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» Advances in Self-Organizing Maps
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ANTSW
2008
Springer
13 years 8 months ago
The Architecture of Ant-Based Clustering to Improve Topographic Mapping
Abstract. This paper analyzes the popular ant-based clustering approach of Lumer/Faieta. Analysis of formulae unveils that ant-based clustering is strongly related to Kohonen’s S...
Lutz Herrmann, Alfred Ultsch
IWANN
2009
Springer
14 years 1 months ago
Self Organized Dynamic Tree Neural Network
Cluster analysis is a technique used in a variety of fields. There are currently various algorithms used for grouping elements that are based on different methods including partiti...
Juan Francisco de Paz, Sara Rodríguez, Javi...
ICPPW
2009
IEEE
14 years 2 months ago
Audio-Based Self-Organizing Authentication for Pervasive Computing: A Cyber-Physical Approach
—Pervasive computing is fast becoming a reality with rapid advance in computing and networking technologies. It has the characteristics of scalability, invisibility, and the abse...
Su Jin Kim, Sandeep K. S. Gupta
ICRA
2002
IEEE
105views Robotics» more  ICRA 2002»
14 years 10 days ago
Integrated Planning and Control of Mobile Robot with Self-Organizing Neural Network
— Despite the many significant advances made in robotics research, few works have focused on the tight integration of task planning and motion control. Most integration works in...
Kian Hsiang Low, Wee Kheng Leow, Marcelo H. Ang
ECEASST
2010
13 years 4 months ago
Self Organized Swarms for cluster preserving Projections of high-dimensional Data
: A new approach for topographic mapping, called Swarm-Organized Projection (SOP) is presented. SOP has been inspired by swarm intelligence methods for clustering and is similar to...
Alfred Ultsch, Lutz Herrmann