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2003 | OriginalPaper | Buchkapitel

On the Road to Knowledge

Mining 21 years of UK traffic accident reports

verfasst von : Peter Flach, Hendrik Blockeel, Thomas Gärtner, Marko Grobelnik, Branko Kavšek, Martin Kejkula, Darek Krzywania, Nada Lavrač, Peter Ljubič, Dunja Mladenić, Steve Moyle, Stefan Raeymaekers, Jan Rauch, Simon Rawles, Rita Ribeiro, Gert Sclep, Jan Struyf, Ljupčo Todorovski, Luis Torgo, Dietrich Wettschereck, Shaomin Wu

Erschienen in: Data Mining and Decision Support

Verlag: Springer US

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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.

Metadaten
Titel
On the Road to Knowledge
verfasst von
Peter Flach
Hendrik Blockeel
Thomas Gärtner
Marko Grobelnik
Branko Kavšek
Martin Kejkula
Darek Krzywania
Nada Lavrač
Peter Ljubič
Dunja Mladenić
Steve Moyle
Stefan Raeymaekers
Jan Rauch
Simon Rawles
Rita Ribeiro
Gert Sclep
Jan Struyf
Ljupčo Todorovski
Luis Torgo
Dietrich Wettschereck
Shaomin Wu
Copyright-Jahr
2003
Verlag
Springer US
DOI
https://doi.org/10.1007/978-1-4615-0286-9_12