Data mining : Concepts and techniques

This book explores the concepts and techniques for the discovery of patterns hidden in large data sets, focusing on issues relating to their feasibility, usefulness, effectiveness, and scalability. However, since the publication of the first edition, great progress has been made in the development o...

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Bibliografski detalji
Glavni autor: Han, Jiawei.
Format: Knjiga
Jezik:Undetermined
Izdano: Amsterdam Elsevier 2006
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Thư viện lưu trữ: Trung tâm Học liệu Trường Đại học Cần Thơ
Opis
Sažetak:This book explores the concepts and techniques for the discovery of patterns hidden in large data sets, focusing on issues relating to their feasibility, usefulness, effectiveness, and scalability. However, since the publication of the first edition, great progress has been made in the development of new data mining methods, systems, and applications. This new edition substantially enhances the first edition, and new chapters have been added to address recent developments on mining complex types of data including stream data, sequence data, graph structured data, social network data, and multi-relational data.