Search Techniques in Intelligent Classification Systems

• Main Author: Savchenko, Andrey V. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: SpringerBriefs in Optimization,
• Subjects: Mathematics.; Pattern recognition.; Potential theory (Mathematics).; System theory.; Mathematical optimization.; Machinery.; Optimization.; Pattern Recognition.; Machinery and Machine Elements.; Systems Theory, Control.; Complex Systems.; Potential Theory.

A unified methodology for categorizing various complex objects is presented in this book. Through probability theory, novel asymptotically minimax criteria suitable for practical applications in imaging and data analysis are examined including the special cases such as the Jensen-Shannon divergence...

Table of Contents:

• 1.Intelligent Classification Systems
• 2. Statistical Classification of Audiovisual Data
• 3. Hierarchical Intelligent Classification Systems
• 4. Approximate Nearest Neighbor Search in Intelligent Classification Systems
• 5. Search in Voice Control Systems
• 6. Conclusion. .