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UAI
2008
15 years 8 months ago
Refractor Importance Sampling
In this paper we introduce Refractor Importance Sampling (RIS), an improvement to reduce error variance in Bayesian network importance sampling propagation under evidential reason...
Haohai Yu, Robert van Engelen
DMIN
2006
133views Data Mining» more  DMIN 2006»
15 years 8 months ago
A Fuzzy Neural Based Data Classification System
Data mining has emerged to be a very important research area that helps organizations make good use of the tremendous amount of data they have. In data classification tasks, fuzzy ...
Luong Trung Tuan, Suet Peng Yong
FLAIRS
2003
15 years 8 months ago
An Extension of the Differential Approach for Bayesian Network Inference to Dynamic Bayesian Networks
We extend the differential approach to inference in Bayesian networks (BNs) (Darwiche, 2000) to handle specific problems that arise in the context of dynamic Bayesian networks (D...
Boris Brandherm
VMV
2004
154views Visualization» more  VMV 2004»
15 years 8 months ago
Extracting Animated Meshes with Adaptive Motion Estimation
We present an approach for extracting coherently sampled animated meshes from input sequences of incoherently sampled meshes representing a continuously evolving shape. Our approa...
Nizam Anuar, Igor Guskov
WORM
2004
15 years 8 months ago
A hybrid quarantine defense
We study the strengths, weaknesses, and potential synergies of two complementary worm quarantine defense strategies under various worm attack profiles. We observe their abilities ...
Phillip A. Porras, Linda Briesemeister, Keith Skin...