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NAACL
2007
15 years 8 months ago
Virtual Evidence for Training Speech Recognizers Using Partially Labeled Data
Collecting supervised training data for automatic speech recognition (ASR) systems is both time consuming and expensive. In this paper we use the notion of virtual evidence in a g...
Amarnag Subramanya, Jeff A. Bilmes
164
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AAAI
2006
15 years 8 months ago
Fast Hierarchical Goal Schema Recognition
We present our work on using statistical, corpus-based machine learning techniques to simultaneously recognize an agent's current goal schemas at various levels of a hierarch...
Nate Blaylock, James F. Allen
IADIS
2004
15 years 8 months ago
Hacker Activity on the Irish Honeynet
The Irish HoneyNet Project is an all volunteer, non-profit organisation committed to sharing and learning the motives, tools, and tactics of the blackhat community comprised of a ...
Kevin Curran, Colman Morrissey, Colm Fagan, Colm M...
FLAIRS
2003
15 years 8 months ago
Algorithms for Large Scale Markov Blanket Discovery
This paper presents a number of new algorithms for discovering the Markov Blanket of a target variable T from training data. The Markov Blanket can be used for variable selection ...
Ioannis Tsamardinos, Constantin F. Aliferis, Alexa...
NIPS
2001
15 years 8 months ago
Kernel Machines and Boolean Functions
We give results about the learnability and required complexity of logical formulae to solve classification problems. These results are obtained by linking propositional logic with...
Adam Kowalczyk, Alex J. Smola, Robert C. Williamso...