LEADER 06768nam 22007815 450 001 9910254259303321 005 20200629183639.0 010 $a3-319-28373-1 024 7 $a10.1007/978-3-319-28373-9 035 $a(CKB)3710000000571691 035 $a(EBL)4307844 035 $a(SSID)ssj0001606831 035 $a(PQKBManifestationID)16314707 035 $a(PQKBTitleCode)TC0001606831 035 $a(PQKBWorkID)14896969 035 $a(PQKB)10086282 035 $a(DE-He213)978-3-319-28373-9 035 $a(MiAaPQ)EBC4307844 035 $z(PPN)258869461 035 $a(PPN)191702064 035 $a(EXLCZ)993710000000571691 100 $a20160102d2016 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aProceedings of ELM-2015 Volume 2 $eTheory, Algorithms and Applications (II) /$fedited by Jiuwen Cao, Kezhi Mao, Jonathan Wu, Amaury Lendasse 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (507 p.) 225 1 $aProceedings in Adaptation, Learning and Optimization,$x2363-6084 ;$v7 300 $aDescription based upon print version of record. 311 $a3-319-28372-3 320 $aIncludes bibliographical references and index. 327 $aLarge-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 Learning Machine for Robotic Grasping Recognition -- Denoising Deep Extreme Learning Machines for Sparse Representation -- Extreme Learning Machine based Point-of-Interest Recommendation in Location-based Social Networks -- The Granule-Based Interval Forecast for Wind Speed -- KELM : An Improved K-means Clustering Method using Extreme Learning Machine -- Wind Power Ramp Events Classification using Extreme Learning Machines -- Facial Expression Recognition Based on Ensemble Extreme Learning Machine with Eye Movements Information -- Correlation between Extreme Learning Machine and Entorhinal Hippocampal System -- RNA Secondary Structure Prediction using Extreme Learning Machine with Clustering Under-Sampling Technique -- Multi-Instance Multi-label learning by Extreme Learning Machine -- A Randomly Weighted Gabor Network for Visual-Thermal Infrared Face Recognition -- Dynamic Adjustment of Hidden Layer Structure for Convex Incremental Extreme Learning Machine -- ELMVIS+: Improved Nonlinear Visualization Technique using Cosine Distance and Extreme Learning Machines -- On Mutual Information over non-Euclidean Spaces, Data Mining and Data Privacy Levels -- Probabilistic Methods for Multiclass Classification Problems -- A Pruning Ensemble Model of Extreme Learning Machine with L1/2 Regularizer -- Evaluating Confidence Intervals for ELM Predictions -- Real-Time Driver Fatigue Detection Based on ELM -- A High Speed Multi-label Classifier based on Extreme Learning Machines -- Image Super-Resolution by PSOSEN of Local Receptive Fields Based Extreme Learning Machine -- Sparse Extreme Learning Machine for Regression -- WELM?Extreme Learning Machine with Wavelet Dynamic Co-Movement Analysis in High-Dimensional Time Series. 330 $aThis book contains some selected papers from the International Conference on Extreme Learning Machine 2015, which was held in Hangzhou, China, December 15-17, 2015. This conference brought together researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the Extreme Learning Machine (ELM) technique and brain learning. This book covers theories, algorithms ad applications of ELM. It gives readers a glance of the most recent advances of ELM. . 410 0$aProceedings in Adaptation, Learning and Optimization,$x2363-6084 ;$v7 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aBioinformatics 606 $aData mining 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputational Biology/Bioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23050 606 $aBioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/L15001 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aBioinformatics. 615 0$aData mining. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aComputational Biology/Bioinformatics. 615 24$aBioinformatics. 615 24$aData Mining and Knowledge Discovery. 676 $a006.3 702 $aCao$b Jiuwen$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMao$b Kezhi$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWu$b Jonathan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLendasse$b Amaury$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254259303321 996 $aProceedings of ELM-2015 Volume 2$92526927 997 $aUNINA