Data Mining in the Medical Domain : Using the Ac4ft-Miner Procedure
Language: English
Published by LAP LAMBERT Academic Publishing, 2010
- Softcover
- Used
Seller: Buchpark, Trebbin, GermanyBuchpark
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Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | This book deals with the Ac4ft-Miner data mining procedure, implemented in the LISp-Miner system, which has been developed at the Department of Information and Knowledge Engineering at the University of Economics, Prague. This procedure is based on association rules; however, it finds the rules that express which actions should be performed to improve the defined state (e.g. to improve the successfulness of a medical treatment). The first goal of the paper is to describe the procedure in a simple and understandable way. The second goal is to apply the procedure to the medical data and present examples of the usage of the procedure. Finally, I aim to create a usage methodology for doctors. Chapter 1 characterises the overall process of knowledge discovery in databases. Chapter 2 presents theoretical concepts related to the Ac4ft-Miner. Chapter 3 deals with action rules. Chapter 4 addresses possibilities for defining the input and interpretation of the output of the Ac4ft-Miner. Chapter 5 describes the research conducted on a real medical data set and gives examples of the tasks solved by the procedure. Finally, chapter 6 offers the Ac4ft-Miner usage methodology for doctors.…
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- Title
- Data Mining in the Medical Domain : Using the Ac4ft-Miner Procedure
- Author
- Nekvapil, Viktor
- Publisher
- LAP LAMBERT Academic Publishing
- Publication year
- 2010
- Condition
- Hervorragend
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3838398181
- ISBN 13
- 9783838398181
- Seller catalogs
- Bücher
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