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DATE
2008
IEEE
112views Hardware» more  DATE 2008»
15 years 11 months ago
Tool Support for Incremental Failure Mode and Effects Analysis of Component-Based Systems
Failure Mode and Effects Analysis (FMEA) is a wellknown technique widely used for safety assessment in the area of safety-critical systems. However, FMEA is traditionally done man...
Jonas Elmqvist, Simin Nadjm-Tehrani
ECML
2007
Springer
15 years 10 months ago
Principal Component Analysis for Large Scale Problems with Lots of Missing Values
Abstract. Principal component analysis (PCA) is a well-known classical data analysis technique. There are a number of algorithms for solving the problem, some scaling better than o...
Tapani Raiko, Alexander Ilin, Juha Karhunen
JMLR
2012
13 years 7 months ago
Sparse Higher-Order Principal Components Analysis
Traditional tensor decompositions such as the CANDECOMP / PARAFAC (CP) and Tucker decompositions yield higher-order principal components that have been used to understand tensor d...
Genevera Allen
DAS
2006
Springer
15 years 8 months ago
Bangla/English Script Identification Based on Analysis of Connected Component Profiles
Script identification is required for a multilingual OCR system. In this paper, we present a novel and efficient technique for Bangla/English script identification with application...
Lijun Zhou, Yue Lu, Chew Lim Tan
ICIP
2005
IEEE
16 years 6 months ago
Largest-eigenvalue-theory for incremental principal component analysis
In this paper, we present a novel algorithm for incremental principal component analysis. Based on the LargestEigenvalue-Theory, i.e. the eigenvector associated with the largest ei...
Shuicheng Yan, Xiaoou Tang