Novel Usage of Gujarati Calendar in Temporal Association Rule Mining for Temperature Analysis of Surat, India

Vikram samwat Gujarati Calendar is the well known and ancient calendar used by Gujarati's in India which is following the time period of the successive return of the moon in conjunction or opposition to the sun in relation to the earth. The data mining technique retrieves the knowledge from the data without any pre hypothesis. This research is to apply computer intelligence to analyze the association of one of the weather parameter temperature according to this calendar using temporal association rule mining. The experiment result proves that there exist the special associations between weather parameters and this calendar which can provide new insight to the researchers of this area and does not require any extra expertise in weather.