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DATAMINE
2010
166views more  DATAMINE 2010»
15 years 23 days ago
Optimal constraint-based decision tree induction from itemset lattices
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
Siegfried Nijssen, Élisa Fromont
ICDM
2006
IEEE
169views Data Mining» more  ICDM 2006»
15 years 6 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
74
Voted
ICML
1995
IEEE
15 years 4 months ago
Theory and Applications of Agnostic PAC-Learning with Small Decision Trees
Peter Auer, Robert C. Holte, Wolfgang Maass
72
Voted
ML
2007
ACM
15 years 5 days ago
Optimal dyadic decision trees
Gilles Blanchard, Christin Schäfer, Yves Roze...