508 search results - page 8 / 102 » A Study on the Use of Statistical Tests for Experimentation ... |
GECCO
2009
Springer
14 years 2 months ago
2009
Springer
In this paper, we study instances of complex neural networks, i.e. neural networks with complex topologies. We use Self-Organizing Map neural networks whose neighborhood relations...
BMCBI
2010
2010
On the use of resampling tests for evaluating statistical significance of binding-site co-occurrence
13 years 7 months ago
Background: In eukaryotes, most DNA-binding proteins exert their action as members of large effector complexes. The presence of these complexes are revealed in high-throughput gen...
FLAIRS
2000
13 years 9 months ago
2000
This paper discusses the empirical evaluation of improving generalization performance of neural networks by systematic treatment of training and test failures. As a result of syst...
NCA
2003
IEEE
14 years 24 days ago
2003
IEEE
In this paper, we propose and analyze a methodology for providing statistical guarantees within the diffserv model in a network, that uses static-priority schedulers. We extend th...
ISBI
2008
IEEE
14 years 8 months ago
2008
IEEE
We propose a novel method for axonal bouton modeling and automated detection in populations of labeled neurons, as well as bouton distribution analysis for the study of neural cir...