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» A Binary Decision Tree Abstract Domain Functor
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BIRTHDAY
2010
Springer
14 years 3 months ago
A Scalable Segmented Decision Tree Abstract Domain
Domain Patrick Cousot2,3 , Radhia Cousot1,3 , and Laurent Mauborgne3,4 1 Centre National de la Recherche Scientifique 2 Courant Institute of Mathematical Sciences, New York Univer...
Patrick Cousot, Radhia Cousot, Laurent Mauborgne
CAV
1999
Springer
104views Hardware» more  CAV 1999»
14 years 3 months ago
On the Representation of Probabilities over Structured Domains
Abstract. In this paper we extend one of the main tools used in veri cation of discrete systems, namely Binary Decision Diagrams (BDD), to treat probabilistic transition systems. W...
Marius Bozga, Oded Maler
APPROX
2008
Springer
245views Algorithms» more  APPROX 2008»
14 years 27 days ago
Approximating Optimal Binary Decision Trees
Abstract. We give a (ln n + 1)-approximation for the decision tree (DT) problem. An instance of DT is a set of m binary tests T = (T1, . . . , Tm) and a set of n items X = (X1, . ....
Micah Adler, Brent Heeringa
KDD
1999
ACM
185views Data Mining» more  KDD 1999»
14 years 3 months ago
Visual Classification: An Interactive Approach to Decision Tree Construction
Satisfying the basic requirements of accuracy and understandability of a classifier, decision tree classifiers have become very popular. Instead of constructing the decision tree ...
Mihael Ankerst, Christian Elsen, Martin Ester, Han...
SAS
2010
Springer
149views Formal Methods» more  SAS 2010»
13 years 9 months ago
Boxes: A Symbolic Abstract Domain of Boxes
Symbolic Abstract Domain of Boxes Arie Gurfinkel and Sagar Chaki Carnegie Mellon University Abstract. Numeric abstract domains are widely used in program analyses. The simplest nu...
Arie Gurfinkel, Sagar Chaki