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Titlebook: Engineering Applications of Neural Networks; 17th International C Chrisina Jayne,Lazaros Iliadis Conference proceedings 2016 Springer Inter

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书目名称Engineering Applications of Neural Networks
副标题17th International C
编辑Chrisina Jayne,Lazaros Iliadis
视频video
概述Includes supplementary material:
丛书名称Communications in Computer and Information Science
图书封面Titlebook: Engineering Applications of Neural Networks; 17th International C Chrisina Jayne,Lazaros Iliadis Conference proceedings 2016 Springer Inter
描述.This book constitutes the refereed proceedings of the 17th International Conference on Engineering Applications of Neural Networks, EANN 2016, held in Aberdeen, UK, in September 2016..The 22 revised full papers and three short papers presented together with two tutorials were carefully reviewed and selected from 41 submissions. The papers are organized in topical sections on active learning and dynamic environments; semi-supervised modeling; classification applications; clustering applications; cyber-physical systems and cloud applications; time-series prediction; learning-algorithms..
出版日期Conference proceedings 2016
关键词algorithms; artificial intelligence; classification models; clustering; computational intelligence; deep
版次1
doihttps://doi.org/10.1007/978-3-319-44188-7
isbn_softcover978-3-319-44187-0
isbn_ebook978-3-319-44188-7Series ISSN 1865-0929 Series E-ISSN 1865-0937
issn_series 1865-0929
copyrightSpringer International Publishing Switzerland 2016
The information of publication is updating

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Deep Active Learning for Autonomous Navigationolutional neural network. A trained agent can then predict an action to perform based on the scene it finds itself in. This method is generic, and the network is trained without knowledge of the task, targets or environment in which it is acting. Another common challenge in imitation learning is gen
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2D Recurrent Neural Networks for Robust Visual Tracking of Non-Rigid Bodiescution times and excellent accuracy for the considered tracking task. The effectiveness of the proposed approach is demonstrated on a very challenging set of dynamic image sequences, extracted from the final of triple jump at the London 2012 Summer Olympics. The system shows remarkable performance i
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EEG-Based Condition Clustering using Self-Organising Neural Network Map (SOM) with Learning Vector Quantization (LVQ) for EEG Eyes Open (EO) and Eyes Closed (EC) condition classification. This was achieved with classification accuracy of 88.5 %. The proposed approach shows good performance and hence the method can be readily applied to other classification/clustering p
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A Multi-commodity Network Flow Model for Cloud Service Environmentser by the alternating direction method of multipliers (ADMM) algorithm. Numerical evaluation of the proposed model is carried out in the context of specific deployments of a situation-aware information infrastructure.
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Intelligent Measurement in Unmanned Aerial Cyber Physical Systems for Traffic Surveillance
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