This book contains some selected papersfrom the International Conference on Extreme Learning Machine 2015,which was held in Hangzhou, China,December 15-17,2015.This conference brought together researchers and engineers to share andexchange R&D experience on both theoretical studies and practicalapplications of the Extreme Learning Machine (ELM) technique and brainlearning.
This book covers theories, algorithms adapplications of ELM. It gives readers a glance of the most recent advances ofELM.
Large-Scale Scene Recognition based on Extreme Learning Machines.- Partially Connected ELM for Fast and Effective Scene Classification Optimization.- Two-Layer Extreme Learning Machine for Dimension Reduction.- Distributed Extreme Learning Machine with Alternating Direction Method of Multiplier.- An Adaptive Online Sequential Extreme Learning Machine for Real-Time Tidal Level Prediction.- Optimization of Outsourcing ELM problems in Cloud Computing from Multi-Parties.- H-MRST: A Novel Framework For Support Uncertain Data Range Query Using ELM.- The SVM-ELM Model based on Particle Swarm Optimization.- ELM-ML: Study on Multi-Label Classification using Extreme Learning Machine.- Sentiment Analysis of Chinese Micro Blog based on DNN and ELM and Vector Space Model.- Self Forward and Information Dissemination Prediction Research in SINA Microblog Using ELM.- Sparse Coding Extreme Learning Machine for Classification.- Continuous Top-K Remarkable comments Over Textual Streaming Data Using ELM.- ELM based Representational Learning for Fault Diagnosis of Wind Turbine Equipment.- Prediction of Pulp Concentration Using Extreme Learning Machine.- Rational and Self-Adaptive Evolutionary Extreme Learning Machine for Electricity Price Forecast.- Contractive ML-ELM for Invariance Robust Feature Extraction.- Automated Human Facial Expression Recognition Using Extreme Learning Machines.- Multi-Modal Deep Extreme LelC@
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