Association Rule Mining on Progressive and High Dimensional Data: A Doubleton Pattern Mining Approach - Softcover

Prasanna, Dr K

Softcover

ISBN 10: 6203930806 ISBN 13: 9786203930801

Verlag: LAP LAMBERT Academic Publishing, 2021

Inhaltsangabe

Association Rule Mining plays a vital role in many significant data mining tasks such as Frequent pattern mining, associations, sequential patterns, closed and colossal patterns, etc. The exponential increase in the availability of progressive and high dimensional datasets such as microarray and gene expression data with varying features enables to study of the performance of association rule mining techniques for efficient rule discovery. This book emphasizes the assessment of the performance of discovering association rules with Doubleton Pattern Mining (DPM) methods for mining various types of frequent patterns from high dimensional progressive data sets.

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Dr K Prasanna received Ph.D. in CSE from JNTU-Hyderabad and currently working as Associate Professor in CSE, AITS, Rajampet. His research interests Data Mining, Artificial Intelligence, Machine Learning, and Data Science & Analytics. He is a recipient of the AICTE grant and has guided 2 Ph.D. He has authored 2 books and published several papers.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2021
• Sprache: Englisch
• ISBN 10: 6203930806
• ISBN 13: 9786203930801
• Einband: Taschenbuch
• Anzahl der Seiten: 200
• Kontakt zum Hersteller: Edicoes Nosso Conhecimento; customerservice@vdm-vsg.de; ; SIA; Riga; 1039; Litauen