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Handbook of Statistical Analysis and Data Mining Applications
book

Handbook of Statistical Analysis and Data Mining Applications

by Robert Nisbet, John Elder, Gary Miner
May 2009
Beginner to intermediate content levelBeginner to intermediate
864 pages
23h 13m
English
Elsevier Science
Content preview from Handbook of Statistical Analysis and Data Mining Applications
Tutorial B

Data Mining for Aviation Safety

Using Data Mining Recipe “Automatized Data Mining” from STATISTICA

Alan Stolzer, Ph.D.

OUTLINE

The following tutorial will use the Federal Aviation Administration’s (FAA’s) Service Difficulty Report (SDR) database to explore factors that lead to undesirable events called unscheduled landings and determine which data mining (DM) model or models appear to be the most predictive of that event.

It should be noted from the outset that this is a greatly simplified exemplar study. As will be described later, the database used is very complex, and much of it is in text form. Since ...

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Publisher Resources

ISBN: 9780080912035