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» A Generalization of the Least General Generalization
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IVC
1998
51views more  IVC 1998»
15 years 6 months ago
Improving the generalized Hough transform through imperfect grouping
This paper analyses the improvements that can be gained in the generalized Hough transform method for recognizing objects through the use of imperfect perceptual grouping techniqu...
Clark F. Olson
JMLR
2002
75views more  JMLR 2002»
15 years 6 months ago
Stability and Generalization
We define notions of stability for learning algorithms and show how to use these notions to derive generalization error bounds based on the empirical error and the leave-one-out e...
Olivier Bousquet, André Elisseeff
SOCO
2002
Springer
15 years 6 months ago
Fuzzy relation equations (I): the general and specialized solving algorithms
In this article, we develop a new method and an algorithm to solve a system of fuzzy relation equations. We first introduce a solution-base-matrix and then give a tractable mathema...
Li Chen, Paul P. Wang
MIR
2010
ACM
179views Multimedia» more  MIR 2010»
15 years 5 months ago
Speculation on the generality of the backward stepwise view of PCA
A novel backwards viewpoint of Principal Component Analysis is proposed. In a wide variety of cases, that fall into the area of Object Oriented Data Analysis, this viewpoint is se...
J. S. Marron, Sungkyu Jung, Ian L. Dryden
NAACL
2010
15 years 4 months ago
Generalizing Syntactic Structures for Product Attribute Candidate Extraction
Noun phrases (NP) in a product review are always considered as the product attribute candidates in previous work. However, this method limits the recall of the product attribute e...
Yanyan Zhao, Bing Qin, Shen Hu, Ting Liu