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NIPS
2004
15 years 5 months ago
Neighbourhood Components Analysis
In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinto...
MVA
2000
191views Computer Vision» more  MVA 2000»
15 years 5 months ago
Development of Visual Inspection System Based on Vector Analysis Technique
The present paper proposes a new concept of image processing method based on vector representation for visual inspection test. The method was applied to detect defects and extract...
Masatake Sakuma, Katsumi Kubo, Shigeru Kanemoto, T...
CORR
2007
Springer
107views Education» more  CORR 2007»
15 years 4 months ago
Kinematic Analysis of a New Parallel Machine Tool: the Orthoglide
: This paper describes a new parallel kinematic architecture for machining applications: the orthoglide. This machine features three fixed parallel linear joints which are mounted ...
Philippe Wenger, Damien Chablat
JMLR
2010
155views more  JMLR 2010»
14 years 11 months ago
Structured Sparse Principal Component Analysis
We present an extension of sparse PCA, or sparse dictionary learning, where the sparsity patterns of all dictionary elements are structured and constrained to belong to a prespeci...
Rodolphe Jenatton, Guillaume Obozinski, Francis Ba...
CAV
2012
Springer
231views Hardware» more  CAV 2012»
13 years 6 months ago
Incremental, Inductive CTL Model Checking
A SAT-based incremental, inductive algorithm for model checking CTL properties is proposed. As in classic CTL model checking, the parse graph of the property shapes the analysis. H...
Zyad Hassan, Aaron R. Bradley, Fabio Somenzi