On the road to knowledge: mining 21 years of UK traffic accident reports
, L. Todorovski, L. Torgo, H. Blockeel, D. Wettschereck, S. Wu
, T. Gartner, M. Grobelnik, B. Kavsek, M. Kejkula, D. Krzywania, D. Mladenic, N. Lavrac, P. Ljubic, S. Moyle, S. Raeymaekers, J. Rauch, S. Rawles
, R. Ribeiro, G. Sclep, J. Struyf, On the road to knowledge: mining 21 years of UK traffic accident reports
. Chapter in Data Mining and Decision Support: Aspects of Integration and Collaboration
. ISBN 1-4020-7388-7, pp. 143–155. January 2003. No electronic version available. External information
In this chapter we describe our experience with mining a large multi-relational database of traffic accident reports. We applied a range of data mining techniques to this dataset, including text mining, clustering of time series, subgroup discovery, multi-relational data mining, and association rule learning. We also describe a collaborative data mining challenge on part of the dataset.