559 search results - page 37 / 112 » Neural methods for non-standard data |
EUSFLAT
2007
15 years 1 months ago
2007
The patterns which are presented to a Fuzzy ARTmap network should be preprocessed in such a way that the data are of appropriate clearance. In order to decrease the degree of simi...
CIARP
2006
Springer
15 years 1 months ago
2006
Springer
The Neural Gas (NG) is a Vector Quantization technique where a set of prototypes self organize to represent the topology structure of the data. The learning algorithm of the Neural...
101
click to vote
ICANN
2001
Springer
15 years 4 months ago
2001
Springer
Kernel-based systems are currently very popular approaches to supervised learning. Unfortunately, the computational load for training kernel-based systems increases drastically wit...
112
click to vote
ICANN
2009
Springer
15 years 3 months ago
2009
Springer
Abstract. A new classification algorithm based on combination of kernel density estimators is introduced. The method combines the estimators with different bandwidths what can be i...
105
click to vote
NN
2010
Springer
14 years 10 months ago
2010
Springer
The ratio of two probability density functions is becoming a quantity of interest these days in the machine learning and data mining communities since it can be used for various d...