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Genetic Programming for Image Classification

- An Automated Approach to Feature Learning

af Ying Bi, Mengjie Zhang, Bing Xue

indgår i Adaptation, Learning, and Optimization serien

Genetic Programming for Image Classification af Ying Bi
Bag om Genetic Programming for Image Classification

This book offers several new GP approaches to feature learning for image classification. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783030659264
  • Indbinding:
  • Hardback
  • Sideantal:
  • 258
  • Udgivet:
  • 9. Februar 2021
  • Udgave:
  • 12021
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 600 g.
  • 2-3 uger.
  • 9. Oktober 2024

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This book offers several new GP approaches to feature learning for image classification. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification.

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