Solving Large Scale Learning Tasks. Challenges and Algorithms: Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday (Lecture Notes in Computer Science)
暫譯: 解決大規模學習任務:挑戰與演算法:獻給Katharina Morik六十歲生日的論文集(計算機科學講義)

  • 出版商: Springer
  • 出版日期: 2016-07-03
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 404
  • 裝訂: Paperback
  • ISBN: 3319417053
  • ISBN-13: 9783319417059
  • 相關分類: Algorithms-data-structuresComputer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

In celebration of Prof. Morik's 60th birthday, this Festschrift covers research areas that Prof. Morik worked in and presents various researchers with whom she collaborated.

The 23 refereed articles in this Festschrift volume provide challenges and solutions from theoreticians and practitioners on data preprocessing, modeling, learning, and evaluation. Topics include data-mining and machine-learning algorithms, feature selection and feature generation, optimization as well as efficiency of energy and communication.

商品描述(中文翻譯)

為了慶祝森木教授的60歲生日,本書專輯涵蓋了森木教授所從事的研究領域,並介紹了她合作的各位研究者。

本書專輯中的23篇經過審核的文章提供了來自理論家和實踐者在數據預處理、建模、學習和評估方面的挑戰和解決方案。主題包括數據挖掘和機器學習算法、特徵選擇和特徵生成、優化以及能源和通信的效率。

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