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IJAIT
2002
122views more  IJAIT 2002»
15 years 4 months ago
Comparing Keyword Extraction Techniques for WEBSOM Text Archives
The WEBSOM methodology for building very large text archives has a very slow method for extracting meaningful unit labels. This is because the method computes for the relative fre...
Arnulfo P. Azcarraga, Teddy N. Yap Jr., Tat-Seng C...
KDD
2008
ACM
128views Data Mining» more  KDD 2008»
16 years 5 months ago
Scaling up text classification for large file systems
: We combine the speed and scalability of information retrieval with the generally superior classification accuracy offered by machine learning, yielding a two-phase text classifie...
George Forman, Shyamsundar Rajaram
KDD
2001
ACM
187views Data Mining» more  KDD 2001»
16 years 5 months ago
Random projection in dimensionality reduction: applications to image and text data
Random projections have recently emerged as a powerful method for dimensionality reduction. Theoretical results indicate that the method preserves distances quite nicely; however,...
Ella Bingham, Heikki Mannila
LREC
2008
102views Education» more  LREC 2008»
15 years 6 months ago
Unsupervised Learning-based Anomalous Arabic Text Detection
The growing dependence of modern society on the Web as a vital source of information and communication has become inevitable. However, the Web has become an ideal channel for vari...
Nasser Abouzakhar, Ben Allison, Louise Guthrie
124
Voted
IPM
2008
90views more  IPM 2008»
15 years 5 months ago
Interactive high-quality text classification
Automatic text classification (TC) is essential for information sharing and management. Its ideal goals are to achieve high-quality TC: (1) accepting almost all documents that sho...
Rey-Long Liu