Cover for Advantages and Pitfalls of Pattern Recognition

Advantages and Pitfalls of Pattern Recognition

Selected Cases in Geophysics

Volume 3 in Computational Geophysics

Book2020

Authors:

Horst Langer, Susanna Falsaperla and Conny Hammer

Advantages and Pitfalls of Pattern Recognition

Selected Cases in Geophysics

Volume 3 in Computational Geophysics

Book2020

 

Cover for Advantages and Pitfalls of Pattern Recognition

Authors:

Horst Langer, Susanna Falsaperla and Conny Hammer

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Advantages and Pitfalls of Pattern Recognition presents various methods of pattern recognition and classification, useful to geophysicists, geochemists, geologists, geographers, da ... read full description

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  2. Book chapterNo access

    References

    Pages 315-326

  3. Book chapterNo access

    Index

    Pages 327-331

About the book

Description

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.

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.

Key Features

  • 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
  • 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

Details

ISBN

978-0-12-811842-9

Language

English

Published

2020

Copyright

Copyright © 2020 Elsevier Inc. All rights reserved.

Imprint

Elsevier

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Authors

Horst Langer

Susanna Falsaperla

Conny Hammer