71 search results - page 2 / 15 » Text Categorization Based on Boosting Association Rules |
ECIR
2003
Springer
13 years 11 months ago
2003
Springer
Abstract. We focus on two recently proposed algorithms in the family of “boosting”-based learners for automated text classification, AdaBoost.MH and AdaBoost.MHKR . While the ...
SIGIR
2003
ACM
14 years 2 months ago
2003
ACM
Term-based representations of documents have found widespread use in information retrieval. However, one of the main shortcomings of such methods is that they largely disregard le...
KDD
1998
ACM
14 years 1 months ago
1998
ACM
We present an algorithm for mining association rules from relational tables containing numeric and categorical attributes. The approach is to merge adjacent intervals of numeric v...
ADMA
2007
Springer
14 years 3 months ago
2007
Springer
The current research on association rule based text classification neglected several key problems. First, weights of elements in profile vectors may have much impact on generating ...
VLDB
1998
ACM
14 years 1 months ago
1998
ACM
We consider the problem of finding association rules that make nearly optimal binary segmentations of huge categorical databases. The optimality of segmentation is defined by an o...