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ECML
2000
Springer
13 years 11 months ago
A Multiple Model Cost-Sensitive Approach for Intrusion Detection
Wei Fan, Wenke Lee, Salvatore J. Stolfo, Matthew M...
ECML
2000
Springer
13 years 11 months ago
Layered Learning
We examine how a network of many knowledge layers can be constructed in an on-line manner, such that the learned units represent building blocks of knowledge that serve to compres...
Peter Stone, Manuela M. Veloso
ECML
2000
Springer
13 years 11 months ago
Learning Context-Free Grammars with a Simplicity Bias
We examine the role of simplicity in directing the induction of context-free grammars from sample sentences. We present a rational reconstruction of Wol 's SNPR { the Gridssys...
Pat Langley, Sean Stromsten
ECML
2000
Springer
13 years 11 months ago
Metric-Based Inductive Learning Using Semantic Height Functions
In the present paper we propose a consistent way to integrate syntactical least general generalizations (lgg's) with semantic evaluation of the hypotheses. For this purpose we...
Zdravko Markov, Ivo Marinchev