Pattern Recognition Algorithms for Data Mining
eBook - PDF

Pattern Recognition Algorithms for Data Mining

  1. 280 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Pattern Recognition Algorithms for Data Mining

About this book

This valuable text addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. Organized into eight chapters, the book begins by introducing PR, data mining, and knowledge discovery concepts. The authors proceed to analyze the tasks of multi-scale data condensation and dimensionality reduction. Then they explore the problem of learning with support vector machine (SVM), and conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.

Tools to learn more effectively

Saving Books

Saving Books

Keyword Search

Keyword Search

Annotating Text

Annotating Text

Listen to it instead

Listen to it instead

Table of contents

  1. Cover
  2. Title
  3. Copyright
  4. Contents
  5. Foreword
  6. Foreword
  7. Foreword
  8. Preface
  9. List of Tables
  10. List of Figures
  11. Chapter 1: Introduction
  12. Chapter 2: Multiscale Data Condensation
  13. Chapter 3: Unsupervised Feature Selection
  14. Chapter 4: Active Learning Using Support Vector Machine
  15. Chapter 5: Rough-fuzzy Case Generation
  16. Chapter 6: Rough-fuzzy Clustering
  17. Chapter 7: Rough Self-Organizing Map
  18. Chapter 8: Classification, Rule Generation and Evaluation using Modular Rough-fuzzy MLP
  19. Appendix A: Role of Soft-Computing Tools in KDD
  20. Appendix B: Data Sets Used in Experiments
  21. References
  22. Index
  23. About the Authors

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn how to download books offline
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 990+ topics, we’ve got you covered! Learn about our mission
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more about Read Aloud
Yes! You can use the Perlego app on both iOS and Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app
Yes, you can access Pattern Recognition Algorithms for Data Mining by Sankar K. Pal, Pabitra Mitra in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.