Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction

ISBN-13: 9781605664040 / Angielski / Twarda / 2009 / 396 str.

Yanchang Zhao; Chengqi Zhang; Longbing Cao

Opis

There is often a large number of association rules discovered in data mining practice, making it difficult for users to identify those that are of particular interest to them. Therefore, it is important to remove insignificant rules and prune redundancy as well as summarize, visualize, and post-mine the discovered rules. Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction provides a systematic collection on post-mining, summarization and presentation of association rules, and new forms of association rules. This book presents researchers, practitioners, and academicians with tools to extract useful and actionable knowledge after discovering a large number of association rules.