44 search results - page 3 / 9 » Putting recommendations on the map: visualizing clusters and... |
ESANN
2006
13 years 7 months ago
2006
The Self-Organizing map (SOM), a powerful method for data mining and cluster extraction, is very useful for processing data of high dimensionality and complexity. Visualization met...
IJPRAI
2008
13 years 6 months ago
2008
unsupervised construction of topological maps, which provide an abstraction of the environment in terms of visual aspects. An unsupervised clustering algorithm is used to represent...
ANNPR
2008
Springer
13 years 8 months ago
2008
Springer
Clustering constitutes an ubiquitous problem when dealing with huge data sets for data compression, visualization, or preprocessing. Prototype-based neural methods such as neural g...
AICCSA
2001
IEEE
13 years 9 months ago
2001
IEEE
In this paper, we propose a new version of the topological maps algorithm, which has been used to cluster web site visitors. These are characterized by partially redundant variabl...
SG
2009
Springer
14 years 15 days ago
2009
Springer
TagClouds is a popular visualization for the collaborative tags. However it has some instinct problems such as linguistic issues, high semantic density and poor understanding of hi...