World Scientific
Skip main navigation

Cookies Notification

We use cookies on this site to enhance your user experience. By continuing to browse the site, you consent to the use of our cookies. Learn More
×

System Upgrade on Tue, May 28th, 2024 at 2am (EDT)

Existing users will be able to log into the site and access content. However, E-commerce and registration of new users may not be available for up to 12 hours.
For online purchase, please visit us again. Contact us at customercare@wspc.com for any enquiries.
https://doi.org/10.1142/9789812796851_0005Cited by:0 (Source: Crossref)
Abstract:

The following sections are included:

  • Data Pre-processing

    • Input Scaling and Normalisation

    • Feature Extraction

  • Feature Measurement Types

    • Nominal Feature Variables

    • Ordinal Feature Variables

    • Interval Feature Variables

    • Ratio Feature Variables

    • 2-D Shape Feature Example

  • Classification

    • K-Nearest Neighbour Classifier

    • Distance Measures in a Feature Space

    • Statistical Classifiers

    • ANN Classifiers

  • Decision Criteria and Output Thresholds

  • Design Procedure for an ANN Classifier

    • A Simple Classification Example

  • Principle Component Analysis (PCA)

  • References