Intelligent Techniques for Finding Frequent Patterns: from Large Database - Brossura

T., Sheik Yousuf; B., Rasina Begum; S., Selvaperumal

 
9786206750949: Intelligent Techniques for Finding Frequent Patterns: from Large Database
Brossura
ISBN 10: 6206750949 ISBN 13: 9786206750949
Casa editrice: LAP LAMBERT Academic Publishing, 2023

Sinossi

Frequent Pattern (FP) mining is a significant and well-researched technique of data mining. It is used to extract interesting patterns from large databases by applying association rules, classifier rules, correlation rules, clustering rules, and sequential rules. Many researchers have been highly concentrated on FP mining for the past years. This book reports on novel algorithms, for solving FP mining problems. A comparison of existing algorithms and their hybrid version is also reported for constantly changing databases. In addition, this work analyzes and studies various existing techniques for mining frequent item sets. This work also evaluates the performance of novel algorithms and compared them with classical techniques such as vertical-based layout, horizontal-based layout, and projected database algorithms.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
6206750949
ISBN 13 
9786206750949
Rilegatura
Copertina flessibile
Numero di pagine
140
Contatto del produttore
non disponibile
Persona responsabile
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