Proceedings of ELM-2014 Volume 2: Applications

Front Matter....Pages 1-8
Using Extreme Learning Machine for Filamentous Bulking Prediction in Wastewater Treatment Plants....Pages 1-9
Extreme Learning Machine for Linear Dynamical Systems Classification: Application to Human Activity Recognition....Pages 11-20
Lens Distortion Correction Using ELM....Pages 21-30
Pedestrian Detection in Thermal Infrared Image Using Extreme Learning Machine....Pages 31-40
Dynamic Texture Video Classification Using Extreme Learning Machine....Pages 41-50
Uncertain XML Documents Classification Using Extreme Learning Machine....Pages 51-60
Encrypted Traffic Identification Based on Sparse Logistical Regression and Extreme Learning Machine....Pages 61-70
Network Intrusion Detection....Pages 71-80
A Study on Three-Dimensional Motion History Image and Extreme Learning Machine Oriented Body Movements Trajectory Recognition....Pages 81-94
An Improved ELM Algorithm Based on PCA Technique....Pages 95-104
Wi-Fi and Motion Sensors Based Indoor Localization Combining ELM and Particle Filter....Pages 105-113
Online Sequential Extreme Learning Machine for Watermarking....Pages 115-124
Adaptive Neural Control of a Quadrotor Helicopter with Extreme Learning Machine....Pages 125-134
Keyword Search on Probabilistic XML Data Based on ELM....Pages 135-144
A Novel HVS Based Gray Scale Image Watermarking Scheme Using Fast Fuzzy-ELM Hybrid Architecture....Pages 145-159
Leveraging Two-Stage Weighted ELM for Multimodal Wearables Based Fall Detection....Pages 161-168
A Novel Web Service Quality Prediction Framework Based on F-ELM....Pages 169-178
Multi-class AdaBoost ELM....Pages 179-188
Copy Detection among Programs Using Extreme Learning Machines....Pages 189-198
Extreme Learning Machine for Reservoir Parameter Estimation in Heterogeneous Reservoir....Pages 199-208
Multifault Diagnosis for Rolling Element Bearings Based on Extreme Learning Machine....Pages 209-222
Gradient-Based No-Reference Image Blur Assessment Using Extreme Learning Machine....Pages 223-232
OS-ELM Based Real-Time RFID Indoor Positioning System for Shop-Floor Management....Pages 233-241
An Online Sequential Extreme Learning Machine for Tidal Prediction Based on Improved Gath-Geva Fuzzy Segmentation....Pages 243-252
Recognition of Human Stair Ascent and Descent Activities Based on Extreme Learning Machine....Pages 253-265
ELM Based Dynamic Modeling for Online Prediction of Molten Iron Silicon Content in Blast Furnace....Pages 267-277
Distributed Learning over Massive XML Documents in ELM Feature Space....Pages 279-288
Hyperspectral Image Nonlinear Unmixing by Ensemble ELM Regression....Pages 289-297
Text-Image Separation and Indexing in Historic Patent Document Image Based on Extreme Learning Machine....Pages 299-307
Anomaly Detection with ELM-Based Visual Attribute and Spatio-temporal Pyramid....Pages 309-319
Modelling and Prediction of Surface Roughness and Power Consumption Using Parallel Extreme Learning Machine Based Particle Swarm Optimization....Pages 321-329
OS-ELM Based Emotion Recognition for Empathetic Elderly Companion....Pages 331-341
Access Behavior Prediction in Distributed Storage System Using Regularized Extreme Learning Machine....Pages 343-356
ELM Based Fast CFD Model with Sensor Adjustment....Pages 357-367
Melasma Image Segmentation Using Extreme Learning Machine....Pages 369-377
Detection of Drivers’ Distraction Using Semi-Supervised Extreme Learning Machine....Pages 379-387
Driver Workload Detection in On-Road Driving Environment Using Machine Learning....Pages 389-398
Back Matter....Pages 399-400