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Multi-Threaded Implementation Of Association Rule Mining With Visualization Of The Pattern Tree, Eera Gupta
Multi-Threaded Implementation Of Association Rule Mining With Visualization Of The Pattern Tree, Eera Gupta
LSU Master's Theses
Motor Vehicle fatalities per 100,000 population in the United States has been reported to be 10.69% in the year 2012 as per NHTSA (National Highway Traffic Safety Administration). The fatality rate has increased by 0.27% in 2012 compared to the rate in the year 2011. As per the reports, there are many factors involved in increasing the fatality rate drastically such as driving under influence, testing while driving, and various other weather phenomena. Decision makers need to analyze the factors attributing to the increase in an accident rate to take implied measures. Current methods used to perform the data analysis …
Detection Of Interesting Traffic Accident Patterns By Association Rule Mining, Harisha Donepudi
Detection Of Interesting Traffic Accident Patterns By Association Rule Mining, Harisha Donepudi
LSU Master's Theses
In recent years, the accident rate related to traffic is high. Analyzing the crash data and extracting useful information from it can help in taking respective measures to decrease this rate or prevent the crash from happening. Related research has been done in the past which involved proposing various measures and algorithms to obtain interesting crash patterns from the crash records. The main problem is that large numbers of patterns were produced and vast number of these patterns would be obvious or not interesting. A deeper analysis of the data is required in order to get the interesting patterns. In …