A Data Mining Clustering Approach for Traffic Accident Analysis of National Highway-1

Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Data Management
Format: PDF
Classifying the main causative aspects to traffic accidents and their harshness will assist highway safety development ingenuities by better capability design and learning program to address the needs due to the changes in demographics. The traffic accidents data used in this paper has been together over the last 6 months on the rural highways and urban streets from NH-1, Delhi-Amritsar (India). In order to determine the major factors contributing to traffic accidents and their severity, the authors present a data mining algorithms using K-Means and SOM clustering algorithms to analyze the traffic accidents data.

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