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» Set Constraints in Logic Programming
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ICTAI
2007
IEEE
14 years 2 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
CPAIOR
2010
Springer
14 years 29 days ago
Single-Facility Scheduling over Long Time Horizons by Logic-Based Benders Decomposition
Abstract. Logic-based Benders decomposition can combine mixed integer programming and constraint programming to solve planning and scheduling problems much faster than either metho...
Elvin Coban, John N. Hooker
ICANN
2009
Springer
14 years 2 months ago
Logics and Networks for Human Reasoning
We propose to model human reasoning tasks using completed logic programs interpreted under the three-valued Lukasiewicz semantics. Given an appropriate immediate consequence operat...
Steffen Hölldobler, Carroline Dewi Puspa Kenc...
POPL
2002
ACM
14 years 8 months ago
Functional logic overloading
Functional logic overloading is a novel approach to userdefined overloading that extends Haskell's concept of type classes in significant ways. Whereas type classes are conce...
Matthias Neubauer, Peter Thiemann, Martin Gasbichl...
ALGORITHMICA
2010
95views more  ALGORITHMICA 2010»
13 years 8 months ago
Homogeneous String Segmentation using Trees and Weighted Independent Sets
We divide a string into k segments, each with only one sort of symbols, so as to minimize the total number of exceptions. Motivations come from machine learning and data mining. F...
Peter Damaschke