Proceedings of ELM-2014 Volume 2 Applications
This book contains some selected papers from the International Conference on Extreme Learning Machine 2014, which was held in Singapore, December 8-10, 2014. This conference brought together the researchers and practitioners of Extreme Learning Machine (ELM) from a variety of fields to promote resea...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2015, 2015
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| Edition: | 1st ed. 2015 |
| Series: | Proceedings in Adaptation, Learning and Optimization
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Melasma Image Segmentation Using Extreme Learning Machine
- Detection of Drivers' Distraction Using Semi-Supervised Extreme Learning Machine
- Driver Workload Detection in On-road Driving Environment using Machine Learning
- Online Sequential Extreme Learning Machine for Watermarking
- Adaptive neural control of quadrotor helicopter with extreme learning machine
- Keyword Search on Probabilistic XML Data based on ELM
- A Novel HVS Based Gray Scale Image Watermarking Scheme Using Fast Fuzzy - ELM Hybrid Architecture
- Wearable EyeGlass based Fall Detection using Weighted ELM
- Concise Feature Extraction based ELM for Active Service Quality Prediction
- Multi-class AdaBoost ELM and Its Application in LBP Based Face Recognition
- Detecting Copy Directions among Programs Using Extreme Learning Machines
- Extreme learning machine for reservoir parameter estimation in heterogeneous reservoir
- Multifault Diagnosis for Rolling Element Bearings Based on Extreme Learning Machine
- Gradient-based No-Reference Image Blur Assessment Using Extreme Learning Machine
- RFID Enabled Indoor Positioning for Real-time Manufacturing Execution System based on OS-ELM
- An Online Sequential Extreme Learning Machine for Tidal Prediction based on Improved Gath-Geva Fuzzy Segmentation
- Recognition of Human Stair Ascent and Descent Activities based on Extreme Learning Machine
- ELM Based Dynamic Modeling for Online Prediction of Content in Molten Iron
- Distributed Learning over Massive XML Documents in ELM Feature Space
- Hyperspectral Image Nonlinear Unmixing by Ensemble ELM Regression
- Text-Image Separation and Indexing in Historic Patent Document Image Based on Extreme Learning Machine
- Anomaly Detection with ELM-based Visual Attribute and Spatio-temporal Pyramid
- Modelling and Prediction of Surface Roughness and Power Consumption using Parallel Extreme Learning Machine based Particle Swarm Optimization
- OS-ELM based Emotion Recognition for Empathetic Elderly Companion
- Access Behavior Prediction in Distributed StorageSystem using Regularized Extreme Learning Machine
- ELM Based Fast CFD Model with Sensor Adjustment
- Using Extreme Learning Machine for Filamentous Bulking Prediction and Forecast in Wastewater Treatment Plants
- Extreme Learning Machine for Linear Dynamical Systems Classification: Application to Human Activity Recognition
- Lens Distortion Correction Using ELM
- Pedestrian Detection in Thermal Infrared Image using Extreme Learning Machine
- Dynamic Texture Video Classification Using Extreme Learning Machine
- Uncertain XML Documents Classification Using Extreme Learning Machine
- Encrypted traffic identification based on randomness sparse feature and extreme learning machine
- Network Intrusion Detection Based on Extreme Learning Machine
- A Study on Three-dimensional Motion History Image and Extreme Learning Machine Oriented Body Movements Trajectory Recognition
- An Improved ELM Algorithm for the Measurement of Hot Metal Temperature in Blast Furnace
- Wi-Fi and Motion Sensors based Indoor Localization Combining ELM and Particle Filter