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Titlebook: Learning, Networks and Statistics; Giacomo Riccia,Hans-Joachim Lenz,Rudolf Kruse Conference proceedings 1997 Springer-Verlag Wien 1997 alg

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發(fā)表于 2025-3-21 18:46:35 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Learning, Networks and Statistics
編輯Giacomo Riccia,Hans-Joachim Lenz,Rudolf Kruse
視頻videohttp://file.papertrans.cn/584/583043/583043.mp4
叢書名稱CISM International Centre for Mechanical Sciences
圖書封面Titlebook: Learning, Networks and Statistics;  Giacomo Riccia,Hans-Joachim Lenz,Rudolf Kruse Conference proceedings 1997 Springer-Verlag Wien 1997 alg
描述The contents of these proceedings reflect the intention of the organizers of the workshop to bring together scientists and engineers having a strong interest in interdisciplinary work in the fields of computer science, mathematics and applied statistics. Results of this collaboration are illustrated in problems dealing with neural nets, statistics and networks, classification and data mining, and (machine) learning.
出版日期Conference proceedings 1997
關(guān)鍵詞algorithms; case-based reasoning; classification; computer; computer vision; data mining; learning; machine
版次1
doihttps://doi.org/10.1007/978-3-7091-2668-4
isbn_softcover978-3-211-82910-3
isbn_ebook978-3-7091-2668-4Series ISSN 0254-1971 Series E-ISSN 2309-3706
issn_series 0254-1971
copyrightSpringer-Verlag Wien 1997
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0254-1971 llustrated in problems dealing with neural nets, statistics and networks, classification and data mining, and (machine) learning.978-3-211-82910-3978-3-7091-2668-4Series ISSN 0254-1971 Series E-ISSN 2309-3706
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Overtraining in Single-Layer Perceptrons for a given situation depends on the number of features, data size and its configuration. In order to obtain a wider range of classifiers in non-linear SLP training, several new complexity control procedures are suggested.
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A General Framework for Supporting Relational Concept Learningal disjunction; such a construct, first used by the AQ and Induce systems, is here made operational via a set of algorithms, capable to learn it, for both the discrete and the continuous-valued attributes case. These algorithms are embedded in learning systems using different paradigms, such as symbolic, genetic or connectionist ones.
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Fuzzy Shell Cluster Analysisn of the data set. Subsequently therefore we review the main ideas of unsupervised fuzzy shell cluster analysis. Finally we present an application of unsupervised fuzzy shell cluster analysis in computer vision.
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