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Advances in Self-Organizing Maps
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.
Identidad chilena
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Advances in Self-Organizing Maps and Learning Vector Quantization
This book contains the articles from the international conference 11th Workshop on Self-Organizing Maps 2016 (WSOM 2016), held at Rice University in Houston, Texas, 6-8 January 2016. WSOM is a biennial international conference series starting with WSOM'97 in Helsinki, Finland, under the guidance and direction of Professor Tuevo Kohonen (Emeritus Professor, Academy of Finland). WSOM brings together the state-of-the-art theory and applications in Competitive Learning Neural Networks: SOMs, LVQs and related paradigms of unsupervised and supervised vector quantization.The current proceedings present the expert body of knowledge of 93 authors from 15 countries in 31 peer reviewed contributions. I...
The History of Chile
This accessible chapter book, ideal for students and general readers alike, examines the political, social, and cultural history of Chile. Updated and revised from its 2003 edition, The History of Chile serves as a foundational text for those studying and interested in learning about this South American nation. Eleven chronologically-arranged chapters will guide readers through Chilean history, from prehistory to present day. Chapters examine topics such as the origins of Chileans, Chile's period as a Spanish colony, Augusto Pinochet's rule, the country's transition to democracy, and today's challenges in 2018–2019. A timeline, glossary, and appendix of Notable Individuals in the History of Chile round out the text. Written for high school and undergraduate students, but accessible to general readers as well, this volume examines Chile's history through the lenses of politics, economics, and culture and society. Readers will gain a better understanding of how Chile has modernized its economy and is incorporating immigrants.
