- Numeric Association Rules (1D)
Takeshi Fukuda, "Efficient algorithms for finding optimized
association rules for numeric attributes", Transactions of
IPSJ, Vol. 37, No. 6, pages 945-953, June 1996
- Generalized 1D Numeric Association Rules
Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, and
Takeshi Tokuyama. "Interval Finding and its Application to Data
Mining," IEICE Transaction on Fundamentals of Electronics,
Communications and Computer Sciences, Vol. E80-A, No. 4, April
1997
- Decision Tree Induction using Region Splitting
Yasuhiko Morimoto, Takeshi Fukuda, Shinichi Morishita, and
Takeshi Tokuyama. "Implementation and evaluation of decision
trees with range and region splitting," Constraint,
2(3/4):163-189, December 1997.
- Numeric Association Rules (1D)
Hirofumi Matsuzawa, Takeshi Fukuda, "Paralle Processing of Multiple
Aggregate Queries on Shared-Nothing Multiprocessors",
Transactions of IEICE, Vol. J82-D-I, No. 1, pages 98-110,
January 1999. (In Japanese)
- Optimized Numeric Association Rules (1D)
Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, and Takeshi
Tokuyama, "Mining Optimized Association Rules for Numeric
Attributes", Journal of Computer and System Sciences (JCSS),
Special issue on the 15th ACM SIGACT-SIGMOD-SIGART Symposium on
Principles of Database Systems, Vol.58, No. 1, 1999.
- Optimized Numeric Association Rules (2D)
Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, and
Takeshi Tokuyama, "Data Mining with Two-dimensional Association
Rules", ACM Transactions on Database Systems (TODS),
Volume 26 , Issue 2, pp. 179 - 213, June 2001.
- Regression Tree Induction using Region Splitting
Yasuhiko Morimoto, Hiromu Ishii, and Shinichi Morishita: "Efficient
Construction of Regression Trees with Range and Region
Splitting." accepted to appear in Machine Learning.
- Numeric Association Rules (1D)
Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, and
Takeshi Tokuyama. "Mining Optimized Association Rules for
Numeric Attributes," Proceedings of the 15th ACM
SIGACT-SIGMOD-SIGART Symposium on Principles of Database
Systems, Montreal, Canada, pages 182-191, June 1996, ACM Press.
Full version of this paper was invited to a
special issue of the Journal of Computer and Systems Science
for selected papers from the PODS96.
- Numeric Association Rules (2D)
Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, and
Takeshi Tokuyama. "Data Mining Using Two-Dimensional Optimized
Association Rules: Scheme, Algorithms, and Visualization,"
Proceedings of the 1996 ACM SIGMOD International Conference on
Management of Data, Montreal, Canada, pages 13-23, June 1996,
ACM Press
- DB SONAR System
Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, and
Takeshi Tokuyama. "SONAR: System for Optimized Numeric
Association Rules," Proceedings of the 1996 ACM SIGMOD
International Conference on Management of Data, Montreal,
Canada, pages 553, June 1996, ACM Press
- Decision Tree using Region Splitting
Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, and
Takeshi Tokuyama. "Constructing Efficient Decision Trees by
Using Optimized Numeric Association Rules," Proceedings of VLDB
96, VLDB Endowment, Bombay, India, September 1996
- One-Dimensional Numeric Association Rules
Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita and
Takeshi Tokuyama."Interval Finding and Its Application to
Data Mining," Proceedings of the 7th International
Symposium, ISACC '96.,pages 55-64, Osaka, Japan, December
1996.
- Regression Tree using Region Splitting
Yasuhiko Morimoto, Hiromu Ishii, and Shinichi Morishita,
"Efficient Construction of Regression Trees with Range and
Region Splitting," Proceedings of VLDB 1997 VLDB Endowment,
Athens, Greece, August 1997
- Rectilinear Convex Region
Kunikazu Yoda, Takeshi Fukuda, Yasuhiko Morimoto, Shinichi
Morishita, and Takeshi Tokuyama. "Computing Optimized
Rectilinear Regions for Association Rules," Proceedings of
Knowledge Discovery and Data Mining 1997 (KDD '97), AAAI,
Newport Beach, USA, August 1997, AAAI Press
- Parallel Algorithms for Multiple Aggregate Queries
Takeshi Fukuda and Hirofumi Matsuzawa, "Parallel Processing of
Multiple Aggregate Queries on Shared-nothing multiprocessors,"
Proceedings of the 6th International Conference of Extending
Database Technology (EDBT '98), Valencia, Spain, March 1998
- Optimal Binary Segmentation
Yasuhiko Morimoto, Takeshi Fukuda, Hirofumi Matsuzawa, Kunikazu
Yoda and Takeshi Tokuyama, "Algorithms for Mining Association
Rules for Binary Segmentations of Huge Categorical Databases,"
To appear in Proceedings of VLDB 98, New York, USA, August
1998
