Extreme Learning Machines 2013: Algorithms and Applications

Editors:

ISBN: 978-3-319-04740-9 (Print) 978-3-319-04741-6 (Online)

Table of contents (15 chapters)

  1. Front Matter

    Pages i-vi

  2. No Access

    Chapter

    Pages 1-12

    Stochastic Sensitivity Analysis Using Extreme Learning Machine

  3. No Access

    Chapter

    Pages 13-23

    Efficient Data Representation Combining with ELM and GNMF

  4. No Access

    Chapter

    Pages 25-34

    Extreme Support Vector Regression

  5. No Access

    Chapter

    Pages 35-53

    A Modular Prediction Mechanism Based on Sequential Extreme Learning Machine with Application to Real-Time Tidal Prediction

  6. No Access

    Chapter

    Pages 55-66

    An Improved Weight Optimization and Cholesky Decomposition Based Regularized Extreme Learning Machine for Gene Expression Data Classification

  7. No Access

    Chapter

    Pages 67-79

    A Stock Decision Support System Based on ELM

  8. No Access

    Chapter

    Pages 81-94

    Robust Face Detection Using Multi-Block Local Gradient Patterns and Extreme Learning Machine

  9. No Access

    Chapter

    Pages 95-111

    Freshwater Algal Bloom Prediction by Extreme Learning Machine in Macau Storage Reservoirs

  10. No Access

    Chapter

    Pages 113-134

    ELM-Based Adaptive Live Migration Approach of Virtual Machines

  11. No Access

    Chapter

    Pages 135-143

    ELM for Retinal Vessel Classification

  12. No Access

    Chapter

    Pages 145-165

    Demographic Attributes Prediction Using Extreme Learning Machine

  13. No Access

    Chapter

    Pages 167-178

    Hyperspectral Image Classification Using Extreme Learning Machine and Conditional Random Field

  14. No Access

    Chapter

    Pages 179-187

    ELM Predicting Trust from Reputation in a Social Network of Reviewers

  15. No Access

    Chapter

    Pages 189-207

    Indoor Location Estimation Based on Local Magnetic Field via Hybrid Learning

  16. No Access

    Chapter

    Pages 209-225

    A Novel Scene Based Robust Video Watermarking Scheme in DWT Domain Using Extreme Learning Machine