Practical Applications of Data Mining

138 Chapter 3 ClassifiCation learning

The partial decision-tree approach described in Section 3.5 was primar-

ily based on the approach proposed in [Frank 1998]. [Skomorokhov 2000]

dealt with classification trees in APL, whereas [Buja 2001] focused on tree-

based regression and classification. [Sattler 2001], [Ankerst 1999], and [Ding

2002] discuss the decision-tree classification method, whereas [Stern 2004]

deals with a classification tree analysis. Application of the data classification

method to fraud detection is found in [Phua 2004] and [Bonchi 1999].

3.9 CHAPTER BIBLIOGRAPHY

[Ankerst 1999] Mihael Ankerst, Christian Elsen, Martin Ester, and Hans-Peter Krie-

gel: “Visual classification: an interactive approach to decision tree construction, ...