Self-Organizing Graphs --- A Neural Network Perspective of Graph Layout Export

@article{citeulike:2193324, abstract = {The paper presents self-organizing graphs, a novel approach to graph layout based on a competitive learning algorithm. This method is an extension of selforganization strategies known from unsupervised neural networks, namely from Kohonen's self-organizing map. Its main advantage is that it is very flexibly adaptable to arbitrary types of visualization spaces, for it is explicitly parameterized by a metric model of the layout space. Yet the method consumes comparatively little computational...}, author = {Meyer, Bernd}, citeulike-article-id = {2193324}, citeulike-linkout-0 = {http://citeseer.ist.psu.edu/meyer98selforganizing.html}, citeulike-linkout-1 = {http://citeseer.lcs.mit.edu/meyer98selforganizing.html}, citeulike-linkout-2 = {http://citeseer.ifi.unizh.ch/meyer98selforganizing.html}, citeulike-linkout-3 = {http://citeseer.comp.nus.edu.sg/meyer98selforganizing.html}, journal = {Lecture Notes in Computer Science}, keywords = {graph, network, neural-network, self-organized, visualization}, pages = {246--262}, posted-at = {2008-01-04 06:05:31}, priority = {0}, title = {Self-Organizing Graphs --- A Neural Network Perspective of Graph Layout}, url = {http://citeseer.ist.psu.edu/meyer98selforganizing.html}, volume = {1547}, year = {1998} }

TY - JOUR ID - citeulike:2193324 L3 - citeulike-article-id:2193324 N2 - The paper presents self-organizing graphs, a novel approach to graph layout based on a competitive learning algorithm. This method is an extension of selforganization strategies known from unsupervised neural networks, namely from Kohonen's self-organizing map. Its main advantage is that it is very flexibly adaptable to arbitrary types of visualization spaces, for it is explicitly parameterized by a metric model of the layout space. Yet the method consumes comparatively little computational... JF - Lecture Notes in Computer Science EP - 262 TI - Self-Organizing Graphs --- A Neural Network Perspective of Graph Layout VL - 1547 SP - 246 KW - graph KW - network KW - neural-network KW - self-organized KW - visualization AU - Meyer, Bernd PY - 1998/// UR - http://citeseer.ist.psu.edu/meyer98selforganizing.html ER -