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ICML
2007
IEEE
14 years 7 months ago
Linear and nonlinear generative probabilistic class models for shape contours
We introduce a robust probabilistic approach to modeling shape contours based on a lowdimensional, nonlinear latent variable model. In contrast to existing techniques that use obj...
Graham McNeill, Sethu Vijayakumar
KDD
2002
ACM
171views Data Mining» more  KDD 2002»
14 years 7 months ago
Mining complex models from arbitrarily large databases in constant time
In this paper we propose a scaling-up method that is applicable to essentially any induction algorithm based on discrete search. The result of applying the method to an algorithm ...
Geoff Hulten, Pedro Domingos
DATE
2005
IEEE
131views Hardware» more  DATE 2005»
14 years 19 days ago
Unified Modeling of Complex Real-Time Control Systems
Complex real-time control system is a software dense and algorithms dense system, which needs modern software engineering techniques to design. UML is an object-oriented industria...
He Hai, Zhong Yi-fang, Cai Chi-lan
IJCNN
2006
IEEE
14 years 1 months ago
Complex Systems Modeling Using Scale-Free Highly-Clustered Echo State Network
— Inspired by the universal laws governing different kinds of complex networks, we propose a scale-free highlyclustered echo state network (SHESN). Different from echo state netw...
Zhidong Deng, Yi Zhang
VLSID
1999
IEEE
139views VLSI» more  VLSID 1999»
13 years 11 months ago
Processor Modeling for Hardware Software Codesign
In hardware - software codesign paradigm often a performance estimation of the system is needed for hardware - software partitioning. The tremendous growth of application specific...
V. Rajesh, Rajat Moona