86 search results - page 1 / 18 » WEBSOM - Self-organizing maps of document collections |
IJAIT
2002
13 years 4 months ago
2002
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...
ACL
2008
13 years 5 months ago
2008
This paper presents a MapReduce algorithm for computing pairwise document similarity in large document collections. MapReduce is an attractive framework because it allows us to de...
IJON
2006
13 years 4 months ago
2006
In text management tasks, the dimensionality reduction becomes necessary to computation and interpretability of the results generated by machine learning algorithms. This paper de...
HICSS
2002
IEEE
13 years 9 months ago
2002
IEEE
We present a novel system and methodology for browsing and exploring topics and concepts within a document collection. The process begins with the generation of multiple taxonomie...
IDA
2000
Springer
13 years 4 months ago
2000
Springer
