Advanced search

Found 3 essays matching the above criteria.

1. 1. Predictive Analysis of Heating Systems for Fault Detection

   University essay from Blekinge Tekniska Högskola

   Author : Syam Kumar Vemana; Sai Keerthi Applili; [2021]
   Keywords : Machine Learning; Supervised Learning; Regression analysis; Fault detection; Predictive analysis;

   Abstract : Background : The heat load has an emergent role in the energy consumption of the heating system in buildings. The industry experts also have been constantly focusing on the heat load optimization techniques and in the recent years, numerous Machine Learning (ML) techniques have come into picture to resolve various tasks. READ MORE

3. 2. Multivariate Risk: From Univariate to High-Dimensional Graphical Models

   University essay from Lunds universitet/Statistiska institutionen

   Author : Erik Oldehed; [2020]
   Keywords : Block Maxima; Mean Excess Plot; Tail Risk; Cross-Validation Threshold Selection; Graphical Lasso; Nonparanormal Distribution.; Mathematics and Statistics;

   Abstract : We present a comparison of different univariate and multivariate extreme value risk models. Our focus is on exploring how these can be used to model financial risk. We use simulated as well as real data and compare deterministic and cross-validation threshold selection methods for the GP model to a GEV model. READ MORE

4. 3. Accuracy of quantitative trait nucleotide (QTN) prediction by surrounding SNPs

   University essay from SLU/Dept. of Animal Breeding and Genetics

   Author : Marzieh Heidaritabar; [2011]
   Keywords : genomic selection; quantitative trait nucleotides; quantitative trait loci; single nucleotide polymorphisms;

   Abstract : Information from thousands of markers distributed across the genome can be used for a new selection method in animal breeding and genetics. This method which is called genomic selection estimated the genomic breeding value based on the estimation of marker effects covering the whole genome. READ MORE