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Presentation of clustering-classification heuristic method for improvement accuracy in classification of severity of road accidents in Iran.
- Source :
-
Safety Science . Dec2013, Vol. 60, p142-150. 9p. - Publication Year :
- 2013
-
Abstract
- Highlights: [•] This paper addresses a new clustering-classification method for classifying the severity of road accidents in Iran. [•] k-Means and some classification methods are used for running numerical experiments. [•] Some activation functions have been used for training the neural networks. The results of them are compared together. [•] Also, the accuracy of classification is compared by using different approaches in k-mean. [•] Silhouette technique was used to confirm the validity of the clusters. [Copyright &y& Elsevier]
Details
- Language :
- English
- ISSN :
- 09257535
- Volume :
- 60
- Database :
- Academic Search Index
- Journal :
- Safety Science
- Publication Type :
- Academic Journal
- Accession number :
- 90008542
- Full Text :
- https://doi.org/10.1016/j.ssci.2013.06.008