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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
ICLP
2004
Springer
14 years 3 months ago
Multi-agent Coordination as Distributed Logic Programming
A novel style of multi-agent system specification and deployment is described, in which familiar methods from computational logic are re-interpreted to a new context. One view of ...
David Robertson
ILP
2003
Springer
14 years 2 months ago
Query Optimization in Inductive Logic Programming by Reordering Literals
Query optimization is used frequently in relational database management systems. Most existing techniques are based on reordering the relational operators, where the most selective...
Jan Struyf, Hendrik Blockeel
DATE
1997
IEEE
75views Hardware» more  DATE 1997»
14 years 1 months ago
Using constraint logic programming in memory synthesis for general purpose computers
In modern computer systems the performance is dominated by the memory performance. Currently, there is neither a systematic design methodology nor a tool for the design of memory ...
Renate Beckmann, Jürgen Herrmann
ICLP
2010
Springer
14 years 1 months ago
Logic Programming Foundations of Cyber-Physical Systems
Cyber-physical systems (CPS) are becoming ubiquitous. Almost every device today has a controller that reads inputs through sensors, does some processing and then performs actions t...
Neda Saeedloei