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The causes of such accidents are attributed to road characteristic and condition, driving faults, driving conditions or traffic environmental factors and defects or functional failure in vehicle mechanism. Studies have focused primarily on these factors without associating the \u2018weather' which has been reported as in a work but as an isolated factor without including the above three. This work includes all the four stated factors in modelling the driver assistance system for automatic speed control with warning system module. Further, to predict accident rates in a particular region a model using adaptive neuro fuzzy inference system (ANFIS) is proposed in this work, which may be used by the vehicle manufactures to select the right product variant to minimise accidents.<\/p>","DOI":"10.4018\/ijaci.2019010104","type":"journal-article","created":{"date-parts":[[2018,10,8]],"date-time":"2018-10-08T13:18:26Z","timestamp":1539004706000},"page":"61-77","source":"Crossref","is-referenced-by-count":0,"title":["Modelling of Safe Driving Assistance System for Automotive and Prediction of Accident Rates"],"prefix":"10.4018","volume":"10","author":[{"given":"Debraj","family":"Bhattacharjee","sequence":"first","affiliation":[{"name":"Rajendra Mishra School of Engineering Entrepreneurship, IIT Kharagpur, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Prabha","family":"Bhola","sequence":"additional","affiliation":[{"name":"Rajendra Mishra School of engineering Entrepreneurship, IIT Kharagpur, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pranab K.","family":"Dan","sequence":"additional","affiliation":[{"name":"Rajendra Mishra School of engineering Entrepreneurship, IIT Kharagpur, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"issue":"2","key":"IJACI.2019010104-0","first-page":"225","article-title":"Road accident models with two threshold levels of fuzzy linear regression.","volume":"3","author":"L.Abdullah","year":"2012","journal-title":"Journal of Emerging Trends in Computing and Information Sciences"},{"key":"IJACI.2019010104-1","doi-asserted-by":"publisher","DOI":"10.1016\/j.fuel.2016.04.112"},{"key":"IJACI.2019010104-2","doi-asserted-by":"publisher","DOI":"10.1016\/S0033-3506(00)00306-1"},{"key":"IJACI.2019010104-3","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-6427-2_6"},{"key":"IJACI.2019010104-4","unstructured":"Chikkakrishna, N. 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