| GMDH-Methodology and Implementation in MATLAB Contributor(s): Onwubolu, Godfrey C. (Editor) |
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ISBN: 1783266120 ISBN-13: 9781783266128 Publisher: Imperial College Press OUR PRICE: $102.60 Product Type: Hardcover Published: August 2016 |
| Additional Information |
| BISAC Categories: - Computers | Mathematical & Statistical Software - Computers | Databases - Data Mining - Computers | Programming - Algorithms |
| Dewey: 511.802 |
| LCCN: 2015049361 |
| Physical Information: 0.7" H x 6" W x 9.1" (1.20 lbs) 284 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description:
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. |