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CORR
2006
Springer
127views Education» more  CORR 2006»
14 years 9 months ago
Semi-Supervised Learning -- A Statistical Physics Approach
We present a novel approach to semisupervised learning which is based on statistical physics. Most of the former work in the field of semi-supervised learning classifies the point...
Gad Getz, Noam Shental, Eytan Domany
DKE
2007
75views more  DKE 2007»
14 years 9 months ago
Weaving temporal and reliability aspects into a schema tapestry
In aspect-oriented programming (AOP) a cross-cutting concern is implemented in an aspect. An aspect weaver blends code from the aspect into a program’s code at programmer-specifi...
Curtis E. Dyreson, Richard T. Snodgrass, Faiz Curr...
PKDD
2005
Springer
130views Data Mining» more  PKDD 2005»
15 years 3 months ago
Unsupervised Discretization Using Tree-Based Density Estimation
This paper presents an unsupervised discretization method that performs density estimation for univariate data. The subintervals that the discretization produces can be used as the...
Gabi Schmidberger, Eibe Frank
SPIESR
2004
110views Database» more  SPIESR 2004»
14 years 11 months ago
Perceptual analysis for music segmentation
In this paper, a music segmentation framework is proposed to segment music streams based on human perception. In the proposed framework, three perceptual features corresponding to...
Min-Hong Jian, Chia-Han Lin, Arbee L. P. Chen
MM
2004
ACM
99views Multimedia» more  MM 2004»
15 years 3 months ago
Locality preserving clustering for image database
It is important and challenging to make the growing image repositories easy to search and browse. Image clustering is a technique that helps in several ways, including image data ...
Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xuey...