03619nam 22007935 450 991043788580332120251230064104.0978128393547012839354739783642352300364235230810.1007/978-3-642-35230-0(CKB)2670000000317407(EBL)1082887(OCoLC)823388577(SSID)ssj0000878417(PQKBManifestationID)11465369(PQKBTitleCode)TC0000878417(PQKBWorkID)10814987(PQKB)10129167(DE-He213)978-3-642-35230-0(MiAaPQ)EBC1082887(PPN)168328275(EXLCZ)99267000000031740720121214d2013 u| 0engur|n|---|||||txtccrAdvances in Self-Organizing Maps 9th International Workshop, WSOM 2012 Santiago, Chile, December 12-14, 2012 Proceedings /edited by Pablo A. Estévez, José C. Príncipe, Pablo Zegers1st ed. 2013.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2013.1 online resource (370 p.)Advances in Intelligent Systems and Computing,2194-5365Description based upon print version of record.9783642352294 3642352294 Includes bibliographical references and index.Nonlinear Analysis and Time Series -- Text Mining and Language Processing -- Applications of Data Mining and Analysis.Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10,000 works have been based on SOMs. SOMs are unsupervised neural networks useful for clustering and visualization purposes. Many SOM applications have been developed in engineering and science, and other fields. This book contains refereed papers presented at the 9th Workshop on Self-Organizing Maps (WSOM 2012) held at the Universidad de Chile, Santiago, Chile, on December 12-14, 2012. The workshop brought together researchers and practitioners in the field of self-organizing systems. Among the book chapters there are excellent examples of the use of SOMs in agriculture, computer science, data visualization, health systems, economics, engineering, social sciences, text and image analysis, and time series analysis. Other chapters present the latest theoretical work on SOMs as well as Learning Vector Quantization (LVQ) methods.Advances in Intelligent Systems and Computing,2194-5365Computational intelligenceDynamicsNonlinear theoriesArtificial intelligenceComputational IntelligenceApplied Dynamical SystemsArtificial IntelligenceComputational intelligence.Dynamics.Nonlinear theories.Artificial intelligence.Computational Intelligence.Applied Dynamical Systems.Artificial Intelligence.006.3/2006.32Estevez Pablo A1761734Principe J. C(Jose C.)1424592Zegers Pablo1761735Workshop on Self-Organizing Maps.MiAaPQMiAaPQMiAaPQBOOK9910437885803321Advances in self-organizing maps4201344UNINA