Title

Mining Long Patterns

Publication Type

Book Chapter

Publication Date

2014

Abstract

The value and importance of long patterns are gaining increasing recognition in a wide range of domains including bioinformatics, social network analysis, software engineering and business intelligence. Yet the task of mining long patterns has remained a challenge due to the prohibitively large number of smaller patterns which often need to be generated first. In this chapter, we first use a pattern lattice model to illustrate and compare various mining paradigms. Then we present recent studies for mining long patterns according to their respective pattern mining paradigms. For each category, we discuss the representative algorithms and the state-of-the-art development.

Discipline

Databases and Information Systems

Research Areas

Data Management and Analytics

Publication

Frequent Pattern Mining

Editor

Aggarwal, Charu C.; Han, Jiawei

First Page

83

Last Page

104

ISBN

9783319078212

Identifier

10.1007/978-3-319-07821-2_4

Publisher

Springer Verlag

City or Country

Cham

Additional URL

http://dx.doi.org/10.1007/978-3-319-07821-2_4