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Advances in artificial neural networks, machine learning, and computational intelligence (ESANN 2013)

机译:人工神经网络,机器学习和计算智能的进步(ESANN 2013)

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摘要

This special issue of Neurocomputing presents 14 original papers, which are extended versions of selected papers from the 21st European Symposium on Artificial Neural Networks (ESANN). ESANN is a single-track conference held annually in Bruges, Belgium, one of the most beautiful medieval towns in Europe, whose atmosphere favours efficient work as well as enjoyable cultural activities (Bruges is a UNESCO World Heritage site). ESANN is organised by Prof. M. Verleysen from Universite catholique de Louvain, Belgium. The conference hosts a series of regular sessions about classification, clustering, recurrent networks, regression and forecasting, dimensionality reduction and feature selection, control and optimisation, etc. In addition, ESANN also welcomed in 2013 a few special sessions focussed on more particular topics like processing and analysis of hyperspectral data, machine learning for multimedia applications, developments in kernel design, human activity and motion disorder recognition (towards smarter interactive cognitive environments), and sparsity for interpretation and visualisation in inference models.
机译:这期《神经计算》特刊提供了14篇原创论文,它们是第21届欧洲人工神经网络研讨会(ESANN)精选论文的扩展版本。 ESANN是每年在比利时布鲁日(欧洲最美丽的中世纪城镇之一)举行的单轨会议,其气氛有利于高效的工作和有趣的文化活动(布鲁日是联合国教科文组织世界遗产)。 ESANN由比利时卢万天主教大学的M. Verleysen教授组织。该会议定期举行一系列有关分类,聚类,递归网络,回归和预测,降维和特征选择,控制和优化等方面的常规会议。此外,ESANN在2013年还欢迎一些特别会议,重点关注诸如高光谱数据的处理和分析,多媒体应用的机器学习,内核设计的发展,人类活动和运动障碍的识别(向更智能的交互式认知环境发展)以及推理模型中解释和可视化的稀疏性。

著录项

  • 来源
    《Neurocomputing》 |2014年第2期|1-2|共2页
  • 作者单位

    Rensselaer Polytechnic Institute,Department of Nuclear Engineering,United States;

    Universite Paris 1-Pantheon-Sorbonne,Statistique,Analyse,Modelisation Multidisciplinaire (EA 4543),France;

    University of Birmingham,School of Computer Science,United Kingdom;

    Universite catholique de Louvain,Institut de Recherche Experimentale et Clinique,Belgium;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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