DATA MINING METHODOLOGY DEVELOPMENT

Author: Jue Wang
Edition:
Binding: Paperback
ISBN: 3843364737

DATA MINING METHODOLOGY DEVELOPMENT: CLASSIFICATION CASE STUDY ON MARS CRATERS DETECTION AND VISUALIZATION ANALYSIS USING SAMMON'S MAPPING

Data Mining is a tool that extracts useful and novel patterns from great amounts of data. Get DATA MINING METHODOLOGY DEVELOPMENT computer books for free.
It usually involves 4 tasks: Classification, Clustering, Association Rule Learning, and Regression. Two major branches of research are addressed in this book. In the first chapter several Classification methods are applied on a real-world data set, the Mars crater data set. The goal of this case study is to improve the accuracy of the crater detection on the remote sensing images of Mars. In the second chapter Sammon's Mapping method is studied and improved. Sammon's Mapping is a projection method which simulates the high-dimension space to a low- dimension one. The motivation of this project is to visualize the internal struture of a data Check DATA MINING METHODOLOGY DEVELOPMENT our best computer books for 2013. All books are available in pdf format and downloadable from rapidshare, 4shared, and mediafire.

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It usually involves 4 tasks: Classification, Clustering, Association Rule Learning, and Regression. Two major branches of research are addressed in this book. In the first chapter several Classification methods are applied on a real-world data set, the Mars crater data set. The goal of this case study is to improve the accuracy of the crater detection on the remote sensing images of Mars The motivation of this project is to visualize the internal struture of a data

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