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189
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AI
1998
Springer
15 years 11 months ago
Temporally Invariant Junction Tree for Inference in Dynamic Bayesian Network
Abstract. Dynamic Bayesian networks (DBNs) extend Bayesian networks from static domains to dynamic domains. The only known generic method for exact inference in DBNs is based on dy...
Yang Xiang
200
Voted
WCNC
2010
IEEE
15 years 11 months ago
Experiences and Lessons from Implementing a Wireless Sensor Network MAC Protocol in the Castalia Simulator
—We describe our experience from the implementation of the T-MAC protocol for wireless sensor networks in the open-source Castalia simulator. Notwithstanding the popularity of th...
Yuri Tselishchev, Athanassios Boulis, Lavy Libman
CONEXT
2008
ACM
15 years 8 months ago
Packet doppler: network monitoring using packet shift detection
Due to recent large-scale deployments of delay and losssensitive applications, there are increasingly stringent demands on the monitoring of service level agreement metrics. Altho...
Tongqing Qiu, Jian Ni, Hao Wang, Nan Hua, Yang Ric...
EDM
2010
152views Data Mining» more  EDM 2010»
15 years 8 months ago
Peer Production of Online Learning Resources: A Social Network Analysis
This paper describes methods for collecting user activity data in a peer production educational system, the Instructional Architect (IA), and then takes a social network perspectiv...
Beijie Xu, Mimi Recker
170
Voted
ESANN
2001
15 years 8 months ago
Transfer functions: hidden possibilities for better neural networks
Abstract. Sigmoidal or radial transfer functions do not guarantee the best generalization nor fast learning of neural networks. Families of parameterized transfer functions provide...
Wlodzislaw Duch, Norbert Jankowski