Clustering the Indian States on the Basis of Agriculture Produce of KHARIF and RABI Crops
Journal Title: International Journal of Electronics Communication and Computer Technology - Year 2012, Vol 2, Issue 2
Abstract
Agriculture arguably the backbone of India’s economy is highly dependent on spatial and temporal distribution of monsoon rainfalls. This paper represents the concept of clustering and use the centroid based technique k-means algorithm. The data of foodgrain production of Kharif and Rabi during the last 10 years has been obtained from [6]. Use the k-means algorithm on the gathered data to generate the clusters of Indian states which gives the similar productions of crops. The states in India have been clustered into 3 clusters using k-means clustering algorithm. The experiments done in SPSS indicate that some states fall into the same cluster as per the produce of Rabi and some fall into the same cluster as per the produce of Kharif crops.
Authors and Affiliations
Raj Kumar Tripathi| Central University of Rajasthan, Rajasthan, India kumarnraj89@gmail.com, Nishtha Kesswani| Central University of Rajasthan, Rajasthan, India nishtha@curaj.ac.in
Keywords
Related Articles
- EP ID EP8276
- DOI -
- Views 638
- Downloads 32
FPGA Based Implementation of Genetic Algorithm Using VHDL
The research on genetic algorithm is normally concentrate on software Implementation, which is always restricted in term of high real time by computer system because it is serial calculation. This paper introduces a hard...
Baysian Imaging Concepts for Smart Fracture Detection in X-Ray Images
X-ray imaging is a traditional method for detecting fracture for ages. This project paves way for enhancement rather than replacement of the existing technology. It is a step towards thinking beyond digitization of X-ray...
Design a Circular Microstrip Patch Antenna for Dual Band
This paper presents a circular patch microstrip antenna operate in dual band (1.66 GHz and 2.777GHz). The proposed Circular patch antenna will be in light weight, flexible, slim and compact unit compare with current ante...
A Web Usage Mining Framework for Business Intelligence
In this paper, we introduce a web mining solution to business intelligence to discover hidden patterns and business strategies from their customer and web data. We propose a new framework based on web mining technology....
An Efficient Technique of Image Clustering using Limited Devices
Data mining technique provides several facilities to facilitate several tasks related with large amount of data. Among these tasks the very common ones are association rule mining, classification and clustering. Clusteri...