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FSKD
2008
Springer
120views Fuzzy Logic» more  FSKD 2008»
14 years 11 months ago
An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis
This paper presents a scheme for unsupervised classification with Gaussian mixture models by means of statistical learning analysis. A Bayesian Ying-Yang harmony learning system a...
Rui Nian, Guangrong Ji, Michel Verleysen
CMPB
2010
109views more  CMPB 2010»
14 years 10 months ago
Cell Accelerated Cryoablation Simulation
Abstract. Tracking growth of lethal ice is critical to success of percutaneous ablations using supercooled probes introduced into cancerous lesions. Physicians lack planning tools ...
Daniel J. Blezek, David G. Carlson, Lionel T. Chen...
TSP
2008
113views more  TSP 2008»
14 years 9 months ago
Hybrid Filter Banks With Fractional Delays: Minimax Design and Application to Multichannel Sampling
This paper is motivated by multichannel sampling applications. We consider a hybrid filter banks consisting of a set of fractional delays operators, slow A/D converters with differ...
Ha Thai Nguyen, Minh N. Do
TNN
2010
216views Management» more  TNN 2010»
14 years 4 months ago
Simplifying mixture models through function approximation
Finite mixture model is a powerful tool in many statistical learning problems. In this paper, we propose a general, structure-preserving approach to reduce its model complexity, w...
Kai Zhang, James T. Kwok
ICCAD
2003
IEEE
136views Hardware» more  ICCAD 2003»
15 years 6 months ago
Synthesis of Heterogeneous Distributed Architectures for Memory-Intensive Applications
— Memory-intensive applications present unique challenges to an ASIC designer in terms of the choice of memory organization, memory size requirements, bandwidth and access latenc...
Chao Huang, Srivaths Ravi, Anand Raghunathan, Nira...