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» Abstract Syntax and Logic Programming
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DIS
2005
Springer
15 years 8 months ago
Support Vector Inductive Logic Programming
Abstract. In this paper we explore a topic which is at the intersection of two areas of Machine Learning: namely Support Vector Machines (SVMs) and Inductive Logic Programming (ILP...
Stephen Muggleton, Huma Lodhi, Ata Amini, Michael ...
221
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POPL
2007
ACM
16 years 2 months ago
Logic-flow analysis of higher-order programs
This work presents a framework for fusing flow analysis and theorem proving called logic-flow analysis (LFA). The framework itthe reduced product of two abstract interpretations: ...
Matthew Might
JMLR
2008
127views more  JMLR 2008»
15 years 2 months ago
Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming
The use of computational models is increasingly expected to play an important role in predicting the behaviour of biological systems. Models are being sought at different scales o...
Ashwin Srinivasan, Ross D. King
CORR
2010
Springer
176views Education» more  CORR 2010»
15 years 2 months ago
Abstraction for Epistemic Model Checking of Dining Cryptographers-based Protocols
ion for Epistemic Model Checking of Dining Cryptographers-based Protocols Omar I. Al-Bataineh and Ron van der Meyden School of Computer Science and Engineering, University of New S...
Omar I. Al-Bataineh, Ron van der Meyden
ILP
2005
Springer
15 years 8 months ago
Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models
Abstract. Logical Bayesian Networks (LBNs) have recently been introduced as another language for knowledge based model construction of Bayesian networks, besides existing languages...
Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe...