
Contemporary Perspectives in Data Mining
Description
Alles über E-Books | Antworten auf Fragen rund um E-Books, Kopierschutz und Dateiformate finden Sie in unserem Info- & Hilfebereich.
Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural group.
Data mining applications are in finance (banking, brokerage, and insurance), marketing (customer relationships, retailing, logistics, and travel), as well as in manufacturing, health care, fraud detection, homeland security, and law enforcement.
All prices
More details
Other editions
Additional editions

Content
2 - Series page [Seite 2]
3 - Contemporary Perspectives in Data Mining: Volume 3 [Seite 4]
4 - Library of Congress Cataloging-in-Publication Data [Seite 5]
5 - Contents [Seite 6]
6 - SECTION I: PREDICTIVE ANALYTICS [Seite 8]
6.1 - CHAPTER 1: Bootstrap Aggregation for Neural Network Forecasting of Supply Chain Order Quantity [Seite 10]
6.2 - CHAPTER 2: Combining Retrospective and Predictive Analytics for More Robust Decision Support [Seite 36]
6.3 - CHAPTER 3: Predictive Analytical Model of the CEO Compensation of Major U.S. Corporate Insurance Companies [Seite 48]
7 - SECTION II: BUSINESS APPLICATIONS [Seite 54]
7.1 - CHAPTER 4: Analyzing Operational and Financial Performance of U.S. Hospitals Using Two-Stage Production Process [Seite 56]
7.2 - CHAPTER 5: Digital Disruption [Seite 74]
7.3 - CHAPTER 6: The Hazards of Subgroup Analysis in Randomized Business Experiments and How to Avoid Them [Seite 86]
7.4 - CHAPTER 7: Business Intelligence Challenges for Small and Medium-Sized Business [Seite 100]
8 - SECTION III: TOPICS IN DATA MINING [Seite 110]
8.1 - CHAPTER 8: Data Mining Techniques Applied to Outcome Analysis and Validation for the Futures Drug and Alcohol Rehabilitation Center [Seite 112]
8.2 - CHAPTER 9: An Extended H-Index [Seite 142]
8.3 - CHAPTER 10: Why We Need Analytics Grand Rounds [Seite 154]
9 - ABOUT THE EDITORS [Seite 168]
System requirements
File format: PDF
Copy-Protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our eBook Help page.
File format: ePUB
Copy protection: Adobe-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Install the free reader Adobe Digital Editions prior to download (see eBook Help).
- Tablet/smartphone (Android; iOS): Install the free app Adobe Digital Editions or the app PocketBook before downloading (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (not Kindle).
The file format ePub works well for novels and non-fiction books – i.e., „flowing” text without complex layout. On an e-reader or smartphone, line and page breaks automatically adjust to fit the small displays.
This eBook uses Adobe-DRM, a „hard” copy protection. If the necessary requirements are not met, unfortunately you will not be able to open the eBook. You will therefore need to prepare your reading hardware before downloading.
Please note: We strongly recommend that you authorise using your personal Adobe ID after installation of any reading software.
For more information, see our ebook Help page.