ESOM-Maps: tools for clustering, visualization,and classification with Emergent SOM. Export

@article{citeulike:668388, abstract = {An overview on the usage of emergent self organizing maps is given. U-Maps visualize the distance structures of high dimensional data sets. P-Maps show their density structures and U*-Maps combine the advantages of the mentioned maps to a visualization suitable to detect nontrivial cluster structures. A concise summary on the usage of Emergent Self-organizing Maps (ESOM) for data mining is given. The tasks of visualization, clustering, and classification as they can be performed with the Databionics ESOM Tools are described.}, author = {Ultsch, Alfred and Orchen, Fabian M.}, citeulike-article-id = {668388}, citeulike-linkout-0 = {http://www.mathematik.uni-marburg.de/~databionics/downloads/papers/ultsch05esom.pdf}, day = {17}, keywords = {vectorial, visualisation}, month = {March}, posted-at = {2006-05-24 14:43:19}, priority = {2}, title = {ESOM-Maps: tools for clustering, visualization,and classification with Emergent SOM.}, url = {http://www.mathematik.uni-marburg.de/~databionics/downloads/papers/ultsch05esom.pdf}, year = {2005} }

TY - JOUR ID - citeulike:668388 L3 - citeulike-article-id:668388 N2 - An overview on the usage of emergent self organizing maps is given. U-Maps visualize the distance structures of high dimensional data sets. P-Maps show their density structures and U*-Maps combine the advantages of the mentioned maps to a visualization suitable to detect nontrivial cluster structures. A concise summary on the usage of Emergent Self-organizing Maps (ESOM) for data mining is given. The tasks of visualization, clustering, and classification as they can be performed with the Databionics ESOM Tools are described. TI - ESOM-Maps: tools for clustering, visualization,and classification with Emergent SOM. KW - vectorial KW - visualisation AU - Ultsch, Alfred AU - Orchen, Fabian PY - 2005/03/17/ UR - http://www.mathematik.uni-marburg.de/~databionics/downloads/papers/ultsch05esom.pdf ER -