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TOIS
2010
128views more  TOIS 2010»
10 years 12 months ago
Learning author-topic models from text corpora
We propose a new unsupervised learning technique for extracting information about authors and topics from large text collections. We model documents as if they were generated by a...
Michal Rosen-Zvi, Chaitanya Chemudugunta, Thomas L...
ACSAC
2008
IEEE
11 years 8 months ago
Execution Trace-Driven Automated Attack Signature Generation
In its most general form, an attack signature is a program that can correctly determine if an input network packet sequence can successfully attack a protected network application...
Susanta Nanda, Tzi-cker Chiueh
ML
2008
ACM
248views Machine Learning» more  ML 2008»
11 years 1 months ago
Feature selection via sensitivity analysis of SVM probabilistic outputs
Feature selection is an important aspect of solving data-mining and machine-learning problems. This paper proposes a feature-selection method for the Support Vector Machine (SVM) l...
Kai Quan Shen, Chong Jin Ong, Xiao Ping Li, Einar ...
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