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ARC
2009
Springer
140views Hardware» more  ARC 2009»
15 years 6 months ago
FPGA-Based Anomalous Trajectory Detection Using SOFM
A system for automatically classifying the trajectory of a moving object in a scene as usual or suspicious is presented. The system uses an unsupervised neural network (Self Organi...
Kofi Appiah, Andrew Hunter, Tino Kluge, Philip Aik...
77
Voted
ICANN
2005
Springer
15 years 5 months ago
SOM of SOMs: Self-organizing Map Which Maps a Group of Self-organizing Maps
This paper aims to propose an extension of SOMs called an “SOM of SOMs,” or SOM¾ , in which the mapped objects are self-organizing maps themselves. In SOM¾ , each nodal unit ...
Tetsuo Furukawa
IPPS
2007
IEEE
15 years 6 months ago
Energy-Aware Self-Stabilization in Mobile Ad Hoc Networks: A Multicasting Case Study
Dynamic networks, e.g. Mobile Ad Hoc Networks (MANETs), call for adaptive protocols that can tolerate topological changes due to nodes’ mobility and depletion of battery power. ...
Tridib Mukherjee, Ganesh Sridharan, Sandeep K. S. ...
IDEAL
2005
Springer
15 years 5 months ago
Recursive Self-organizing Map as a Contractive Iterative Function System
Recently, there has been a considerable research activity in extending topographic maps of vectorial data to more general data structures, such as sequences or trees. However, the ...
Peter Tiño, Igor Farkas, Jort van Mourik
GECCO
2005
Springer
220views Optimization» more  GECCO 2005»
15 years 5 months ago
Scale invariant pareto optimality: a meta--formalism for characterizing and modeling cooperativity in evolutionary systems
This article describes a mathematical framework for characterizing cooperativity in complex systems subject to evolutionary pressures. This framework uses three foundational compo...
Mark Fleischer