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» On the Network Complexity of Selection
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JIFS
2002
107views more  JIFS 2002»
15 years 4 months ago
Model selection via Genetic Algorithms for RBF networks
This work addresses the problem of finding the adjustable parameters of a learning algorithm using Genetic Algorithms. This problem is also known as the model selection problem. In...
Estefane G. M. de Lacerda, André Carlos Pon...
CCGRID
2003
IEEE
15 years 9 months ago
Criticality-based Analysis and Design of Unstructured Peer-to-Peer Networks as "Complex Systems"
— Due to enormous complexity of the unstructured peer-to-peer networks as large-scale, self-configure, and dynamic systems, the models used to characterize these systems are eit...
Farnoush Banaei Kashani, Cyrus Shahabi
BMCBI
2010
158views more  BMCBI 2010»
15 years 4 months ago
A Bayesian network approach to feature selection in mass spectrometry data
Background: Time-of-flight mass spectrometry (TOF-MS) has the potential to provide non-invasive, high-throughput screening for cancers and other serious diseases via detection of ...
Karl W. Kuschner, Dariya I. Malyarenko, William E....
JMLR
2010
116views more  JMLR 2010»
14 years 11 months ago
Feature Selection, Association Rules Network and Theory Building
As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...
Sanjay Chawla
ICMCS
2005
IEEE
112views Multimedia» more  ICMCS 2005»
15 years 10 months ago
Proxy-based reference picture selection for real-time video transmission over mobile networks
We propose a framework for error robust real-time video transmission over wireless networks. In our approach, we cope with packet loss on the downlink by retransmitting lost packe...
Wei Tu, Eckehard G. Steinbach