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» Classifying Problems into Complexity Classes
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122
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EMMCVPR
2007
Springer
15 years 6 months ago
Shape Classification Based on Skeleton Path Similarity
Most of the traditional methods for shape classification are based on contour. They often encounter difficulties when dealing with classes that have large nonlinear variability, es...
Xingwei Yang, Xiang Bai, Deguang Yu, Longin Jan La...
89
Voted
VL
2006
IEEE
100views Visual Languages» more  VL 2006»
15 years 6 months ago
Mica: A Web-Search Tool for Finding API Components and Examples
Because software libraries are numerous and large, learning how to use them is a common and problematic task for experienced programmers and novices alike. Internet search engines...
Jeffrey Stylos, Brad A. Myers
103
Voted
AUSAI
2005
Springer
15 years 6 months ago
Resampling LDA/QR and PCA+LDA for Face Recognition
Abstract. Principal Component Analysis (PCA) plus Linear Discriminant Analysis (LDA) (PCA+LDA) and LDA/QR are both two-stage methods that deal with the small sample size (SSS) prob...
Jun Liu, Songcan Chen
ICDT
1990
ACM
110views Database» more  ICDT 1990»
15 years 4 months ago
Beginnings of a Theory of General Database Completions
Ordinary logical implication is not enough for answering queries in a logic database, since especially negative information is only implicitly represented in the database state. M...
Stefan Brass
104
Voted
AUSAI
2009
Springer
15 years 4 months ago
Ensemble Approach for the Classification of Imbalanced Data
Ensembles are often capable of greater prediction accuracy than any of their individual members. As a consequence of the diversity between individual base-learners, an ensemble wil...
Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay N...