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» Neural networks: Algorithms and applications
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ICN
2007
Springer
16 years 1 months ago
Bandwidth Scheduling and Path Computation Algorithms for Connection-Oriented Networks
There has been an increasing number of network deployments that provide dedicated connections through on-demand and in-advance scheduling in support of highperformance application...
Sartaj Sahni, Nageshwara Rao, Sanjay Ranka, Yan Li...
ICANN
2009
Springer
16 years 12 hour ago
Statistical Instance-Based Ensemble Pruning for Multi-class Problems
Recent research has shown that the provisional count of votes of an ensemble of classifiers can be used to estimate the probability that the final ensemble prediction coincides w...
Gonzalo Martínez-Muñoz, Daniel Hern&...
ICANN
2001
Springer
15 years 12 months ago
Independent Variable Group Analysis
Humans tend to group together related properties in order to understand complex phenomena. When modeling large problems with limited representational resources, it is important to...
Krista Lagus, Esa Alhoniemi, Harri Valpola
NIPS
2004
15 years 8 months ago
Result Analysis of the NIPS 2003 Feature Selection Challenge
The NIPS 2003 workshops included a feature selection competition organized by the authors. We provided participants with five datasets from different application domains and calle...
Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon...
NN
2000
Springer
159views Neural Networks» more  NN 2000»
15 years 7 months ago
Independent component analysis for noisy data -- MEG data analysis
ICA (independent component analysis) is a new, simple and powerful idea for analyzing multi-variant data. One of the successful applications is neurobiological data analysis such ...
Shiro Ikeda, Keisuke Toyama