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AAAI
1994
13 years 6 months ago
Recovering Software Specifications with Inductive Logic Programming
We consider using machine learning techniques to help understand a large software system. In particular, we describe how learning techniques can be used to reconstruct abstract Da...
William W. Cohen
APLAS
2010
ACM
13 years 5 months ago
Reasoning about Computations Using Two-Levels of Logic
We describe an approach to using one logic to reason about specifications written in a second logic. One level of logic, called the "reasoning logic", is used to state th...
Dale Miller
AADEBUG
1993
Springer
13 years 9 months ago
Debugging Logic Programs Using Specifications
Yuh-Jeng Lee, Nachum Dershowitz
IUI
1999
ACM
13 years 9 months ago
Programming by Demonstration: An Inductive Learning Formulation
Although Programming by Demonstration (PBD) has the potential to improve the productivity of unsophisticated users, previous PBD systems have used brittle, heuristic, domain-speci...
Tessa A. Lau, Daniel S. Weld
POPL
2008
ACM
14 years 5 months ago
Relational inductive shape analysis
alyses are concerned with precise abstractions of the heap to capture detailed structural properties. To do so, they need to build and decompose summaries of disjoint memory regio...
Bor-Yuh Evan Chang, Xavier Rival