Internet-Scale Pattern Recognition

Internet-Scale Pattern Recognition

by Anang Muhamad Amin, Asad Khan, Benny Nasution
Released November 2012
Publisher(s): Chapman and Hall/CRC
ISBN: 9781466510975

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Book description

For machine intelligence applications to work successfully, machines must perform reliably under variations of data and must be able to keep up with data streams. Internet-Scale Pattern Recognition: New Techniques for Voluminous Data Sets and Data Clouds unveils computational models that address performance and scalability to achieve higher levels

Table of contents

  1. Front Cover (1/2)
  2. Front Cover (2/2)
  3. Contents
  4. Preface
  5. Acknowledgments
  6. About the Authors
  7. Part I: Recognition: A New Perspective
  8. Chapter 1: Introduction (1/3)
  9. Chapter 1: Introduction (2/3)
  10. Chapter 1: Introduction (3/3)
  11. Chapter 2: Distributed Approach for Pattern Recognition (1/4)
  12. Chapter 2: Distributed Approach for Pattern Recognition (2/4)
  13. Chapter 2: Distributed Approach for Pattern Recognition (3/4)
  14. Chapter 2: Distributed Approach for Pattern Recognition (4/4)
  15. Part II: Evolution of Internet-Scale Recognition
  16. Chapter 3: One-Shot Learning Considerations (1/3)
  17. Chapter 3: One-Shot Learning Considerations (2/3)
  18. Chapter 3: One-Shot Learning Considerations (3/3)
  19. Chapter 4: Hierarchical Model for Pattern Recognition (1/5)
  20. Chapter 4: Hierarchical Model for Pattern Recognition (2/5)
  21. Chapter 4: Hierarchical Model for Pattern Recognition (3/5)
  22. Chapter 4: Hierarchical Model for Pattern Recognition (4/5)
  23. Chapter 4: Hierarchical Model for Pattern Recognition (5/5)
  24. Chapter 5: Recognition via Divide-and-Distribute Approach (1/4)
  25. Chapter 5: Recognition via Divide-and-Distribute Approach (2/4)
  26. Chapter 5: Recognition via Divide-and-Distribute Approach (3/4)
  27. Chapter 5: Recognition via Divide-and-Distribute Approach (4/4)
  28. Part III: Systems and Tools
  29. Chapter 6: Internet-Scale Applications Development (1/3)
  30. Chapter 6: Internet-Scale Applications Development (2/3)
  31. Chapter 6: Internet-Scale Applications Development (3/3)
  32. Part IV: Implementations and Applications
  33. Chapter 7: Multi-Feature Classifications for Complex Data (1/3)
  34. Chapter 7: Multi-Feature Classifications for Complex Data (2/3)
  35. Chapter 7: Multi-Feature Classifications for Complex Data (3/3)
  36. Chapter 8: Pattern Recognition within Coarse-Grained Networks (1/4)
  37. Chapter 8: Pattern Recognition within Coarse-Grained Networks (2/4)
  38. Chapter 8: Pattern Recognition within Coarse-Grained Networks (3/4)
  39. Chapter 8: Pattern Recognition within Coarse-Grained Networks (4/4)
  40. Chapter 9: Event Detection within Fine-Grained Networks (1/4)
  41. Chapter 9: Event Detection within Fine-Grained Networks (2/4)
  42. Chapter 9: Event Detection within Fine-Grained Networks (3/4)
  43. Chapter 9: Event Detection within Fine-Grained Networks (4/4)
  44. Part V: The Way Forward
  45. Chapter 10: Recognition: The Future and Beyond (1/2)
  46. Chapter 10: Recognition: The Future and Beyond (2/2)
  47. Bibliography (1/2)
  48. Bibliography (2/2)
  49. Back Cover

Product information

  • Title: Internet-Scale Pattern Recognition
  • Author(s): Anang Muhamad Amin, Asad Khan, Benny Nasution
  • Release date: November 2012
  • Publisher(s): Chapman and Hall/CRC
  • ISBN: 9781466510975