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Lista de obras de Stephen Muggleton

Adam (robot scientist)

robot de Ross D. King, Stephen Muggleton, Douglas Kell y Stephen Oliver

An initial experiment into stereochemistry-based drug design using inductive logic programming

artículo científico publicado en 1997

Application of abductive ILP to learning metabolic network inhibition from temporal data

Automated discovery of food webs from ecological data using logic-based machine learning

artículo científico publicado en 2011

Construction and Validation of Food Webs Using Logic-Based Machine Learning and Text Mining

scholarly article by Alireza Tamaddoni-Nezhad et al published 2013 in Advances in Ecological Research

Donald Michie

article published on theguardian.com

Encoding the Universe

artículo científico publicado en 1988

ILP turns 20

Inductive Logic Programming: Issues, results and the challenge of Learning Language in Logic

Inductive Logic Programming: Theory and methods

artículo científico publicado en 1994

Inductive logic programming

Inverse entailment and progol

Learning Probabilistic Logic Models from Probabilistic Examples

artículo científico

Learning from positive data

article by Stephen Muggleton et al published 1997 in Lecture Notes in Computer Science

Machine Learning and Text Mining of Trophic Links

scholarly article published December 2012

Mathematical applications of inductive logic programming

Modeling the effects of toxins in metabolic networks

artículo científico publicado en 2007

Modelling the structure and function of enzymes by machine learning

artículo científico publicado el 1 de enero de 1992

Multi-class Mode of Action Classification of Toxic Compounds Using Logic Based Kernel Methods

artículo científico publicado en 2010

Networking Agroecology

artículo científico publicado en 2013

Scientific knowledge discovery using inductive logic programming

artículo científico publicado en 1999

The Scientific Contribution of Marek Sergot

Towards Machine Learning of Predictive Models from Ecological Data

scholarly article by Alireza Tamaddoni-Nezhad et al published 2015 in Lecture Notes in Computer Science

WIBL: Workbench for Integrative Biological Learning

artículo científico publicado el 27 de junio de 2011

Inductive acquisition of expert knowledge

tesis doctoral