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JCST
2010
153views more  JCST 2010»
13 years 2 months ago
Model Failure and Context Switching Using Logic-Based Stochastic Models
Abstract We define a notion of context that represents invariant, stable-over-time behavior in an environment and we propose an algorithm for detecting context changes in a stream ...
Nikita A. Sakhanenko, George F. Luger
CNSR
2006
IEEE
107views Communications» more  CNSR 2006»
14 years 1 months ago
Modeling User Behaviors from FTP Server Logs
In this paper, a modeling toolkit is proposed for modeling user behavior from FTP server log files. This toolkit can develop analytical models from the data at hand with minimum a...
Yeming Hu, A. Nur Zincir-Heywood
WISA
2004
Springer
14 years 26 days ago
A Probabilistic Method for Detecting Anomalous Program Behavior
In this paper, we, as well as Eskin, Lee, Stolfo [7] propose a method of prediction model. In their method, the program was characterized with both the order and the kind of system...
Kohei Tatara, Toshihiro Tabata, Kouichi Sakurai
COLING
2002
13 years 7 months ago
Probabilistic Models of Verb-Argument Structure
We evaluate probabilistic models of verb argument structure trained on a corpus of verbs and their syntactic arguments. Models designed to represent patterns of verb alternation b...
Daniel Gildea
ICMCS
2005
IEEE
87views Multimedia» more  ICMCS 2005»
14 years 1 months ago
A Probabilistic Description of Man-Machine Spoken Communication
Speech enabled interfaces and spoken dialog systems are mostly based on statistical speech and language processing modules. Their behavior is therefore not deterministic and hardl...
Olivier Pietquin