15351 search results - page 371 / 3071 » The information bottleneck method |
147
Voted
ACII
2005
Springer
15 years 5 months ago
2005
Springer
The null space N(St) of total scatter matrix St contains no useful information for pattern classification. So, discarding the null space N(St) results in dimensionality reduction ...
156
Voted
ECSA
2008
Springer
15 years 5 months ago
2008
Springer
Reference architectures provide major guidelines for the structure of a class of information systems. Because of their fundamental role, reference architectures have to be of high ...
120
Voted
ICMLA
2008
15 years 5 months ago
2008
We introduce three ensemble machine learning methods for analysis of biological DNA binding by transcription factors (TFs). The goal is to identify both TF target genes and their ...
126
Voted
ICA
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. We discuss causal structure learning based on linear structural equation models. Conventional learning methods most often assume Gaussianity and create many indistinguish...
151
Voted
FSKD
2008
Springer
15 years 4 months ago
2008
Springer
Support Vector Machine (SVM) has been widely studied and shown success in many application fields. However, the performance of SVM drops significantly when it is applied to the pr...