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TOIS
2010
128views more  TOIS 2010»
14 years 8 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
15 years 4 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»
14 years 10 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 ...