Application and Advancing of Technology for Data Reliability Improvement Presented in the Orange Book CCSDS 551.1-O-1 "Correlated Data Generation"

The problem of classification of the realisation of the stationary univariate Gaussian random field into one of two populations with different means and different factorised covariance matrices is considered. In such a case optimal classification rule in the sense of minimum probability of misclassification is associated with non-linear (quadratic) discriminant function. Unknown means and the covariance matrices of the feature vector components are estimated from spatially correlated training samples using the maximum likelihood approach and assuming spatial correlations to be known. Explicit formula of Bayes error rate and the first-order asymptotic expansion of the expected error rate associated with quadratic plug-in discriminant function are presented. A set of numerical calculations for the spherical spatial correlation function is performed and two different spatial sampling designs are compared.

Download Full-text

Reliability Improvement of Ground Fault Protection System Using an S-Type Horn Attachment Gap in AC Feeding System

IEEJ Transactions on Industry Applications ◽

10.1541/ieejias.129.949 ◽

2009 ◽

Vol 129 (10) ◽

pp. 949-956

Author(s):

Kohji Ajiki ◽

Hiroaki Morimoto ◽

Fumiyuki Shimokawa ◽

Shinya Sakai ◽

Kazuomi Sasaki ◽

...

Keyword(s):

Protection System ◽

Feeding System ◽

Reliability Improvement ◽

Ground Fault ◽

Fault Protection ◽

Ground Fault Protection

Download Full-text

Query Optimization: Fund Data Generation Applying NonClustered Indexing and MapReduced Data Cube Numerosity Reduction Method

International Journal of Advanced Trends in Computer Science and Engineering ◽

10.30534/ijatcse/2020/1991.12020 ◽

2020 ◽

Vol 9 (1.1 S I) ◽

pp. 102-109

Author(s):

Mercy Burawis

Keyword(s):

Query Optimization ◽

Reduction Method ◽

Data Cube ◽

Data Generation

Download Full-text

Preliminary test procedures and Bayesian procedures for pooling correlated data

10.31274/rtd-180813-884 ◽

1967 ◽

Author(s):

Donna Jean Brogan Ruhl

Keyword(s):

Preliminary Test ◽

Correlated Data ◽

Test Procedures ◽

Bayesian Procedures

Download Full-text

An Advanced Reliability Improvement and Failure Analysis Approach to Thermal Stress Issues in IC Packages

ISTFA 2009: Conference Proceedings from the 35th International Symposium for Testing and Failure Analysis ◽

10.31399/asm.cp.istfa2009p0001 ◽

2009 ◽

Author(s):

Michael Hertl ◽

Diane Weidmann ◽

Alex Ngai

Keyword(s):

Thermal Stress ◽

Failure Analysis ◽

Deformation Measurement ◽

Stress Conditions ◽

Analysis Approach ◽

New Approach ◽

Reliability Improvement

Abstract A new approach to reliability improvement and failure analysis on ICs is introduced, involving a specifically developed tool for Topography and Deformation Measurement (TDM) under thermal stress conditions. Applications are presented including delamination risk or bad solderability assessment on BGAs during JEDEC type reflow cycles.

Download Full-text