News Updates Thursday 14th Dec 2017 :
  • Welcome to International Press Corporation, world's leading publishers, We have served more than 10000+ authors
  • Articles are invited in engineering, science, technology, management, industrial engg, biotechnology etc.
  • Paper submission last date of Nov/Dec 2017 extended to 15 Dec 2017, Submit online or at editor.ijcet@inpressco.com
  • Our journals are indexed in University of Regensburg Germany, Google Scholar, Cross Reference data bases
  • Applications for reviewers are invited and can be sent directly to concerned editor's mail

Survey on Analysis and Prediction of Road Traffic Accident Severity Levels using Data Mining Techniques in Maharashtra, India


Author : Baye Atnafu and Gagandeep Kaur

Pages : 1973-1978
Download PDF
Abstract

Traffic accidents are the main cause of death as well as serious injuries in the world. India is among the emerging countries where the rate at which traffic accident occurs is more than the critical limit. As a human being, we all want to avoid traffic accidents and stay safe. In order to stay safe, careful analysis of roadway traffic accident data is important to find out factors that are related to fatal, grievous injury, minor injuries, and non-injury. For this purpose, there are a number of classification association rule mining algorithms. From these, the survey paper discusses the algorithms that show better performance in the previous studies and also the survey examines the most widely used data mining tools. The proposed model implements by using the algorithm that shows better performance during the experiment to overcome the shortcomings of previous studies on accident severity prediction. Road traffic accident historical data is obtained from National Highway Authority of India (NHAI).

Keywords: Road accident, data mining, random tree, J48, Naive Baye’s, association rule mining

Article published in International Journal of Current Engineering and Technology, Vol.7, No.6 (Nov/Dec 2017)

Call for Papers
  1. IJCET- Nov/Dec-2017 Issue

    Submission Last Date extended to
    15 Dec 2017
  2. IJTT-Dec-2017
  3. IJAIE-Dec-2017
  4. IJCSB-Dec-2017
  • Inpressco Google Scholar
  • Inpressco Science Central
  • Inpressco Global impact factor
  • Inpressco aap

International Press corporation is licensed under a Creative Commons Attribution-Non Commercial NoDerivs 3.0 Unported License
©2010-2017 INPRESSCO® All Rights Reserved