Proceedings of ELM-2014 Volume 1

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Sparse Bayesian ELM Handling with Missing Data for Multi-class Classification
3. Altmetric Badge
   Chapter 2 A Fast Incremental Method Based on Regularized Extreme Learning Machine
4. Altmetric Badge
   Chapter 3 Parallel Ensemble of Online Sequential Extreme Learning Machine Based on MapReduce
5. Altmetric Badge
   Chapter 4 Explicit Computation of Input Weights in Extreme Learning Machines
6. Altmetric Badge
   Chapter 5 Subspace Detection on Concept Drifting Data Stream
7. Altmetric Badge
   Chapter 6 Inductive Bias for Semi-supervised Extreme Learning Machine
8. Altmetric Badge
   Chapter 7 ELM Based Efficient Probabilistic Threshold Query on Uncertain Data
9. Altmetric Badge
   Chapter 8 Sample-Based Extreme Learning Machine Regression with Absent Data
10. Altmetric Badge
    Chapter 9 Two Stages Query Processing Optimization Based on ELM in the Cloud
11. Altmetric Badge
    Chapter 10 Domain Adaptation Transfer Extreme Learning Machines
12. Altmetric Badge
    Chapter 11 Quasi-Linear Extreme Learning Machine Model Based Nonlinear System Identification
13. Altmetric Badge
    Chapter 12 A Novel Bio-inspired Image Recognition Network with Extreme Learning Machine
14. Altmetric Badge
    Chapter 13 A Deep and Stable Extreme Learning Approach for Classification and Regression
15. Altmetric Badge
    Chapter 14 Extreme Learning Machine Ensemble Classifier for Large-Scale Data
16. Altmetric Badge
    Chapter 15 Pruned Annular Extreme Learning Machine Optimization Based on RANSAC Multi Model Response Regularization
17. Altmetric Badge
    Chapter 16 Learning ELM Network Weights Using Linear Discriminant Analysis
18. Altmetric Badge
    Chapter 17 An Algorithm for Classification over Uncertain Data Based on Extreme Learning Machine
19. Altmetric Badge
    Chapter 18 Training Generalized Feedforword Kernelized Neural Networks on Very Large Datasets for Regression Using Minimal-Enclosing-Ball Approximation
20. Altmetric Badge
    Chapter 19 An Online Multiple-Model Approach to Univariate Time-Series Prediction
21. Altmetric Badge
    Chapter 20 A Self-Organizing Mixture Extreme Leaning Machine for Time Series Forecasting
22. Altmetric Badge
    Chapter 21 Ensemble Extreme Learning Machine Based on a New Self-adaptive AdaBoost.RT
23. Altmetric Badge
    Chapter 22 Machine Learning Reveals Different Brain Activities in Visual Pathway during TOVA Test
24. Altmetric Badge
    Chapter 23 Online Sequential Extreme Learning Machine with New Weight-Setting Strategy for Nonstationary Time Series Prediction
25. Altmetric Badge
    Chapter 24 RMSE-ELM: Recursive Model Based Selective Ensemble of Extreme Learning Machines for Robustness Improvement
26. Altmetric Badge
    Chapter 25 Extreme Learning Machine for Regression and Classification Using L 1 -Norm and L 2 -Norm
27. Altmetric Badge
    Chapter 26 A Semi-supervised Online Sequential Extreme Learning Machine Method
28. Altmetric Badge
    Chapter 27 ELM Feature Mappings Learning: Single-Hidden-Layer Feedforward Network without Output Weight
29. Altmetric Badge
    Chapter 28 ROS-ELM: A Robust Online Sequential Extreme Learning Machine for Big Data Analytics
30. Altmetric Badge
    Chapter 29 Deep Extreme Learning Machines for Classification
31. Altmetric Badge
    Chapter 30 C-ELM: A Curious Extreme Learning Machine for Classification Problems
32. Altmetric Badge
    Chapter 31 Review of Advances in Neural Networks: Neural Design Technology Stack
33. Altmetric Badge
    Chapter 32 Applying Regularization Least Squares Canonical Correlation Analysis in Extreme Learning Machine for Multi-label Classification Problems
34. Altmetric Badge
    Chapter 33 Least Squares Policy Iteration Based on Random Vector Basis
35. Altmetric Badge
    Chapter 34 Identifying Indistinguishable Classes in Multi-class Classification Data Sets Using ELM
36. Altmetric Badge
    Chapter 35 Effects of Training Datasets on Both the Extreme Learning Machine and Support Vector Machine for Target Audience Identification on Twitter
37. Altmetric Badge
    Chapter 36 Extreme Learning Machine for Clustering