After data preprocessing, Apriori and Predictive Apriori association rules algorithms were utilized to matlab dataset with the intention to discover matlab link among recorded injuries’ elements to twist of fate severity in Dubai. Two sets of class organization rules were generated employing matlab two algorithms and summarized to get matlab most appealing rules employing technical measures. Empirical results confirmed that matlab class organization rules generated by Apriori set of rules were more effective than the ones generated by Predictive Apriori set of rules. More associations among twist of fate factors and accident severity stage were explored when making use of Apriori set of rules. Keywords: Association Rule Mining, Apriori, Predictive Apriori, Dubai Traffic Accidents References:1. Adeyemi Adejuwon, Amir Mosavi, “Domain Driven Data Mining Application to Business”, IJCSI International Journal of Computer Science Issues, Vol. These changes can augment engineering baby’s lifespan and cure many dangerous illnesses that they in the beginning may must overcome. With this new research, matlab gives everybody engineering glimpse of engineering very promising destiny. ReferencesBirths, Deaths in Canada. n. d.