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FASE
2009
Springer
14 years 4 months ago
Finding Loop Invariants for Programs over Arrays Using a Theorem Prover
Abstract. We present a new method for automatic generation of loop invariants for programs containing arrays. Unlike all previously known methods, our method allows one to generate...
Laura Kovács, Andrei Voronkov
ICTAI
2007
IEEE
14 years 4 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
ATVA
2007
Springer
162views Hardware» more  ATVA 2007»
14 years 4 months ago
Verifying Heap-Manipulating Programs in an SMT Framework
Automated software verification has made great progress recently, and a key enabler of this progress has been the advances in efficient, automated decision procedures suitable fo...
Zvonimir Rakamaric, Roberto Bruttomesso, Alan J. H...
COMPSAC
2005
IEEE
14 years 3 months ago
Goal-Oriented Test Data Generation for Programs with Pointer Variables
Automatic test data generation leads to the identification of input values on which a selected path or a selected branch is executed within a program (path-oriented vs goalorient...
Arnaud Gotlieb, Tristan Denmat, Bernard Botella
HICSS
2002
IEEE
150views Biometrics» more  HICSS 2002»
14 years 3 months ago
AUI: A Programming Language for Developing Plastic Interactive Software
With the proliferation of consumer computing devices with varied display and input characteristics, it has become desirable to develop interactive systems that are usable across m...
Kevin A. Schneider, James R. Cordy