| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Stephen Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter A. Flach, Katsumi Inoue, Ashwin Srinivasan |
ILP turns 20 - Biography and future challenges.  |
Machine Learning  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Steve Barker, Andrew J. I. Jones, Antonis C. Kakas, Robert A. Kowalski, Alessio Lomuscio, Rob Miller 0002, Stephen Muggleton, Giovanni Sartor |
The Scientific Contribution of Marek Sergot. |
Logic Programs, Norms and Action |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Victor Lesk, Jan Taubert, Christopher J. Rawlings, Stuart J. Dunbar, Stephen Muggleton |
WIBL: Workbench for Integrative Biological Learning. |
J. Integrative Bioinformatics |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Knowledge Mining Biological Network Models. |
Intelligent Information Processing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jose Santos, Stephen Muggleton |
Subsumer: A Prolog theta-subsumption engine. |
ICLP (Technical Communications) |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Jianzhong Chen, Hiroaki Watanabe, Stuart J. Dunbar, Charles Baxter, Richard Currie, José Domingo Salazar, Jan Taubert, Michael J. E. Sternberg |
Variation of Background Knowledge in an Industrial Application of ILP. |
ILP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jose Santos, Stephen Muggleton |
When Does It Pay Off to Use Sophisticated Entailment Engines in ILP? |
ILP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Niels Pahlavi, Stephen Muggleton |
Can HOLL Outperform FOLL? |
ILP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Alireza Tamaddoni-Nezhad, Stephen Muggleton |
Stochastic Refinement. |
ILP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Alireza Tamaddoni-Nezhad, Stephen Muggleton |
The lattice structure and refinement operators for the hypothesis space bounded by a bottom clause. |
Machine Learning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg |
Multi-Class protein fold recognition using large margin logic based divide and conquer learning. |
SIGKDD Explorations |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | José Carlos Almeida Santos, Alireza Tamaddoni-Nezhad, Stephen Muggleton |
An ILP System for Learning Head Output Connected Predicates. |
EPIA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroaki Watanabe, Stephen Muggleton |
Can ILP Be Applied to Large Datasets? |
ILP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Aline Paes, Vítor Santos Costa, Gerson Zaverucha |
Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples. |
ILP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, José Carlos Almeida Santos, Alireza Tamaddoni-Nezhad |
ProGolem: A System Based on Relative Minimal Generalisation. |
ILP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg |
Learning Large Margin First Order Decision Lists for Multi-Class Classification. |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg |
Multi-class protein fold recognition using large margin logic based divide and conquer learning. |
KDD Workshop on Statistical and Relational Learning in Bioinformatics |
2009 |
DBLP DOI BibTeX RDF |
protein fold recognition, support vector inductive logic programming, evaluation, support vector machines, bioinformatics, inductive logic programming, multi-class classification |
| 1 | Stephen Muggleton, Alireza Tamaddoni-Nezhad |
QG/GA: a stochastic search for Progol. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Genetic Algorithms, Refinement, Stochastic search |
| 1 | Thomas G. Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli |
Structured machine learning: the next ten years. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Structured machine learning, Inductive logic programming, Relational learning, Statistical relational learning |
| 1 | Jianzhong Chen, Stephen Muggleton, José Carlos Almeida Santos |
Learning probabilistic logic models from probabilistic examples. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Probabilistic inductive logic programming, Stochastic logic programs, Probabilistic examples, Abduction |
| 1 | Stephen Muggleton, Ramón P. Otero, Simon Colton |
Guest editorial: special issue on Inductive Logic Programming. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Fidjeland, Wayne Luk, Stephen Muggleton |
A Customisable Multiprocessor for Application-Optimised Inductive Logic Programming. |
BCS Int. Acad. Conf. |
2008 |
DBLP BibTeX RDF |
|
| 1 | Stephen Muggleton |
From ILP to PILP. |
SBIA |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Developing Robust Synthetic Biology Designs Using a Microfluidic Robot Scientist. |
SBIA |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, José Carlos Almeida Santos, Alireza Tamaddoni-Nezhad |
TopLog: ILP Using a Logic Program Declarative Bias. |
ICLP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton (eds.) |
Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04. - 20.04.2007 |
Probabilistic, Logical and Relational Learning - A Further Synthesis |
2008 |
DBLP BibTeX RDF |
|
| 1 | Alireza Tamaddoni-Nezhad, Stephen Muggleton |
A Note on Refinement Operators for IE-Based ILP Systems. |
ILP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jianzhong Chen, Lawrence A. Kelley, Stephen Muggleton, Michael J. E. Sternberg |
Protein Fold Discovery Using Stochastic Logic Programs. |
Probabilistic Inductive Logic Programming |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Paolo Frasconi, Kristian Kersting, Stephen Muggleton (eds.) |
Probabilistic Inductive Logic Programming - Theory and Applications |
Probabilistic Inductive Logic Programming |
2008 |
DBLP BibTeX RDF |
|
| 1 | Stephen Muggleton, Jianzhong Chen |
A Behavioral Comparison of Some Probabilistic Logic Models. |
Probabilistic Inductive Logic Programming |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton |
07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - A Further Synthesis. |
Probabilistic, Logical and Relational Learning - A Further Synthesis |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jianzhong Chen, Stephen Muggleton, Jose Santos |
Learning Probabilistic Logic Models from Probabilistic Examples (Extended Abstract). |
ILP |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Ramón P. Otero, Alireza Tamaddoni-Nezhad (eds.) |
Inductive Logic Programming, 16th International Conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006, Revised Selected Papers |
ILP |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jianzhong Chen, Stephen Muggleton, Jose Santos |
Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning. |
MLG |
2007 |
DBLP BibTeX RDF |
|
| 1 | Simon Colton, Stephen Muggleton |
Mathematical applications of inductive logic programming. |
Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis C. Kakas, Stephen Muggleton |
Application of abductive ILP to learning metabolic network inhibition from temporal data. |
Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
Abductive ILP, Modelling metabolic networks, Bioinformatics |
| 1 | Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton (eds.) |
Probabilistic, Logical and Relational Learning - Towards a Synthesis, 30. January - 4. February 2005 |
Probabilistic, Logical and Relational Learning |
2006 |
DBLP BibTeX RDF |
|
| 1 | Stephen Muggleton, Alireza Tamaddoni-Nezhad |
QG/GA: A Stochastic Search for Progol. |
ILP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Niels Pahlavi |
The Complexity of Translating BLPs to RMMs. |
ILP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jianzhong Chen, Lawrence A. Kelley, Stephen Muggleton, Michael J. E. Sternberg |
Multi-class Prediction Using Stochastic Logic Programs. |
ILP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Towards Chemical Universal Turing Machines. |
AAAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Huma Lodhi, Stephen Muggleton |
Computing Confidence Measures in Stochastic Logic Programs. |
MICAI |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton |
05051 Executive Summary - Probabilistic, Logical and Relational Learning - Towards a Synthesis. |
Probabilistic, Logical and Relational Learning |
2005 |
DBLP BibTeX RDF |
|
| 1 | Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton |
05051 Abstracts Collection - Probabilistic, Logical and Relational Learning - Towards a Synthesis. |
Probabilistic, Logical and Relational Learning |
2005 |
DBLP BibTeX RDF |
|
| 1 | Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis C. Kakas, Stephen Muggleton |
Abduction and induction for learning models of inhibition in metabolic networks. |
ICMLA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroaki Watanabe, Stephen Muggleton |
Learning Stochastic Logical Automaton. |
JSAI Workshops |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Machine Learning for Systems Biology. |
ILP |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Huma Lodhi, Ata Amini, Michael J. E. Sternberg |
Support Vector Inductive Logic Programming. |
Discovery Science |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Huma Lodhi, Stephen Muggleton |
Modelling Metabolic Pathways Using Stochastic Logic Programs-Based Ensemble Methods. |
CMSB |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Alireza Tamaddoni-Nezhad, Antonis C. Kakas, Stephen Muggleton, Florencio Pazos |
Modelling Inhibition in Metabolic Pathways Through Abduction and Induction. |
ILP |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Alireza Tamaddoni-Nezhad, Hiroaki Watanabe |
Induction of Enzyme Classes from Biological Databases. |
ILP |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Simon Colton, Stephen Muggleton |
ILP for Mathematical Discovery. |
ILP |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Jung-Wook Bang, Alexandros Pappas, Duncan Fyfe Gillies, Stephen Muggleton |
Interpretation of Hidden Node Methodology in Automated Classification of Neural Cell Morphology. |
METMBS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Marcel Turcotte, Stephen Muggleton, Michael J. E. Sternberg |
Generating Protein Three-dimensional Fold Signatures using Inductive Logic Programming. |
Computers & Chemistry |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Learning Structure and Parameters of Stochastic Logic Programs. |
ILP |
2002 |
DBLP DOI BibTeX RDF |
Stochastic logic programs, numerical methods, generalisation, analytical methods |
| 1 | Alireza Tamaddoni-Nezhad, Stephen Muggleton |
A Genetic Algorithms Approach to ILP. |
ILP |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Christopher H. Bryant, Ashwin Srinivasan, Alex Whittaker, Simon Topp, Christopher J. Rawlings |
Are Grammatical Representations Useful for Learning from Biological Sequence Data? - A Case Study. |
Journal of Computational Biology |
2001 |
DBLP BibTeX RDF |
|
| 1 | Marcel Turcotte, Stephen Muggleton, Michael J. E. Sternberg |
The Effect of Relational Background Knowledge on Learning of Protein Three-Dimensional Fold Signatures. |
Machine Learning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Philip G. K. Reiser, Ross D. King, Douglas B. Kell, Stephen Muggleton, Christopher H. Bryant, Stephen G. Oliver |
Developing a Logical Model of Yeast Metabolism. |
Electron. Trans. Artif. Intell. |
2001 |
DBLP BibTeX RDF |
|
| 1 | A. P. Cootes, Stephen Muggleton, R. B. Greaves, Michael J. E. Sternberg |
Automatic determination of protein fold signatures from structural superpositions. |
Electron. Trans. Artif. Intell. |
2001 |
DBLP BibTeX RDF |
|
| 1 | Christopher H. Bryant, Stephen Muggleton, Stephen G. Oliver, Douglas B. Kell, Philip G. K. Reiser, Ross D. King |
Combining Inductive Logic Programming, Active Learning and Robotics to Discover the Function of Genes. |
Electron. Trans. Artif. Intell. |
2001 |
DBLP BibTeX RDF |
|
| 1 | Stephen Muggleton |
Learning Stochastic Logic Programs. |
Electron. Trans. Artif. Intell. |
2000 |
DBLP BibTeX RDF |
|
| 1 | Marcel Turcotte, Stephen Muggleton, Michael J. E. Sternberg |
Use of Inductive Logic Programming to Learn Principles of Protein Structure. |
Electron. Trans. Artif. Intell. |
2000 |
DBLP BibTeX RDF |
|
| 1 | Stephen Muggleton, Christopher H. Bryant, Ashwin Srinivasan |
Measuring Performance when Positives Are Rare: Relative Advantage versus Predictive Accuracy - A Biological Case Study. |
ECML |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Christopher H. Bryant, Ashwin Srinivasan |
Learning Chomsky-like Grammars for Biological Sequence Families. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Alireza Tamaddoni-Nezhad, Stephen Muggleton |
Searching the Subsumption Lattice by a Genetic Algorithm. |
ILP |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Christopher H. Bryant |
Theory Completion Using Inverse Entailment. |
ILP |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, David Page |
Guest Editors' Introduction: Inductive Logic Programming. |
J. Log. Program. |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Scientific Knowledge Discovery Using Inductive Logic Programming. |
Commun. ACM |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Inductive Logic Programming: Issues, Results and the Challenge of Learning Language in Logic. |
Artif. Intell. |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Koichi Furukawa, Donald Michie, Stephen Muggleton (eds.) |
Machine Intelligence 15, Intelligent Agents [St. Catherine's College, Oxford, July 1995] |
Machine Intelligence 15 |
1999 |
DBLP BibTeX RDF |
|
| 1 | Rupert Parson, Khalid Khan, Stephen Muggleton |
Theory Recovery. |
ILP |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Michael Bain |
Analogical Prediction. |
ILP |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul W. Finn, Stephen Muggleton, David Page, Ashwin Srinivasan |
Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL. |
Machine Learning |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Inductive Logic Programming: Issues, Results and the LLL Challenge (abstract). |
ECAI |
1998 |
DBLP BibTeX RDF |
|
| 1 | Marcel Turcotte, Stephen Muggleton, Michael J. E. Sternberg |
Application of Inductive Logic Programming to Discover Rules Governing the Three-Dimensional Topology of Protein Structure. |
ILP |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Completing Inverse Entailment. |
ILP |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Saso Dzeroski, Nico Jacobs, Martín Molina, Carlos Moure, Stephen Muggleton, Wim Van Laer |
Detecting Traffic Problems with ILP. |
ILP |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Sam Roberts, Wim Van Laer, Nico Jacobs, Stephen Muggleton, Jeremy Broughton |
A Comparison of ILP and Propositional Systems on Propositional Traffic Data. |
ILP |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Advances in ILP Theory and Implementations (Abstract). |
ILP |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Khalid Khan, Stephen Muggleton, Rupert Parson |
Repeat Learning Using Predicate Invention. |
ILP |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Ashwin Srinivasan, Ross D. King, Michael J. E. Sternberg |
Biochemical Knowledge Discovery Using Inductive Logic Programming. |
Discovery Science |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Knowledge Discovery in Biological and Chemical Domains. |
Discovery Science |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, David Page |
Guest Editors' Introduction. |
Machine Learning |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Ashwin Srinivasan, Ross D. King, Stephen Muggleton, Michael J. E. Sternberg |
The Predictive Toxicology Evaluation Challenge. |
IJCAI |
1997 |
DBLP BibTeX RDF |
|
| 1 | Stephen Moyle, Stephen Muggleton |
Learning Programs in the Event Calculus. |
ILP |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Ashwin Srinivasan, Ross D. King, Stephen Muggleton, Michael J. E. Sternberg |
Carcinogenesis Predictions Using ILP. |
ILP |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton (eds.) |
Inductive Logic Programming, 6th International Workshop, ILP-96, Stockholm, Sweden, August 26-28, 1996, Selected Papers |
ILP |
1997 |
DBLP BibTeX RDF |
|
| 1 | Stephen Muggleton, Donald Michie |
Machine Intelligibility and the Duality Principle. |
Software Agents and Soft Computing |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Ashwin Srinivasan, Stephen Muggleton, Michael J. E. Sternberg, Ross D. King |
Theories for Mutagenicity: A Study in First-Order and Feature-Based Induction. |
Artif. Intell. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Learning from Positive Data. |
Inductive Logic Programming Workshop |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, David Page, Ashwin Srinivasan |
An Initial Experiment into Stereochemistry-Based Drug Design Using Inductive Logic Programming. |
Inductive Logic Programming Workshop |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Bratko, Stephen Muggleton |
Applications of Inductive Logic Programming. |
Commun. ACM |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Inverse Entailment and Progol. |
New Generation Comput. |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton, Fumio Mizoguchi, Koichi Furukawa |
Special Issue on Inductive Logic Programming. |
New Generation Comput. |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Muggleton |
Inductive Logic Programming: Inverse Resolution and Beyond. |
IJCAI |
1995 |
DBLP BibTeX RDF |
|
| 1 | Michael J. E. Sternberg, Ross D. King, Ashwin Srinivasan, Stephen Muggleton |
Drug Design by Machine Learning. |
Machine Intelligence 15 |
1995 |
DBLP BibTeX RDF |
|
| 1 | Rupert Parson, Stephen Muggleton |
An Experiment with Browsers that Learn. |
Machine Intelligence 15 |
1995 |
DBLP BibTeX RDF |
|
| 1 | Stephen Muggleton, David Page |
A Learnability Model for Universal Representations and Its Application to Top-down Induction of Decision Trees. |
Machine Intelligence 15 |
1995 |
DBLP BibTeX RDF |
|
| 1 | Koichi Furukawa, Donald Michie, Stephen Muggleton (eds.) |
Machine Intelligence 14, Proceedings of the Fourteenth Machine Intelligence Workshop, held at Hitachi Advanced Research Laboratories, Tokyo, Japan, November 1993 |
Machine Intelligence 14 |
1995 |
DBLP BibTeX RDF |
|
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