Hetal Bhavsar

Broschiertes Buch

SNNAE - An Illustration on Efficient Scaling of Clustering Algorithm

Beschreibung

This book discusses about analysis and design of an efficient clustering algorithm titled -'Shared Nearest Neighbor Algorithm with Enclosures (SNNAE)'. The main focus of the book is on the issues related to the analysis of various clustering algorithms like K-means, DBSCAN and SNN, and to identify their limitations. The proposed SNNAE algorithm is designed to solve these problems. It is based on density, and k-nearest neighbor approach. It has been proved as a scalable approach for clustering.

Autor

Hetal Bhavsar did her master¿s in CSE from DD University, PhD from CHARUSAT University, India. She has 18+ years of teaching experience and currently working as an Assistant Professor at The M. S. University of Baroda. She has published 20+ papers in many journals of repute and at int. conferences. Her area of research are Data Mining and Big Data.

Produktdetails

• Verlag: LAP Lambert Academic Publishing
• Seitenzahl: 132
• Erscheinungstermin: 5. November 2018
• Englisch
• Abmessung: 220mm x 150mm x 8mm
• Gewicht: 215g
• ISBN-13: 9786139945528
• ISBN-10: 6139945526
• Artikelnr.: 54660771