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JMLR
2010
150views more  JMLR 2010»
13 years 3 months ago
Supervised Dimension Reduction Using Bayesian Mixture Modeling
We develop a Bayesian framework for supervised dimension reduction using a flexible nonparametric Bayesian mixture modeling approach. Our method retrieves the dimension reduction ...
Kai Mao, Feng Liang, Sayan Mukherjee
TELSYS
2002
99views more  TELSYS 2002»
13 years 8 months ago
Queue Lengths and Waiting Times for Multiserver Queues with Abandonment and Retrials
We consider a Markovian multiserver queueing model with time dependent parameters where waiting customers may abandon and subsequently retry. We provide simple fluid and diffusion ...
Avishai Mandelbaum, William A. Massey, Martin I. R...
JCNS
2002
71views more  JCNS 2002»
13 years 8 months ago
A Spiking Neuron Model for Binocular Rivalry
Abstract. We present a biologically plausible model of binocular rivalry consisting of a network of HodgkinHuxley type neurons. Our model accounts for the experimentally and psycho...
Carlo R. Laing, Carson C. Chow
ESWS
2004
Springer
14 years 2 months ago
Uncertainty in Knowledge Provenance
Knowledge Provenance is an approach to determining the origin and validity of knowledge/information on the web by means of modeling and maintaining information sources and dependen...
Jingwei Huang, Mark S. Fox
NN
2007
Springer
13 years 8 months ago
Recurrent neural network modeling of nearshore sandbar behavior
The temporal evolution of nearshore sandbars (alongshore ridges of sand fringing coasts in water depths less than 10 m and of paramount importance for coastal safety) is commonly ...
Leo Pape, B. Gerben Ruessink, Marco A. Wiering, Ia...