Sciweavers

1125 search results - page 27 / 225
» A flocking based algorithm for document clustering analysis
Sort
View
CSSE
2008
IEEE
14 years 4 months ago
An Efficient Algorithm for Skew-Correction of Document Image Based on Cyclostyle Matching
—The skew-correction of scanned document image is a necessary step undergone before some processing. For the purpose of practical, robust, real-time of the algorithm, this paper ...
Liang Junjuan, Tan Guoxin
DOCENG
2005
ACM
14 years 3 days ago
Generative semantic clustering in spatial hypertext
This paper presents an iterative method for generative semantic clustering of related information elements in spatial hypertext documents. The goal is to automatically organize th...
Andruid Kerne, Eunyee Koh, Vikram Sundaram, J. Mic...
CORR
2010
Springer
81views Education» more  CORR 2010»
13 years 5 months ago
Analysis of Agglomerative Clustering
The diameter k-clustering problem is the problem of partitioning a finite subset of Rd into k subsets called clusters such that the maximum diameter of the clusters is minimized. ...
Marcel R. Ackermann, Johannes Blömer, Daniel ...
WEBI
2007
Springer
14 years 4 months ago
Pairwise Constraints-Guided Non-negative Matrix Factorization for Document Clustering
Nonnegative Matrix Factorization (NMF) has been proven to be effective in text mining. However, since NMF is a well-known unsupervised components analysis technique, the existing ...
Yujiu Yang, Bao-Gang Hu
ICMCS
2006
IEEE
142views Multimedia» more  ICMCS 2006»
14 years 4 months ago
FEMA: A Fast Expectation Maximization Algorithm based on Grid and PCA
EM algorithm is an important unsupervised clustering algorithm, but the algorithm has several limitations. In this paper, we propose a fast EM algorithm (FEMA) to address the limi...
Zhiwen Yu, Hau-San Wong