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Proceedings of ELM-2015. Volume 1, Theory, algorithms and applications (I) / Jiuwen Cao, Kezhi Mao, Jonathan Wu, Amaury Lendasse, editors.

International Conference on Extreme Learning Machine (2015 : Hangzhou, China)

Cham : Springer, 2016.

Online access

  • Title:
    Proceedings of ELM-2015. Volume 1, Theory, algorithms and applications (I) / Jiuwen Cao, Kezhi Mao, Jonathan Wu, Amaury Lendasse, editors.
  • Author: International Conference on Extreme Learning Machine (2015 : Hangzhou, China)
  • Contributor: Jiuwen Cao editor.;
    Kezhi Mao editor.;
    Q. M. Jonathan Wu editor.;
    Amaury Lendasse editor.
  • Other Titles: Variant Title: Theory, algorithms and applications (I)
  • Subjects: Engineering; Artificial intelligence -- Congresses; Computational intelligence -- Congresses; COMPUTERS / General; Artificial intelligence; Computational intelligence; Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics); Computational Biology/Bioinformatics; Bioinformatics; Data Mining and Knowledge Discovery; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Science; Science -- Life Sciences -- Anatomy & Physiology; Computers -- Database Management -- Data Mining; Artificial intelligence; Life sciences: general issues; Molecular biology; Data mining; Artificial intelligence; Bioinformatics; Data mining; Electronic books; Conference papers and proceedings; Electronic books;
    Dewey: 006.3
  • Rights: Terms governing use: Copyright.
    Access restrictions: NON_PRINT_LEGAL_DEPOSIT
  • Publication Details: Cham : Springer, 2016.
  • Language: English
  • Description: Contents: Efficient Batch Parallel Online Sequential Extreme Learning Machine Algorithm Based on MapReduce -- Fixed-Point Evaluation of Extreme Learning Machine for Classification -- Multi-Layer Online Sequential Extreme Learning Machine for Image Classification -- ELM Meets Urban Computing: Ensemble Urban Data For Smart City Applications -- Local and Global Unsupervised Kernel Extreme Learning Machine and Its Application in Nonlinear Process Fault Detection -- Parallel Multi-Graph Classification Using Extreme Learning Machine and MapReduce -- Extreme Learning Machine for Large-Scale Graph Classification Based on MapReduce -- The Distance-based Representative Skyline Calculation using Unsupervised Extreme Learning Machines -- Multi-label Text Categorization Using L21-NormMinimization Extreme Learning Machine -- Cluster-based Outlier Detection Using Unsupervised Extreme Learning Machines -- Segmentation of the Left Ventricle in Cardiac MRI Using an ELM Model --
    Contents: Channel Estimation Based on Extreme Learning Machine for High Speed Environments -- MIMO Modeling Based on Extreme Learning Machine -- Graph Classification based on Sparse Graph Feature Selection and Extreme Learning Machine -- Time Series Prediction Based on Online Sequential Improved Error Minimized Extreme Learning Machine -- Adaptive Input Shaping for Flexible Systems using an Extreme Learning Machine Algorithm Identification -- Kernel Based Semi-supervised Extreme Learning Machine and the Application in Traffic Congestion Evaluation -- Improvement of ELM Algorithm for Multi-Object Identification in Gesture Interaction -- SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet -- Learning with Similarity Functions: a Novel Design for the Extreme Learning Machine -- A Semi-Supervised Low Rank Kernel Learning Algorithm via Extreme Learning Machine -- Application of Extreme Learning Machine on Large Scale Traffic Congestion Prediction --
    Contents: Extreme Learning Machine-Guided Collaborative Coding for Remote Sensing Image Classification -- Distributed Weighted Extreme Learning Machine for Big Imbalanced Data Learning -- NMR Image Segmentation based on Unsupervised Extreme Learning Machine -- Annotating Location Semantic Tags in LBSN Using Extreme Learning Machine -- Feature Extraction of Motor Imagery EEG based on Extreme Learning Machine Auto-Encoder -- Multimodal Fusion using Kernel-based ELM for Video Emotion Recognition -- Equality Constrained-Optimization-Based Semi-Supervised ELM for Modeling -- Signal Strength Temporal Variation in Indoor Location Estimation Extreme Learning Machine with Gaussian Kernel Based Relevance Feedback Scheme for Image Retrieval -- Routing Tree Maintenance based on Trajectory Prediction in Mobile Sensor Networks -- Two-Stage Hybrid Extreme Learning Machine for Sequential Imbalanced Data -- Feature Selection and Modelling of a Steam Turbine from a Combined Heat and Power Plant Using ELM --
    Contents: On The Construction of Extreme Learning Machine for One Class Classifier -- Record Linkage for Event Identification in XML Feeds Stream Using ELM -- Timeliness Online Regularized Extreme Learning Machine -- An Efficient High-dimensional Big Data Storage Structure Based on US-ELM -- An Enhanced Extreme Learning Machine for Efficient Small Sample Classification -- Code Generation Technology of Digital Satellite -- ELM-based Velocity Inversion for Sandstone Reservoir in Yanqi Gas-Field -- Class-Constrained Extreme Learning Machine. .
  • Identifier: ISBN 9783319283975 (electronic bk.); ISBN 3319283979 (electronic bk.)
    10.1007/978-3-319-28397-5 doi; BNB GBB8N3397; System number: 019148631
  • Notes: Includes author index.
  • Physical Description: 1 online resource (ix, 532 pages) : illustrations (some color).
  • Series: Proceedings in Adaptation, Learning and Optimization, volume 6
  • Shelfmark(s): General Reference Collection DRT ELD.DS.362853
  • UIN: BLL01019148631

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