Decision tree construction from multidimensional structured data

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2006, Pages 237-241

  Watanuma, Tomoki ^a   Ozaki, Tomonobu ^a   Ohkawa, Takenao ^a  

^a KOBE UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DECISION TREES;

CLOSED PATTERN; DECISION TREE CONSTRUCTION; REAL-WORLD; STRUCTURED DATA;

TREES (MATHEMATICS);

EID: 78449313655     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icdmw.2006.57     Document Type: Conference Paper

References (10)

1. 2 - Decision Trees for Tree Structured Data, Proc. of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), pp.46-58, 2005.
2. Yun Chi, Yi Xia, Yirong Yang and Richard R. Muntz. Mining Closed and Maximal Frequent Subtrees from Databases of Labeled Rooted Trees, IEEE Transactions on Knowledge and Data Engineering, Vol.17, No.2, pp.190-202, 2005.
3. Amanda Clare, Andreas Karwath and Wenjin Lu. ILP Challenge 2005, http://www.protein-logic.com/-index.html
4. Bing Liu, Wynne Hsu and Yiming Ma, Integrating Classification and Association Rule Mining, Proc. of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), pp.80-86, 1998.
5. Huma Lodhi, Stephen Muggleton. Is Mutagenesis Still Challenging? Inductive Logic Programming, 15th International Conference, ILP 2005, Late-Breaking Papers, pp.35-40, 2005.
6. Shinichi Morishita and Jun Sese. Traversing Item-set Lattices with Statistical Metric Pruning, Proc. of the Nineteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS'00), pp.226-236, 2000.
7. Shan-Hwei Nienhuys-Cheng and Ronald de Wolf. Foundations of Inductive Logic Programming, LNAI 1228, Springer-Verlag, 1997.
8. J. Ross Quinlan. C4.5: Programs for Machine Learning, Morgan Kaufmann, 1993.
9. Ashwin Srinivasan. The Aleph Manual, http://web.comlab.ox.ac.uk/oucl/ research/areas/machlearn/Aleph/aleph toc.html
10. Albrecht Zimmermann and Luc De Raedt. CorClass: Correlated Association Rule Mining for Classification, Proc. of Seventh International Conference on Discovery Science (DS'04), pp.60-72, 2004.