Demographic Data Assessment using Novel 3DCCOM Spatial Hierarchical Clustering: A Case Study of Sonipat Block, Haryana
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 9
Abstract
Cluster detection is a tool employed by GIS scientists who specialize in the field of spatial analysis. This study employed a combination of GIS, RS and a novel 3DCCOM spatial data clustering algorithm to assess the rural demographic development strategies of Sonepat block, Haryana, India. This Study is undertaken in the rural and rural-based district in India to demonstrate the integration of village-level spatial and non-spatial data in GIS environment using Hierarchical Clustering. Spatial clusters of living standard parameters, including family members, male and female population, sex ratio, total male and female education ratio etc. The paper also envisages future development and usefulness of this community GIS, Spatial data clustering tool for grass-root level planning. Any data that shows geographic (spatial) variability can be subject to cluster analysis.
Authors and Affiliations
Mamta Malik , Dr. Parvinder Singh , Dr. A. K. Sharma
Identification and Removal of Impulsive noise using Hypergraph Model
Image noise is unwanted information of an image. Noise can occur during image capture, transmission, or processing and it may depend or may not depend on image content.. In order to remove the noise from the noisy image,...
An Efficient Semantic Model For Concept Based Clustering And Classification
Usually in text mining techniques the basic measures like term frequency of a term (word or phrase) is computed to compute the importance of the term in the document. But with statistical analysis, the original semantics...
Conditioned slicing-Based Pre-Reduction Technique for efficient MDG Model-checker
Integrating formal verification techniques into the hardware design process provides the means to rigorously prove critical properties. However, most automatic verification techniques, such as model checking, are only ef...
RISK BASED TESTING A Fuzzy Approach
Earlier Testers used to concentrate on only functionality, usability or performance sort of testing. Many of these derived by the customer’s desire or need. Same thing was with the risk based testing. If an application u...
ZigBee Based Industrial Automation Profile for Power Monitoring Systems
Industrial automations which are mostly depend upon the power systems & which requires distance controlled and regulated systems. Mostly voltage and current equipped parameters along with power and energy management...