Accident Analysis by Using Data Mining Techniques

Anglický jazyk

Accident Analysis by Using Data Mining Techniques

Vydavateľstvo: GRIN Verlag
Rok vydania: 2018
Formát: Paperback
Rozmer: 210 x 148 mm
Jazyk: Anglický jazyk
ISBN: 9783668613089

Na objednávku, dodanie 2-4 týždne

44.37 €

bežná cena: 49.30 €

O knihe

Master's Thesis from the year 2017 in the subject Computer Science - Miscellaneous, 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.