List of works - Stephen Muggleton

Adam (robot scientist)

laboratory robot that can discover scientific knowledge independently of its creators

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

scientific article (publication date: 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

scientific article (publication date: 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

scientific article published in Nature

ILP turns 20

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

Inductive Logic Programming: Theory and methods

scientific article (publication date: May 1994)

Inductive acquisition of expert knowledge

doctoral thesis

Inductive logic programming

Inverse entailment and progol

Learning Probabilistic Logic Models from Probabilistic Examples

scientific article published on October 2008

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.

scientific article published in March 2007

Modelling the structure and function of enzymes by machine learning

scientific article published on January 1, 1992

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

scientific article published on 21 September 2010

Networking Agroecology

scientific article published in 2013

Scientific knowledge discovery using inductive logic programming

scientific article (publication date: November 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.

scientific article published on 27 June 2011

List of works by Stephen Muggleton