Foundations of Large-Scale Multimedia Information Management and Retrieval

1. Introduction: Key Subroutines of Multimedia Data Management
Edward Y. Chang

2. Perceptual Feature Extraction
Edward Y. Chang

3. Query Concept Learning
Edward Y. Chang

4. Similarity
Edward Y. Chang

5. Formulating Distance Functions
Edward Y. Chang

6. Multimodal Fusion
Edward Y. Chang

7. Fusing Content and Context with Causality
Edward Y. Chang

8. Combinational Collaborative Filtering, Considering Personalization
Edward Y. Chang

9. Imbalanced Data Learning
Edward Y. Chang

10. PSVM: Parallelizing Support Vector Machines on Distributed Computers
Edward Y. Chang

11. Approximate High-Dimensional Indexing with Kernel
Edward Y. Chang

12. Speeding Up Latent Dirichlet allocation with Parallelization and Pipeline Strategies
Edward Y. Chang

Nyckelord: Computer Science, Image Processing and Computer Vision, Machinery and Machine Elements, Data Mining and Knowledge Discovery, Multimedia Information Systems