Efficient management of feed resources using data mining techniques /

Title

Efficient management of feed resources using data mining techniques /

Creator

Rani, V Uma. - 0935015

Description

Feed is the largest input in any livestock enterprise and the rapid increase in feed prices and shortage of feed resources has been one of the major constraints for farmers, livestock industries, planners and the policy makers. This calls for prudent management of available resources and application of computing techniques can be one of the possible potential approaches. India is endowed with a wide range of feed resources varying widely in their composition and utility for different livestock species. Clustering of feed resource into different groups based on the composition can help in better feed management. To evaluate and to suggest a best technique for clustering feed resources, we have evaluated three clustering techniques viz. K-means, spectral k-means and auto spectral on two different data sets containing 236 and 106 feed resources with major constituents like crude protein, crude fiber ash, fat etc., .

Date

2022-05-19

Publisher

CHRIST (Deemed To Be University)

Subject

Computer Science

Format

PDF

Language

English

Type

MPhil