{"product_id":"data-mining-in-the-medical-domain-von-viktor-nekvapil","title":"Data Mining in the Medical Domain","description":"\u003cp\u003eThis 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.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838398181\"\u003e\u003ch3\u003eUsing the Ac4ft-Miner Procedure\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838398181","offer_id":39469185663069,"sku":"9783838398181","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/873c4683-d8de-40eb-aeda-79abaf0c18d9.jpg?v=1757742259","url":"https:\/\/shop.autorenwelt.de\/products\/data-mining-in-the-medical-domain-von-viktor-nekvapil","provider":"Autorenwelt Shop","version":"1.0","type":"link"}