SNNAE - An Illustration on Efficient Scaling of Clustering Algorithm

ISBN-13: 9786139945528 / Angielski / Miękka / 2018 / 132 str.

Hetal Bhavsar

Opis

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.

O autorze

Bhavsar, Hetal
Hetal Bhavsar did her master's in CSE from DD University and PhD from CHARUSAT University, India. She has more than 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 and coferences. Her area of interest is Data Mining & Big Data.