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» The use of industrial-strength formal methods
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TKDE
2012
207views Formal Methods» more  TKDE 2012»
13 years 9 months ago
Mining Web Graphs for Recommendations
—As the exponential explosion of various contents generated on the Web, Recommendation techniques have become increasingly indispensable. Innumerable different kinds of recommend...
Hao Ma, Irwin King, Michael R. Lyu
SAS
1999
Springer
106views Formal Methods» more  SAS 1999»
15 years 10 months ago
Translating Out of Static Single Assignment Form
Programs represented in Static Single Assignment (SSA) form contain phi instructions (or functions) whose operational semantics are to merge values coming from distinct control flo...
Vugranam C. Sreedhar, Roy Dz-Ching Ju, David M. Gi...
MKM
2009
Springer
16 years 1 months ago
Combined Decision Techniques for the Existential Theory of the Reals
Methods for deciding quantifier-free non-linear arithmetical conjectures over R are crucial in the formal verification of many realworld systems and in formalised mathematics. Wh...
Grant Olney Passmore, Paul B. Jackson
ICML
2004
IEEE
16 years 7 months ago
Learning and evaluating classifiers under sample selection bias
Classifier learning methods commonly assume that the training data consist of randomly drawn examples from the same distribution as the test examples about which the learned model...
Bianca Zadrozny
CAV
2005
Springer
122views Hardware» more  CAV 2005»
16 years 3 days ago
Interpolant-Based Transition Relation Approximation
Abstract. In predicate abstraction, exact image computation is problematic, requiring in the worst case an exponential number of calls to a decision procedure. For this reason, sof...
Ranjit Jhala, Kenneth L. McMillan