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Title: Climate Prediction

Essay Details

Subject: Technology
Author: Charlotte P
Date: November 18, 2012
Level: University
Grade: A
Length: 7 / 1828
No of views: 0
Essay rating: good 0, average 0, bad 0 (total score: 0)

Essay text:

The statistical and mathematical models are then used for further climate predictions. In this paper we are going to develop a system that uses the historical weather data (Rain, Wind speed, Dew point, temperature etc) of a region and applies data mining algorithm “k–nearest neighbor (KNN)” for classification of these historical data into specific time span, the k nearest time spans (K nearest Neighbors) are then taken to predict the weather a month in advance...

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The experiments show that the system generates accurate result within reasonable time for a month in advance. Objectives The motivation behind the research is to extend the application of Data Mining to the field of meteorology, oceanography and climatology. This will open a new era in the field of Data Mining and climate prediction...

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