Frequent Pattern Mining

Frequent Pattern Mining
Author :
Publisher : Springer
Total Pages : 480
Release :
ISBN-10 : 9783319078212
ISBN-13 : 3319078216
Rating : 4/5 (216 Downloads)

Book Synopsis Frequent Pattern Mining by : Charu C. Aggarwal

Download or read book Frequent Pattern Mining written by Charu C. Aggarwal and published by Springer. This book was released on 2014-08-29 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each chapter contains a survey describing key research on the topic, a case study and future directions. Key topics include: Pattern Growth Methods, Frequent Pattern Mining in Data Streams, Mining Graph Patterns, Big Data Frequent Pattern Mining, Algorithms for Data Clustering and more. Advanced-level students in computer science, researchers and practitioners from industry will find this book an invaluable reference.


Frequent Pattern Mining Related Books

Frequent Pattern Mining
Language: en
Pages: 480
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2014-08-29 - Publisher: Springer

GET EBOOK

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of freq
Frequent Pattern Mining
Language: en
Pages: 0
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2016-09-10 - Publisher: Springer

GET EBOOK

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of freq
Pattern Mining with Evolutionary Algorithms
Language: en
Pages: 199
Authors: Sebastián Ventura
Categories: Computers
Type: BOOK - Published: 2016-06-13 - Publisher: Springer

GET EBOOK

This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns,
Data Mining and Machine Learning
Language: en
Pages: 779
Authors: Mohammed J. Zaki
Categories: Business & Economics
Type: BOOK - Published: 2020-01-30 - Publisher: Cambridge University Press

GET EBOOK

New to the second edition of this advanced text are several chapters on regression, including neural networks and deep learning.
Data Streams
Language: en
Pages: 365
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2007-04-03 - Publisher: Springer Science & Business Media

GET EBOOK

This book primarily discusses issues related to the mining aspects of data streams and it is unique in its primary focus on the subject. This volume covers mini