Proceedings of ELM-2015 Volume 1 Theory, Algorithms and Applications (I) /

This 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 pra...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Cao, Jiuwen (Editor ), Mao, Kezhi (Editor ), Wu, Jonathan (Editor ), Lendasse, Amaury (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Proceedings in Adaptation, Learning and Optimization, 6
Temas:
Computational intelligence.
Artificial intelligence.
Bioinformatics.
Data mining.
Computational Intelligence.
Artificial Intelligence.
Computational and Systems Biology.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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
  • 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
  • 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
  • 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. .

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