence of water distribution system contamination (20120206)A Bayesian belief network (BBN) methodology is proposed for combining evidence to better characterize contamination events and reduce false positive sensor detections in drinking water distribution systems. A BBN is ...
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(20120201)Bayesian inference provides a flexible way of combiningg data with prior information. However, quantile regression is not equipped with a parametric likelihood, and therefore, Bayesian inference for quantile regression ...
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(1995)Thurstonian ranking models represent the psychological ranking process by latent random variables that follow a multivariate normal distribution. To evaluate the ranking probabilities and estimate the parameters of the ...
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(2002)This thesis presents a progression from theory development to realdata application. Chapter 1 gives a literature review of other psychometric models for formative assessment, or cognitive diagnosis models, as an introduction ...
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(2001)Finally, kernel canonical correlation analysis (CCA) is developed to model nonlinear or highorder correlations between signals from two sources. Kernel CCA uses kernel principal component analysis (PCA), which elegantly ...
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(1993)We consider the problem of regressing a dichotomous response variable on a predictor variable. Our interest is in modelling the probability of occurrence of the response as a function of the predictor variable, and in ...
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(1976)
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(20110525)The latent class model (LCM) is a statistical method that introduces a set of latent categorical variables. The main advantage of LCM is that conditional on latent variables, the manifest variables are mutually independent ...
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([Urbana, Ill.] : College of Commerce and Business Administration, University of Illinois at UrbanaChampaign,, June 1988)
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(20140116)Accurately measuring individual differences underpins psychological research, educational and clinical decisionmaking, personnel selection, and managerial practices. Previous research has concluded that ideal point item ...
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(2002)The dissertation proposes the Bayesian optimization algorithm (BOA), which uses Bayesian networks to model the promising solutions found so far and sample new candidate solutions. BOA is theoretically and empirically shown ...
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