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» Spectral Clustering for Chinese Word
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FSKD
2009
Springer
143views Fuzzy Logic» more  FSKD 2009»
13 years 2 months ago
Spectral Clustering for Chinese Word
Sense Induction is the process of identifying the word sense given its context, often treated as a clustering task. This paper explores the use of spectral cluster method which in...
Ying Liu, Wang Nan, Tie Zheng
ICMI
2000
Springer
186views Biometrics» more  ICMI 2000»
13 years 8 months ago
Off-Line Handwritten Chinese Character Recognition with Nonlinear Pre-classification
- In this paper, we describe a new Chinese character recognition system, in which neural networks are employed as a nonlinear pre-classifier to pre-classify similar Chinese charact...
Lixin Zhen, Ruiwei Dai
CVPR
2009
IEEE
14 years 12 months ago
Constrained Clustering via Spectral Regularization
We propose a novel framework for constrained spectral clustering with pairwise constraints which specify whether two objects belong to the same cluster or not. Unlike previous m...
Zhenguo Li (The Chinese University of Hong Kong), ...
KDD
2001
ACM
181views Data Mining» more  KDD 2001»
14 years 5 months ago
Co-clustering documents and words using bipartite spectral graph partitioning
Both document clustering and word clustering are well studied problems. Most existing algorithms cluster documents and words separately but not simultaneously. In this paper we pr...
Inderjit S. Dhillon
IJBC
2007
52views more  IJBC 2007»
13 years 4 months ago
Spectral Methods Cluster Words of the Same Class in a Syntactic Dependency Network
Ramon Ferrer i Cancho, Andrea Capocci, Guido Calda...