125
click to vote
ISNN
15 years 5 months ago
2004 Springer 
This paper proposes a novel hierarchical clustering method that can classify given data without specified knowledge of the number of classes. In this method, at each node of a hie...
113
click to vote
ISNN
15 years 5 months ago
2004 Springer 
Based on rank-1 update, Sparse Bayesian Learning Algorithm (SBLA) is proposed. SBLA has the advantages of low complexity and high sparseness, being very suitable for large scale pr...
104
click to vote
ISNN
15 years 5 months ago
2004 Springer 
In this paper, a kernel-based SOM-face method is proposed to recognize expression variant faces under the situation of only one training image per person. Based on the localization...
ISNN
15 years 5 months ago
2004 Springer
Abstract. Internet traffic prediction plays a fundamental role in network design, management, control, and optimization. The self-similar and non-linear nature of network traffic m...
ISNN
15 years 5 months ago
2004 Springer 
Abstract. By using differential neural networks, we present a novel robust adaptive controller for a class of unknown nonlinear systems. First, dead-zone and projection techniques...
|
Neural Networks