101 search results - page 1 / 21 » A Self-Organising Map Approach for Clustering of XML Documen... |
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
— The number of XML documents produced and available on the Internet is steadily increasing. It is thus important to devise automatic procedures to extract useful information fro...
ICANNGA
2009
Springer
13 years 2 months ago
2009
Springer
Abstract This research deals with the use of self-organising maps for the classification of text documents. The aim was to classify documents to separate classes according to their...
IJCNN
2007
IEEE
13 years 11 months ago
2007
IEEE
— The Self-Organising Map is a popular unsupervised neural network model which has successfully been used for clustering various kinds of data. To help in understanding the infl...
WSOM
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. SOMs have proven to be a very powerful tool for data analysis. However, comparing multiple SOMs trained on the same data set using different parameters or initialisation...
WSOM
2009
Springer
13 years 11 months ago
2009
Springer
Bag of features is a well established technique for the visual categorisation of objects, categories of objects and textures. One of the most important part of this technique is co...