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AAAI
2008
15 years 7 months ago
Latent Tree Models and Approximate Inference in Bayesian Networks
We propose a novel method for approximate inference in Bayesian networks (BNs). The idea is to sample data from a BN, learn a latent tree model (LTM) from the data offline, and wh...
Yi Wang, Nevin Lianwen Zhang, Tao Chen
ASPDAC
2005
ACM
131views Hardware» more  ASPDAC 2005»
15 years 7 months ago
Analysis of buffered hybrid structured clock networks
- This paper presents a novel approach for fast transient analysis of buffered hybrid structured clock networks. The new method applies structure reduction and relaxed hierarchical...
Yi Zou, Qiang Zhou, Yici Cai, Xianlong Hong, Sheld...
CSREAESA
2004
15 years 6 months ago
Analytical Analysis of Data and Decision Fusion in Sensor Networks
- MEMS technology has improved such that the capabilities of large sensor devices can now be encompassed in devices that are the size of a penny. These resource constraint devices ...
Zille Huma Kamal, Mohammad Ali Salahuddin, Ajay K....
ICONIP
2004
15 years 6 months ago
Modeling Gene Regulatory Network in Fission Yeast Cell Cycle Using Hybrid Petri Nets
The complexity of gene regulatory network models stems from the fact that the models should be able to represent continuous, discrete as well as stochastic aspects of gene regulati...
Ranjith Vasireddy, Somenath Biswas
VISSYM
2004
15 years 6 months ago
Visual Triangulation of Network-Based Phylogenetic Trees
Phylogenetic trees are built by examining differences in the biological traits of a set of species. An example of such a trait is a biological network such as a metabolic pathway,...
Ulrik Brandes, Tim Dwyer, Falk Schreiber