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New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic

af Oscar Castillo, Patricia Melin, Jonathan Amezcua

indgår i SpringerBriefs in Computational Intelligence serien

indgår i SpringerBriefs in Applied Sciences and Technology serien

New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic af Oscar Castillo
Bag om New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic

In this book a new model for data classification was developed. Some architectures were developed in order to work mainly with two datasets, an arrhythmia dataset (using ECG signals) for classifying 15 different types of arrhythmias, and a satellite images segments dataset used for classifying six different types of soil.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319737720
  • Indbinding:
  • Paperback
  • Sideantal:
  • 73
  • Udgivet:
  • 15. februar 2018
  • Udgave:
  • 12018
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 454 g.
  • 8-11 hverdage.
  • 16. januar 2025
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In this book a new model for data classification was developed. Some architectures were developed in order to work mainly with two datasets, an arrhythmia dataset (using ECG signals) for classifying 15 different types of arrhythmias, and a satellite images segments dataset used for classifying six different types of soil.

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