329 search results - page 20 / 66 » Robustness Analysis of the Neural Gas Learning Algorithm |
90
Voted
BMCBI
2008
15 years 18 days ago
2008
Background: Bioactivity profiling using high-throughput in vitro assays can reduce the cost and time required for toxicological screening of environmental chemicals and can also r...
108
Voted
ICCV
2007
IEEE
16 years 2 months ago
2007
IEEE
Most existing subspace analysis-based tracking algorithms utilize a flattened vector to represent a target, resulting in a high dimensional data learning problem. Recently, subspa...
121
Voted
TNN
2010
14 years 7 months ago
2010
Abstract--A set of Artificial Neural Network (ANN) based methods for the design of an effective system of speech recognition of numerals of Assamese language captured under varied ...
121
Voted
AI
2010
Springer
14 years 7 months ago
2010
Springer
Abstract. In this paper, we test some of the most commonly used classifiers to identify which ones are the most robust to changing environments. The environment may change over tim...
104
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
Principal component analysis (PCA) minimizes the sum of squared errors (L2-norm) and is sensitive to the presence of outliers. We propose a rotational invariant L1-norm PCA (R1-PC...