New Frontiers in Mining Complex Patterns: 6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia. Papers (Lecture Notes in Computer Science)
暫譯: 挖掘複雜模式的新前沿:第六屆國際研討會 NFMCP 2017,與 ECML-PKDD 2017 共同舉辦,斯科普里,馬其頓。論文集(計算機科學講義)

  • 出版商: Springer
  • 出版日期: 2018-03-24
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 212
  • 裝訂: Paperback
  • ISBN: 3319786792
  • ISBN-13: 9783319786797
  • 相關分類: Computer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 6th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2017, held in conjunction with ECML-PKDD 2017 in Skopje, Macedonia, in September 2017. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications.
The workshop was aimed at discussing and introducing new algorithmic foundations and representation formalisms in complex pattern discovery. Finally, it encouraged the integration of recent results from existing fields, such as Statistics, Machine Learning and Big Data Analytics.

商品描述(中文翻譯)

本書收錄了在2017年9月於馬其頓斯科普里舉行的第六屆國際研討會「挖掘複雜模式的新前沿」(NFMCP 2017)上接受發表的論文的修訂版和顯著擴展版本,該研討會與2017年ECML-PKDD會議同時舉行。本書分為五個部分:特徵選擇與歸納;分類預測;聚類;模式發現;應用。

該研討會旨在討論和介紹複雜模式發現中的新算法基礎和表示形式。最後,它鼓勵整合來自現有領域的最新成果,如統計學、機器學習和大數據分析。

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