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» A Fast Decision Tree Learning Algorithm
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TCAD
2010
135views more  TCAD 2010»
14 years 8 months ago
DeFer: Deferred Decision Making Enabled Fixed-Outline Floorplanning Algorithm
In this paper, we present DeFer--a fast, high-quality, scalable, and nonstochastic fixed-outline floorplanning algorithm. DeFer generates a nonslicing floorplan by compacting a sli...
Jackey Z. Yan, Chris Chu
ICDM
2006
IEEE
169views Data Mining» more  ICDM 2006»
15 years 8 months ago
Privacy-Preserving Data Imputation
In this paper, we investigate privacy-preserving data imputation on distributed databases. We present a privacypreserving protocol for filling in missing values using a lazy deci...
Geetha Jagannathan, Rebecca N. Wright
ILP
2003
Springer
15 years 7 months ago
A Multi-relational Decision Tree Learning Algorithm - Implementation and Experiments
We describe an efficient implementation (MRDTL-2) of the Multi-relational decision tree learning (MRDTL) algorithm [23] which in turn was based on a proposal by Knobbe et al. [19] ...
Anna Atramentov, Hector Leiva, Vasant Honavar
IRI
2008
IEEE
15 years 8 months ago
Compound record clustering algorithm for design pattern detection by decision tree learning
Recovering design patterns applied in a system can help refactoring the system. Machine learning algorithms have been successfully applied in mining data patterns. However, one of...
Jing Dong, Yongtao Sun, Yajing Zhao
99
Voted
STOC
1996
ACM
104views Algorithms» more  STOC 1996»
15 years 6 months ago
On the Boosting Ability of Top-Down Decision Tree Learning Algorithms
Michael J. Kearns, Yishay Mansour