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ICML
2000
IEEE
14 years 9 months ago
Learning Bayesian Networks for Diverse and Varying numbers of Evidence Sets
We introduce an expandable Bayesian network (EBN) to handle the combination of diverse multiple homogeneous evidence sets. An EBN is an augmented Bayesian network which instantiat...
Zu Whan Kim, Ramakant Nevatia
LCN
2000
IEEE
14 years 16 days ago
Load-Balanced Routing and Scheduling for Real-Time Traffic in Packet-Switch Networks
Future computer networks are expected to carry bursty real-time traffic with stringent time-delay requirements. Popular shortest-path routing protocols have the disadvantage of ca...
Sangman Bak, Albert Mo Kim Cheng, Jorge Arturo Cob...
FLAIRS
2000
13 years 10 months ago
Zooming in on Trade-Offs in Qualitative Probabilistic Networks
Qualitative probabilistic networks have been designed for probabilistic reasoning in a qualitative way. As a consequence of their coarse level of representation detail, qualitativ...
Silja Renooij, Linda C. van der Gaag, Shaw Green, ...
NPL
2000
91views more  NPL 2000»
13 years 8 months ago
A Novel Self-Creating Neural Network for Learning Vector Quantization
This paper presents a novel self-creating neural network scheme which employs two resource counters to record network learning activity. The proposed scheme not only achieves the b...
Jung-Hua Wang, Chung-Yun Peng
CORR
2000
Springer
85views Education» more  CORR 2000»
13 years 8 months ago
Conditional Plausibility Measures and Bayesian Networks
A general notion of algebraic conditional plausibility measures is de ned. Probability measures, ranking functions, possibility measures, and under the appropriate de nitions sets...
Joseph Y. Halpern