PKDD
2004
Springer
14 years 7 months ago
2004
Springer
Attribute noise can affect classification learning. Previous work in handling attribute noise has focused on those predictable attributes that can be predicted by the class and o...
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
Spam filtering is a text categorization task that has attracted significant attention due to the increasingly huge amounts of junk email on the Internet. While current best-pract...
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
Abstract In this paper we propose a novel parallel algorithm for frequent itemset mining. The algorithm is based on the filter-stream programming model, in which the frequent item...
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
Ideally, a multi-strategy learning algorithm performs better than its component approaches. RISE is a multi-strategy algorithm that combines rule induction and instance-based learn...
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
We present SEWeP, a Web Personalization prototype system that integrates usage data with content semantics, expressed in taxonomy terms, in order to produce a broader yet semantica...
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
The problem of discovering frequent subgraphs of graph data can be solved by constructing a candidate set of subgraphs first, and then, identifying within this candidate set those...
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
PKDD
2004
Springer
14 years 7 months ago
2004
Springer
