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UMUAI
1998
157views more  UMUAI 1998»
15 years 3 months ago
Bayesian Models for Keyhole Plan Recognition in an Adventure Game
We present an approach to keyhole plan recognition which uses a dynamic belief (Bayesian) network to represent features of the domain that are needed to identify users’ plans and...
David W. Albrecht, Ingrid Zukerman, Ann E. Nichols...
PADS
1999
ACM
15 years 8 months ago
Active Virtual Network Management Protocol
This paper introduces a novel algorithm, the Active Virtual Network Management Protocol AVNMP, for predictive network management. It explains how the Active Virtual Network Mana...
Stephen F. Bush
IDA
1999
Springer
15 years 8 months ago
Discovering Dynamics Using Bayesian Clustering
Abstract. This paper introduces a Bayesian method for clustering dynamic processes and applies it to the characterization of the dynamics of a military scenario. The method models ...
Paola Sebastiani, Marco Ramoni, Paul R. Cohen, Joh...
TR
2010
204views Hardware» more  TR 2010»
14 years 10 months ago
Anomaly Detection Through a Bayesian Support Vector Machine
This paper investigates the use of a one-class support vector machine algorithm to detect the onset of system anomalies, and trend output classification probabilities, as a way to ...
Vasilis A. Sotiris, Peter W. Tse, Michael Pecht
LCN
2005
IEEE
15 years 9 months ago
Network Management Challenges for Next Generation Networks
Generally, current network management technologies follow two approaches: ITU-T’s recommendations for Telecommunication Management Network (TMN) and IETF’s Simple Network Mana...
Mo Li, Kumbesan Sandrasegaran