Intelligent Techniques for Finding Frequent Patterns: from Large Database - Couverture souple

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

 
9786206750949: Intelligent Techniques for Finding Frequent Patterns: from Large Database
Couverture souple
ISBN 10 : 6206750949 ISBN 13 : 9786206750949
Editeur : LAP LAMBERT Academic Publishing, 2023

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6206750949
ISBN 13 
9786206750949
Reliure
Broché
Nombre de pages
140
Coordonnées du fabricant
non disponible
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