Advantages and Pitfalls of Pattern Recognition
  • Author : Horst Langer
  • Release Date : 23 November 2019
  • Publisher : Elsevier
  • Genre : Science
  • Pages : 350
  • ISBN 13 : 9780128118436

Advantages and Pitfalls of Pattern Recognition Book Summary

Advantages and Pitfalls of Pattern Recognition presents various methods of pattern recognition and classification, useful to geophysicists, geochemists, geologists, geographers, data analysts, and educators and students of geosciences. Scientific and technological progress has dramatically improved the knowledge of our planet with huge amounts of digital data available in various fields of Earth Sciences, such as geology, geophysics, and geography. This has led to a new perspective of data analysis, requiring specific techniques that take several features into consideration rather than single parameters. Pattern recognition techniques offer a suitable key for processing and extracting useful information from the data of multivariate analysis. This book explores both supervised and unsupervised pattern recognition techniques, while providing insight into their application. Offers real-world examples of techniques for pattern recognition and handling multivariate data Includes examples, applications, and diagrams to enhance understanding Provides an introduction and access to relevant software packages

Advantages and Pitfalls of Pattern Recognition

Advantages and Pitfalls of Pattern Recognition

Author : Horst Langer,Susanna Falsaperla,Conny Hammer
Publisher : Elsevier
Genre : Science
Total View : 8315 Views
File Size : 51,5 Mb
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Advantages and Pitfalls of Pattern Recognition presents various methods of pattern recognition and classification, useful to geophysicists, geochemists, geologists, geographers, data analysts, and educators and students of geosciences. Scientific and technological progress has dramatically improved the knowledge of our planet with huge amounts of digital data available in various fields ...

Pattern Recognition

Pattern Recognition

Author : Horst Langer,Susanna Falsaperla,Conny Hammer
Publisher : Computational Geophysics
Genre : Science
Total View : 6364 Views
File Size : 53,9 Mb
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Pattern Recognition: Applications in Geosciences, volume three in the Computational Geophysics series, highlights the advantages of pattern recognition and classification methods and examines potential pitfalls and failures that can arise. The handling of data is a typical problem of multivariate analysis in which pattern recognition techniques can offer a suitable ...

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