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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Cao, Jiuwen (Επιμελητής έκδοσης), Mao, Kezhi (Επιμελητής έκδοσης), Cambria, Erik (Επιμελητής έκδοσης), Man, Zhihong (Επιμελητής έκδοσης), Toh, Kar-Ann (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
Σειρά:Proceedings in Adaptation, Learning and Optimization, 4
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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
  • 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
  • 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.