%Aigaion2 BibTeX export from Bibliography Database of the Working Group on Computational Intelligence %Wednesday 08 January 2025 04:03:06 AM @INCOLLECTION{rehm_clustervis_2007, author = {Rehm, Frank and Klawonn, Frank and Kruse, Rudolf}, editor = {Lenz, Hans-Joachim and Decker, Reinhold}, keywords = {bibtex-import}, title = {Single Cluster Visualization to Optimize Air Traffic Management}, booktitle = {Advances in Data Analysis}, year = {2007}, pages = {319--325}, publisher = {Springer}, isbn = {978-3-540-70980-0}, doi = {10.1007/978-3-540-70981-7_36}, abstract = {In this paper we present an application of single cluster visualization (SCV) a technique to visualize single clusters of high-dimensional data. This method maps a single cluster to the plane trying to preserve the relative distances of feature vectors to the corresponding prototype vector. Thus, fuzzy clustering results representing relative distances in the form of a partition matrix as well as hard clustering partitions can be visualized with this technique. The resulting two-dimensional scatter plot illustrates the compactness of a certain cluster and the need of additional prototypes as well. In this work, we will demonstrate the visualization method on a practical application.}, citeulike-article-id={1995904}, priority={0}, }