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IJCNLP
2004
Springer
15 years 3 months ago
A Study of Semi-discrete Matrix Decomposition for LSI in Automated Text Categorization
Abstract. This paper proposes the use of Latent Semantic Indexing (LSI) techniques, decomposed with semi-discrete matrix decomposition (SDD) method, for text categorization. The SD...
Qiang Wang, Xiaolong Wang, Guan Yi
CASCON
2007
104views Education» more  CASCON 2007»
14 years 11 months ago
Identifying fault-prone files using static analysis alerts through singular value decomposition
Static analysis tools tend to generate more alerts than a development team can reasonably examine without some form of guidance. In this paper, we propose a technique for leveragi...
Mark Sherriff, Sarah Smith Heckman, Mike Lake, Lau...
CORR
2006
Springer
164views Education» more  CORR 2006»
14 years 9 months ago
Approximation Algorithms for Restricted Cycle Covers Based on Cycle Decompositions
A cycle cover of a graph is a set of cycles such that every vertex is part of exactly one cycle. An L-cycle cover is a cycle cover in which the length of every cycle is in the set ...
Bodo Manthey
ICPR
2008
IEEE
15 years 11 months ago
Multi-view face recognition by nonlinear tensor decomposition
We discuss a new multi-view face recognition method that extends a recently proposed nonlinear tensor decomposition technique. We use this technique to provide a generative face m...
Chunna Tian, Guoliang Fan, Xinbo Gao
77
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ICCAD
2007
IEEE
100views Hardware» more  ICCAD 2007»
15 years 4 months ago
Parallel domain decomposition for simulation of large-scale power grids
This paper presents fully parallel domain decomposition (DD) techniques for efficient simulation of large-scale linear circuits such as power grids. DD techniques that use non-ov...
Kai Sun, Quming Zhou, Kartik Mohanram, Danny C. So...