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» On the Hardness of the Noncommutative Determinant
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CVPR
2007
IEEE
14 years 10 months ago
Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition
Dimensionality reduction is an important issue when facing high-dimensional data. For supervised dimensionality reduction, Linear Discriminant Analysis (LDA) is one of the most po...
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshu...
SISAP
2008
IEEE
175views Data Mining» more  SISAP 2008»
14 years 2 months ago
Anytime K-Nearest Neighbor Search for Database Applications
Many contemporary database applications require similarity-based retrieval of complex objects where the only usable knowledge of its domain is determined by a metric distance func...
Weijia Xu, Daniel P. Miranker, Rui Mao, Smriti R. ...
COMPSAC
2003
IEEE
14 years 1 months ago
Sensitivity Analysis of Software Reliability for Component-Based Software Applications
The parameters in these software reliability models are usually directly obtained from the field failure data. Due to the dynamic properties of the system and the insufficiency of...
Jung-Hua Lo, Chin-Yu Huang, Sy-Yen Kuo, Michael R....
KCAP
2003
ACM
14 years 1 months ago
Using transformations to improve semantic matching
Many AI tasks require determining whether two knowledge representations encode the same knowledge. Solving this matching problem is hard because representations may encode the sam...
Peter Z. Yeh, Bruce W. Porter, Ken Barker
ICSE
2001
IEEE-ACM
14 years 11 days ago
A Framework for Multi-Valued Reasoning over Inconsistent Viewpoints
In requirements elicitation, different stakeholders often hold different views of how a proposed system should behave, resulting in inconsistencies between their descriptions. Con...
Steve M. Easterbrook, Marsha Chechik