Knowledge Discovery in Variant Databases Using Inductive Logic Programming [PDF]
Bioinformatics and Biology Insights, 2013 Understanding the effects of genetic variation on the phenotype of an individual is a major goal of biomedical research, especially for the development of diagnostics and effective therapeutic solutions.
Hoan Nguyen +3 more
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Automated identification of protein-ligand interaction features using Inductive Logic Programming: a hexose binding case study [PDF]
BMC Bioinformatics, 2012 Background There is a need for automated methods to learn general features of the interactions of a ligand class with its diverse set of protein receptors. An appropriate machine learning approach is Inductive Logic Programming (ILP), which automatically
A Santos Jose C +4 more
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A discriminative method for family-based protein remote homology detection that combines inductive logic programming and propositional models [PDF]
BMC Bioinformatics, 2011 Background Remote homology detection is a hard computational problem. Most approaches have trained computational models by using either full protein sequences or multiple sequence alignments (MSA), including all positions.
Carbone Alessandra +2 more
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Mathematical applications of inductive logic programming [PDF]
, 2006 Accepted ...
Simon Colton, Stephen Muggleton
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Conflict-Driven Inductive Logic Programming [PDF]
Theory and Practice of Logic Programming, 2022 AbstractThe goal of inductive logic programming (ILP) is to learn a program that explains a set of examples. Until recently, most research on ILP targeted learning Prolog programs. The ILASP system instead learns answer set programs (ASP). Learning such expressive programs widens the applicability of ILP considerably; for example, enabling preference ...
Mark Law
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Predicate Invention in Inductive Logic Programming [PDF]
, 2012 The ability to recognise new concepts and incorporate them into our knowledge is an essential part of learning. From new scientific concepts to the words that are used in everyday conversation, they all must have at some point in the past, been invented ...
Duangtida Athakravi +2 more
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Improving Numerical Reasoning Capabilities of Inductive Logic Programming Systems [PDF]
, 2004 Inductive Logic Programming (ILP) systems have been largely applied to classification problems with a considerable success. The use of ILP systems in problems requiring numerical reasoning capabilities has been far less successful.
Alexessander Couto Alves +2 more
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Implementation and evaluation of a communication coaching program: a CFIR-Informed qualitative analysis mapped onto a logic model [PDF]
BMC Medical EducationBackground Coaching programs in graduate medical education have the potential to impact trainee development across multiple core competencies but require rigorous program evaluation to ensure effectiveness.
Rachel M. Jensen +7 more
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Inductive Logic Programming [PDF]
, 2011 This book constitutes the thoroughly refereed post-proceedings of the 20th International Conference on Inductive Logic Programming, ILP 2010, held in Florence, Italy in June 2010. The 11 revised full papers and 15 revised short papers presented together with abstracts of three invited talks were carefully reviewed and selected during two rounds of ...
FRASCONI, PAOLO, F. A. Lisi
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