Multimedia Data Mining and Knowledge Discovery

Description

Multimedia Data Mining and Knowledge Discovery

Publisher: Springer
Number Of Pages: 526
Publication Date: 2006-12-15
Sales Rank: 2250138
ISBN / ASIN: 1846284368
EAN: 9781846284366
Binding: Hardcover
Manufacturer: Springer
Studio: Springer

Multimedia information is ubiquitous and essential in many applications, and repositories of multimedia are numerous and extremely large. Consequently, researchers and professionals need new techniques and tools for extracting the hidden, useful knowledge embedded within multimedia collections, thereby helping them discover relationships between the various elements and using this knowledge in decision-making applications.

Multimedia Data Mining and Knowledge Discovery, assembling the work of leading academic and professional/industrial researchers worldwide, provides an overview of the current state-of-the-art in the field of multimedia data mining and knowledge discovery, and discusses the variety of hot topics in multimedia data mining research. Consisting of an introductory section and four topical parts, the book describes the objectives and current tendencies in multimedia data mining research and their applications. Each part contains an overview of its chapters and leads the reader with a structured approach through the diverse subjects in the field.

Topics and Features:

• Features a comprehensive introduction to multimedia data mining and its relevance today

• Presents a global perspective of the field and its various components

• Provides broad, yet thorough and detailed coverage of the subject

• Numerous chapters reference websites with supplementary materials and demonstrations

• Explores multimedia data exploration, multimedia data modeling and evaluation, and visualization

• Offers an entire part devoted to applications and case studies

Written with graduate students in mind, this much needed comprehensive survey of the current state of multimedia data mining and knowledge discovery will also serve as a valuable resource for researchers with interests in multimedia data mining, summarization, indexing, and retrieval.

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1. Ebooks list page : 1357
2. Multimedia Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
3. Data Mining and Knowledge Discovery Technologies (Advances in Data Warehousing and Mining)
4. Data Mining and Knowledge Discovery Technologies
5. Data Mining: Knowledge Discovery Methods
6. Advances in Knowledge Discovery and Data Mining
7. Data Mining: A Knowledge Discovery Approach
8. Data Mining: Knowledge Discovery Methods
9. Statistical Data Mining & Knowledge Discovery
10. Mathematical Methods for Knowledge Discovery and Data Mining
11. Introduction to Data Mining and Knowledge Discovery, Third Edition
12. Knowledge Discovery and Data Mining: Challenges and Realities
13. Soft Computing for Knowledge Discovery and Data Mining
14. Advanced Techniques in Knowledge Discovery and Data Mining
15. Mathematical Methods for Knowledge Discovery and Data Mining
16. Introduction to Data Mining and Knowledge Discovery, Third Edition