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Data Mining Using Association Rules with Fuzzy Logic

von Amany Mohammad Abood - Verkauft von Dodax EU
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€ 47,20
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Amany Mohammad Abood Data Mining Using Association Rules with Fuzzy Logic
Amany Mohammad Abood - Data Mining Using Association Rules with Fuzzy Logic

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Lieferung: zwischen 2020-12-04 und 2020-12-08
Verkauf & Versand: Dodax EU

Beschreibung

Data mining is the nontrivial extraction of implicit, previously unknown, and potentially useful information from data. It is used to automatically extract structured knowledge from large datasets. The application of fuzzy logic with data mining makes information more understandable to human.Data mining can have many methods like association rules, classification, clustering. One of the methods of implementing association rules is Apriori algorithm. In this book, A Fuzzy Apriori System is built; it uses Apriori algorithm alone, then Apriori algorithm with the application of fuzzy logic to find association rules. It will find the relationships among items stored in a supermarket to present knowledge about the relations among items sold in the supermarket. From the experimental results, it was found that fuzzy functions filters the results and make number of extracted rules less than the number of rules extracted by applying Apriori algorithm only. And this reduction depends on the nature of the processed dataset.

Mitwirkende

Autor Amany Mohammad Abood

Autor Maysam Sameer Hussein

Autor Juan Hassan Namdar

Produktdetails

DUIN 24BAAARJQAM

GTIN 9786202308700

Erscheinungsdatum 02.05.2018

Sprache Englisch

Seitenanzahl 88

Produkttyp Taschenbuch

Größe 220 x 150  mm

€ 47,20
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