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PAKDD
1999
ACM
149views Data Mining» more  PAKDD 1999»
15 years 11 months ago
An Analysis of Quantitative Measures Associated with Rules
In this paper, we analyze quantitative measures associated with if-then type rules. Basic quantities are identified and many existing measures are examined using the basic quantit...
Yiyu Yao, Ning Zhong
RSFDGRC
1999
Springer
117views Data Mining» more  RSFDGRC 1999»
15 years 11 months ago
A Generalized Decision Logic in Interval-Set-Valued Information Tables
Abstract. A generalized decision logic in interval-set-valued information tables is introduced, which is an extension of decision logic studied by Pawlak. Each object in an interva...
Y. Y. Yao, Qing Liu
KDD
1998
ACM
212views Data Mining» more  KDD 1998»
15 years 11 months ago
Learning to Predict Rare Events in Event Sequences
Learning to predict rare events from sequences of events with categorical features is an important, real-world, problem that existing statistical and machine learning methods are ...
Gary M. Weiss, Haym Hirsh
KDD
1994
ACM
140views Data Mining» more  KDD 1994»
15 years 11 months ago
A Comparison of Pruning Methods for Relational Concept Learning
Pre-Pruning and Post-Pruning are two standard methods of dealing with noise in concept learning. Pre-Pruning methods are very efficient, while Post-Pruning methods typically are m...
Johannes Fürnkranz
ACNS
2009
Springer
118views Cryptology» more  ACNS 2009»
15 years 11 months ago
Efficient Robust Private Set Intersection
Computing Set Intersection privately and efficiently between two mutually mistrusting parties is an important basic procedure in the area of private data mining. Assuring robustnes...
Dana Dachman-Soled, Tal Malkin, Mariana Raykova, M...