Sciweavers

LOPSTR
2007
Springer
13 years 10 months ago
A Flexible, (C)LP-Based Approach to the Analysis of Object-Oriented Programs
Static analyses of object-oriented programs usually rely on intermediate representations that respect the original semantics while having a more uniform and basic syntax. Most of t...
Mario Méndez-Lojo, Jorge Navas, Manuel V. H...
ICTAI
2007
IEEE
13 years 10 months ago
ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
In this paper we developed an Inductive Logic Programming (ILP) based framework ExOpaque that is able to extract a set of Horn clauses from an arbitrary opaque machine learning mo...
Yunsong Guo, Bart Selman
BIRTHDAY
2009
Springer
13 years 11 months ago
Combinatorial Problems for Horn Clauses
Given a family of Horn clauses, what is the minimal number of Horn clauses implying all other clauses in the family? What is the maximal number of Horn clauses from the family wit...
Marina Langlois, Dhruv Mubayi, Robert H. Sloan, Gy...