Learning the Classification of Traffic Accident Types

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Beshah:2012:INCoS,
  author =       "Tibebe Beshah and Dejene Ejigu and Pavel Kromer and 
                 Vaclav Snasel and Jan Platos and Ajith Abraham",
  booktitle =    "4th International Conference on Intelligent Networking
                 and Collaborative Systems, INCoS 2012",
  title =        "Learning the Classification of Traffic Accident
                 Types",
  year =         "2012",
  pages =        "463--468",
  DOI =          "doi:10.1109/iNCoS.2012.75",
  abstract =     "This paper presents an application of evolutionary
                 fuzzy classifier design to a road accident data
                 analysis. A fuzzy classifier evolved by the genetic
                 programming was used to learn the labelling of data in
                 a real world road accident data set. The symbolic
                 classifier was inspected in order to select important
                 features and the relations among them. Selected
                 features provide a feedback for traffic management
                 authorities that can exploit the knowledge to improve
                 road safety and mitigate the severity of traffic
                 accidents.",
  keywords =     "genetic algorithms, genetic programming, data
                 analysis, fuzzy set theory, learning (artificial
                 intelligence), pattern classification, road accidents,
                 road traffic, traffic engineering computing,
                 evolutionary fuzzy classifier design, feature
                 selection, machine learning, real world road accident
                 data set, road accident data analysis, road safety
                 improvement, symbolic classifier, traffic accident
                 severity mitigation, traffic accident type
                 classification, traffic management authorities,
                 Accidents, Biological cells, Indexes, Injuries,
                 Labeling, Vehicles, fuzzy rules, machine learning,
                 traffic accidents",
  notes =        "Also known as \cite{6337959}",
}

Genetic Programming entries for Tibebe Beshah Dejene Ejigu Pavel Kromer Vaclav Snasel Jan Platos Ajith Abraham

Citations