On Certain Patterns of Self Help Group Data: Using Clustering Approach - Softcover

Sajeev, B.U.

Softcover

ISBN 10: 3659556459 ISBN 13: 9783659556456

Verlag: LAP LAMBERT Academic Publishing, 2014

Inhaltsangabe

Databases are growing in size to a stage where traditional techniques for analysis and visualization of the data are breaking down. In this book, knowledge of cluster analysis is applied to a socially relevant problem in India – Self Help Group (SHG). SHG has emerged as one of the most important models of socioeconomic development endeavours, particularly those aimed at women’s empowerment, livelihoods strengthening and poverty alleviation. Cluster analysis is used to evaluate the performance of SHG groups. K-Means and Fuzzy C-Means algorithms are used to evaluate the financial status, socioeconomic, loan pattern and financial inclusion of SHG members. New algorithms namely Modified K-Means, Modified Fuzzy C-Means and Hybrid of K-Means and Fuzzy C-Means is used to evaluate various parameters of SHG data. These algorithms are also used to study the impact analysis of financial inclusion through SHG bank linkage. Cluster analysis is found to be very efficient, easy and reliable tool than statistical methods in data analysis.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr.Sajeev B.U,MSc,MCA,M.Tech(CS),Ph.D with 25 years of experience in teaching and research. He is the receipient of Bharat Ratna Jawaharlal Nehru Gold Medal award instituted by [GEPRA],Chennai, for his outstanding service, achievement and contribution to education and research.His area of research include datamining, Fuzzy logics, Image processing

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2014
• Sprache: Englisch
• ISBN 10: 3659556459
• ISBN 13: 9783659556456
• Einband: Taschenbuch
• Anzahl der Seiten: 168
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar