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Accident Analysis by Using Data Mining Techniques

Download or Read eBook Accident Analysis by Using Data Mining Techniques PDF written by Prayag Tiwari and published by GRIN Verlag. This book was released on 2018-01-16 with total page 82 pages. Available in PDF, EPUB and Kindle.
Accident Analysis by Using Data Mining Techniques
Author :
Publisher : GRIN Verlag
Total Pages : 82
Release :
ISBN-10 : 9783668613072
ISBN-13 : 3668613079
Rating : 4/5 (72 Downloads)

Book Synopsis Accident Analysis by Using Data Mining Techniques by : Prayag Tiwari

Book excerpt: Master's Thesis from the year 2017 in the subject Computer Sciences - Industry 4.0, grade: 5.0/5.0, , course: Computer Science and Engineering, language: English, abstract: Accident data analysis is one of the prime interests in the present era. Analysis of accident is very essential because it can expose the relationship between the different types of attributes that commit to an accident. Road, traffic and airplane accident data have different nature in comparison to other real world data as accidents are uncertain. Analyzing diverse accident dataset can provide the information about the contribution of these attributes which can be utilized to deteriorate the accident rate. Nowadays, Data mining is a popular technique for examining the accident dataset. In this study, Association rule mining, different classification, and clustering techniques have been implemented on the dataset of the road, traffic accidents, and an airplane crash. Achieved result illustrated accuracy at a better level and found many different hidden circumstances that would be helpful to deteriorate accident ratio in near future.


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