Proceedings of ELM-2015 Volume 2

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Large-Scale Scene Recognition Based on Extreme Learning Machines
3. Altmetric Badge
   Chapter 2 Partially Connected ELM for Fast and Effective Scene Classification
4. Altmetric Badge
   Chapter 3 Two-Layer Extreme Learning Machine for Dimension Reduction
5. Altmetric Badge
   Chapter 4 Distributed Extreme Learning Machine with Alternating Direction Method of Multiplier
6. Altmetric Badge
   Chapter 5 An Adaptive Online Sequential Extreme Learning Machine for Real-Time Tidal Level Prediction
7. Altmetric Badge
   Chapter 6 Optimization of Outsourcing ELM Problems in Cloud Computing from Multi-parties
8. Altmetric Badge
   Chapter 7 H-MRST: A Novel Framework for Support Uncertain Data Range Query Using ELM
9. Altmetric Badge
   Chapter 8 The SVM-ELM Model Based on Particle Swarm Optimization
10. Altmetric Badge
    Chapter 9 ELM-ML: Study on Multi-label Classification Using Extreme Learning Machine
11. Altmetric Badge
    Chapter 10 Sentiment Analysis of Chinese Micro Blog Based on DNN and ELM and Vector Space Model
12. Altmetric Badge
    Chapter 11 Self Forward and Information Dissemination Prediction Research in SINA Microblog Using ELM
13. Altmetric Badge
    Chapter 12 Sparse Coding Extreme Learning Machine for Classification
14. Altmetric Badge
    Chapter 13 Continuous Top-K Remarkable Comments over Textual Streaming Data Using ELM
15. Altmetric Badge
    Chapter 14 ELM Based Representational Learning for Fault Diagnosis of Wind Turbine Equipment
16. Altmetric Badge
    Chapter 15 Prediction of Pulp Concentration Using Extreme Learning Machine
17. Altmetric Badge
    Chapter 16 Rational and Self-adaptive Evolutionary Extreme Learning Machine for Electricity Price Forecast
18. Altmetric Badge
    Chapter 17 Contractive ML-ELM for Invariance Robust Feature Extraction
19. Altmetric Badge
    Chapter 18 Automated Human Facial Expression Recognition Using Extreme Learning Machines
20. Altmetric Badge
    Chapter 19 Multi-modal Deep Extreme Learning Machine for Robotic Grasping Recognition
21. Altmetric Badge
    Chapter 20 Denoising Deep Extreme Learning Machines for Sparse Representation
22. Altmetric Badge
    Chapter 21 Extreme Learning Machine Based Point-of-Interest Recommendation in Location-Based Social Networks
23. Altmetric Badge
    Chapter 22 The Granule-Based Interval Forecast for Wind Speed
24. Altmetric Badge
    Chapter 23 KELMC: An Improved K-Means Clustering Method Using Extreme Learning Machine
25. Altmetric Badge
    Chapter 24 Wind Power Ramp Events Classification Using Extreme Learning Machines
26. Altmetric Badge
    Chapter 25 Facial Expression Recognition Based on Ensemble Extreme Learning Machine with Eye Movements Information
27. Altmetric Badge
    Chapter 26 Correlation Between Extreme Learning Machine and Entorhinal Hippocampal System
28. Altmetric Badge
    Chapter 27 RNA Secondary Structure Prediction Using Extreme Learning Machine with Clustering Under-Sampling Technique
29. Altmetric Badge
    Chapter 28 Multi-instance Multi-label Learning by Extreme Learning Machine
30. Altmetric Badge
    Chapter 29 A Randomly Weighted Gabor Network for Visual-Thermal Infrared Face Recognition
31. Altmetric Badge
    Chapter 30 Dynamic Adjustment of Hidden Layer Structure for Convex Incremental Extreme Learning Machine
32. Altmetric Badge
    Chapter 31 ELMVIS+: Improved Nonlinear Visualization Technique Using Cosine Distance and Extreme Learning Machines
33. Altmetric Badge
    Chapter 32 On Mutual Information over Non-Euclidean Spaces, Data Mining and Data Privacy Levels
34. Altmetric Badge
    Chapter 33 Probabilistic Methods for Multiclass Classification Problems
35. Altmetric Badge
    Chapter 34 A Pruning Ensemble Model of Extreme Learning Machine with L 1/2 Regularizer
36. Altmetric Badge
    Chapter 35 Evaluating Confidence Intervals for ELM Predictions
37. Altmetric Badge
    Chapter 36 Real-Time Driver Fatigue Detection Based on ELM
38. Altmetric Badge
    Chapter 37 Proceedings of ELM-2015 Volume 2
39. Altmetric Badge
    Chapter 38 Image Super-Resolution by PSOSEN of Local Receptive Fields Based Extreme Learning Machine
40. Altmetric Badge
    Chapter 39 Sparse Extreme Learning Machine for Regression
41. Altmetric Badge
    Chapter 40 WELM: Extreme Learning Machine with Wavelet Dynamic Co-Movement Analysis in High-Dimensional Time Series
42. Altmetric Badge
    Chapter 41 Imbalanced Extreme Learning Machine for Classification with Imbalanced Data Distributions