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» Semantic Analysis of Matrix Structures
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134
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LWA
2004
15 years 4 months ago
Dirichlet Enhanced Latent Semantic Analysis
This paper describes nonparametric Bayesian treatments for analyzing records containing occurrences of items. The introduced model retains the strength of previous approaches that...
Kai Yu, Shipeng Yu, Volker Tresp
130
Voted
PRL
2008
131views more  PRL 2008»
15 years 2 months ago
Progressive structural analysis for dynamic recognition of on-line handwritten mathematical expressions
Structural analysis in handwritten mathematical expressions focuses on interpreting the recognized symbols using geometrical information such as relative sizes and positions of th...
Ba-Quy Vuong, Siu Cheung Hui, Yulan He
150
Voted
SCIA
2009
Springer
305views Image Analysis» more  SCIA 2009»
15 years 9 months ago
A Convex Approach to Low Rank Matrix Approximation with Missing Data
Many computer vision problems can be formulated as low rank bilinear minimization problems. One reason for the success of these problems is that they can be efficiently solved usin...
Carl Olsson, Magnus Oskarsson
130
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DIS
2010
Springer
15 years 1 months ago
Discovery of Conservation Laws via Matrix Search
Abstract. One of the main goals of Discovery Science is the development and analysis of methods for automatic knowledge discovery in the natural sciences. A central area of natural...
Oliver Schulte, Mark S. Drew
KDD
2005
ACM
165views Data Mining» more  KDD 2005»
16 years 3 months ago
Co-clustering by block value decomposition
Dyadic data matrices, such as co-occurrence matrix, rating matrix, and proximity matrix, arise frequently in various important applications. A fundamental problem in dyadic data a...
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu