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SDM
2010
SIAM
158views Data Mining» more  SDM 2010»
15 years 1 months ago
On the Use of Combining Rules in Relational Probability Trees
A relational probability tree (RPT) is a type of decision tree that can be used for probabilistic classification of instances with a relational structure. Each leaf of an RPT cont...
Daan Fierens
GFKL
2006
Springer
75views Data Mining» more  GFKL 2006»
15 years 3 months ago
Classification of Contradiction Patterns
Abstract. Solving conflicts between overlapping databases requires an understanding of the reasons that lead to the inconsistencies. Provided that conflicts do not occur randomly b...
Heiko Müller, Ulf Leser, Johann Christoph Fre...
ADMA
2006
Springer
131views Data Mining» more  ADMA 2006»
15 years 5 months ago
Distance Guided Classification with Gene Expression Programming
Gene Expression Programming (GEP) aims at discovering essential rules hidden in observed data and expressing them mathematically. GEP has been proved to be a powerful tool for cons...
Lei Duan, Changjie Tang, Tianqing Zhang, Dagang We...
KDD
2005
ACM
117views Data Mining» more  KDD 2005»
16 years 1 days ago
Rule extraction from linear support vector machines
We describe an algorithm for converting linear support vector machines and any other arbitrary hyperplane-based linear classifiers into a set of non-overlapping rules that, unlike...
Glenn Fung, Sathyakama Sandilya, R. Bharat Rao
PDCN
2007
15 years 1 months ago
Modified collision packet classification using counting bloom filter in tuple space
Packet classification continues to be an important challenge in network processing. It requires matching each packet against a database of rules and forwarding the packet accordi...
Mahmood Ahmadi, Stephan Wong