2597 search results - page 447 / 520 » Embedding Heterogeneous Data Using Statistical Models |
126
Voted
PRL
2000
15 years 8 days ago
2000
We demonstrate the advantages of using Bayesian multi layer perceptron (MLP) neural networks for image analysis. The Bayesian approach provides consistent way to do inference by c...
99
Voted
ILP
2007
Springer
15 years 6 months ago
2007
Springer
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
101
Voted
AAI
2006
15 years 17 days ago
2006
Extensive experimental evidence is required to study the impact of text categorization approaches on real data and to assess the performance within operational scenarios. In this ...
97
Voted
CSDA
2006
15 years 16 days ago
2006
Several methods to select variables that are subsequently used in discriminant analysis are proposed and analysed. The aim is to find from among a set of m variables a smaller sub...
113
Voted
BMCBI
2008
15 years 19 days ago
2008
Background: The amount of information stemming from proteomics experiments involving (multi dimensional) separation techniques, mass spectrometric analysis, and computational anal...