GMDH-methodology and implementation in MATLAB

著者

• Onwubolu, Godfrey C.

書誌事項

GMDH-methodology and implementation in MATLAB

editor, Godfrey Onwubolu

Imperial College Press , World Scientific Pub. [distributor], c2016

• : hc

注記

Includes bibliographical references and index

内容説明・目次

内容説明

Group method of data handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modelling has been developed to support complex systems in prediction, clusterization, system identification, as well as data mining and knowledge extraction technologies in social science, science, engineering, and medicine.This is the first book to explore GMDH using MATLAB (matrix laboratory) language. Readers will learn how to implement GMDH in MATLAB as a method of dealing with big data analytics. Error-free source codes in MATLAB have been included in supplementary material (accessible online) to assist users in their understanding in GMDH and to make it easy for users to further develop variations of GMDH algorithms.

「Nielsen BookData」 より

• NII書誌ID(NCID): BB27412848
• ISBN:
  • 9781783266128
• LCCN: 2015049361
• 出版国コード: uk
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: London,Singapore
• ページ数/冊数: xix, 262 p.
• 大きさ: 24 cm
• 分類:
  • LCC : TA345.5.M42
  • DC23 : 511.8028553
• 件名:
  • LCSH : MATLAB
  • LCSH : GMDH algorithms
  • LCSH : System analysis -- Data processing
  • LCSH : Quantitative research -- Data processing