MUGGLETON, STEPHEN: search on Z-Library

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1

Structured machine learning: the next ten years

Thomas G. Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli

Journal:

Machine Learning

Year:

2008

Language:

english

File:

PDF, 434 KB

english, 2008

2

Inductive Logic Programming: Theory and methods

Stephen Muggleton, Luc de Raedt

Journal:

The Journal of Logic Programming

Year:

1994

Language:

english

File:

PDF, 3.78 MB

english, 1994

3

Ultra-Strong Machine Learning: comprehensibility of programs learned with ILP

Muggleton, Stephen H., Schmid, Ute, Zeller, Christina, Tamaddoni-Nezhad, Alireza, Besold, Tarek

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.12 MB

english, 2018

4

[Lecture Notes in Computer Science] Semantic Technology Volume 11341 (8th Joint International Conference, JIST 2018, Awaji, Japan, November 26–28, 2018, Proceedings) || Semantic Diagnostics of Smart Factories

Ichise, Ryutaro, Lecue, Freddy, Kawamura, Takahiro, Zhao, Dongyan, Muggleton, Stephen, Kozaki, Kouji

Year:

2018

Language:

english

File:

PDF, 1.82 MB

english, 2018

5

Scientific knowledge discovery using inductive logic programming

Muggleton, Stephen

Journal:

Communications of the ACM

Year:

1999

Language:

english

File:

PDF, 2.51 MB

english, 1999

6

ILP turns 20

Stephen Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter Flach, Katsumi Inoue, Ashwin Srinivasan

Journal:

Machine Learning

Year:

2012

Language:

english

File:

PDF, 640 KB

english, 2012

7

Machine Learning Proceedings 1988 || Machine Invention of First-order Predicates by Inverting Resolution

MUGGLETON, STEPHEN

Year:

1988

Language:

english

File:

PDF, 983 KB

english, 1988

8

Mathematical applications of inductive logic programming

Simon Colton, Stephen Muggleton

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 698 KB

english, 2006

9

Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL

Paul Finn, Stephen Muggleton, David Page, Ashwin Srinivasan

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 561 KB

english, 1998

10

Assessment of a Rule-Based Virtual Screening Technology (INDDEx) on a Benchmark Data Set

Reynolds, Christopher R., Amini, Ata C., Muggleton, Stephen H., Sternberg, Michael J. E.

Journal:

Journal of Physical Chemistry B

Year:

2012

Language:

english

File:

PDF, 2.40 MB

english, 2012

11

Guest Editors' Introduction

Stephen Muggleton, David Page

Journal:

Machine Learning

Year:

1997

Language:

english

File:

PDF, 42 KB

english, 1997

12

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Machine Learning and Text Mining of Trophic Links

Milani, Ghazal Afroozi, Bohan, David, Dunbar, Stuart, Muggleton, Stephen, Raybould, Alan, Tamaddoni-Nezhad, Alireza

Year:

2012

Language:

english

File:

PDF, 739 KB

english, 2012

13

Protein secondary structure prediction using logic-based machine learning

Muggleton, Stephen, King, Ross D., Stenberg, Michael J.E.

Journal:

Protein Engineering Design and Selection

Year:

1992

Language:

english

File:

PDF, 960 KB

english, 1992

14

Learning probabilistic logic models from probabilistic examples

Jianzhong Chen, Stephen Muggleton, José Santos

Journal:

Machine Learning

Year:

2008

Language:

english

File:

PDF, 819 KB

english, 2008

15

Learning efficient logic programs

Cropper, Andrew, Muggleton, Stephen H.

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.34 MB

english, 2018

16

The Effect of Relational Background Knowledge on Learning of Protein Three-Dimensional Fold Signatures

Marcel Turcotte, Stephen H. Muggleton, Michael J. E. Sternberg

Journal:

Machine Learning

Year:

2001

Language:

english

File:

PDF, 160 KB

english, 2001

17

A machine learning approach for drug design and protein structure prediction

MichaelJ.E. Stemberg, RichardA. Lewis, RossD. King, Stephen Muggleton

Journal:

Journal of Molecular Graphics

Year:

1993

Language:

english

File:

PDF, 139 KB

english, 1993

18

QG/GA: a stochastic search for Progol

Stephen Muggleton, Alireza Tamaddoni-Nezhad

Journal:

Machine Learning

Year:

2008

Language:

english

File:

PDF, 298 KB

english, 2008

19

Predicate invention and utilization

MUGGLETON, STEPHEN

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Year:

1994

Language:

english

File:

PDF, 518 KB

english, 1994

20

Inverse entailment and progol

Stephen Muggleton

Journal:

New Generation Computing

Year:

1995

Language:

english

File:

PDF, 2.02 MB

english, 1995

21

Meta-Interpretive Learning from noisy images

Muggleton, Stephen, Dai, Wang-Zhou, Sammut, Claude, Tamaddoni-Nezhad, Alireza, Wen, Jing, Zhou, Zhi-Hua

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.99 MB

english, 2018

22

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

Stephen Muggleton

Journal:

Artificial Intelligence

Year:

1999

Language:

english

File:

PDF, 134 KB

english, 1999

23

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

Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis Kakas, Stephen Muggleton

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 649 KB

english, 2006

24

Learning higher-order logic programs

Cropper, Andrew, Morel, Rolf, Muggleton, Stephen

Journal:

Machine Learning

Year:

2019

File:

PDF, 2.67 MB

2019

25

Guest editorial: special issue on Inductive Logic Programming

Stephen Muggleton, Ramon Otero, Simon Colton

Journal:

Machine Learning

Year:

2008

Language:

english

File:

PDF, 107 KB

english, 2008

26

[Lecture Notes in Computer Science] Semantic Technology Volume 11341 (8th Joint International Conference, JIST 2018, Awaji, Japan, November 26–28, 2018, Proceedings) || Incorporating Text into the Triple Context for Knowledge Graph Embedding

Ichise, Ryutaro, Lecue, Freddy, Kawamura, Takahiro, Zhao, Dongyan, Muggleton, Stephen, Kozaki, Kouji

Year:

2018

Language:

english

File:

PDF, 216 KB

english, 2018

27

Integrative Top-Down System Metabolic Modeling in Experimental Disease States via Data-Driven Bayesian Methods

Bang, Jung-Wook, Crockford, Derek J., Holmes, Elaine, Pazos, Florencio, Sternberg, Michael J. E., Muggleton, Stephen H., Nicholson, Jeremy K.

Journal:

Journal of Proteome Research

Year:

2008

Language:

english

File:

PDF, 1.06 MB

english, 2008

28

Meta-interpretive learning of higher-order dyadic datalog: predicate invention revisited

Muggleton, Stephen H., Lin, Dianhuan, Tamaddoni-Nezhad, Alireza

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 741 KB

english, 2015

29

Support vector inductive logic programming outperforms the naive Bayes classifier and inductive logic programming for the classification of bioactive chemical compounds

Edward O. Cannon, Ata Amini, Andreas Bender, Michael J. E. Sternberg, Stephen H. Muggleton, Robert C. Glen, John B. O. Mitchell

Journal:

Journal of Computer-Aided Molecular Design

Year:

2007

Language:

english

File:

PDF, 706 KB

english, 2007

30

Functional genomic hypothesis generation and experimentation by a robot scientist

King, Ross D., Whelan, Kenneth E., Jones, Ffion M., Reiser, Philip G. K., Bryant, Christopher H., Muggleton, Stephen H., Kell, Douglas B., Oliver, Stephen G.

Journal:

Year:

2004

Language:

english

File:

PDF, 661 KB

english, 2004

31

Guest editorial: special issue on Inductive Logic Programming (ILP 2011)

Muggleton, Stephen, Chen, Jianzhong

Journal:

Machine Learning

Year:

2012

Language:

english

File:

PDF, 163 KB

english, 2012

32

The lattice structure and refinement operators for

Alireza Tamaddoni-Nezhad, Stephen Muggleton

Journal:

Machine Learning

Year:

2009

Language:

english

File:

PDF, 870 KB

english, 2009

33

A Novel Logic-Based Approach for Quantitative Toxicology Prediction

Amini, Ata, Muggleton, Stephen H., Lodhi, Huma, Sternberg, Michael J. E.

Journal:

Journal of Chemical Information and Modeling

Year:

2007

Language:

english

File:

PDF, 271 KB

english, 2007

34

Incorporating Virtual Reactions into a Logic-Based Ligand-Based Virtual Screening Method to Discover New Leads

Reynolds, Christopher R., Muggleton, Stephen H., Sternberg, Michael J. E.

Journal:

Molecular Informatics

Year:

2015

Language:

english

File:

PDF, 1.09 MB

english, 2015

35

Latest Advances in Inductive Logic Programming || Learning a Generative Failure-Free PRISM Clause

Muggleton, Stephen H, Watanabe, Hiroaki

Year:

2014

Language:

english

File:

PDF, 189 KB

english, 2014

36

[Lecture Notes in Computer Science] Semantic Technology Volume 11341 (8th Joint International Conference, JIST 2018, Awaji, Japan, November 26–28, 2018, Proceedings) || Knowledge Driven Intelligent Survey Systems for Linguists

Ichise, Ryutaro, Lecue, Freddy, Kawamura, Takahiro, Zhao, Dongyan, Muggleton, Stephen, Kozaki, Kouji

Year:

2018

Language:

english

File:

PDF, 1.18 MB

english, 2018

37

Encoding the Universe

Muggleton, Stephen

Journal:

Year:

1988

File:

PDF, 134 KB

1988

38

Inductive logic programming

Stephen Muggleton

Journal:

New Generation Computing

Year:

1991

Language:

english

File:

PDF, 1.17 MB

english, 1991

39

Automated discovery of structural signatures of protein fold and function

Marcel Turcotte, Stephen H Muggleton, Michael J.E Sternberg

Journal:

Journal of Molecular Biology

Year:

2001

Language:

english

File:

PDF, 355 KB

english, 2001

40

Elements of Computational Systems Biology (Lodhi/Computational Systems Biology) || Analysis and Control of Deterministic and Probabilistic Boolean Networks

Lodhi, Huma M., Muggleton, Stephen H.

Year:

2010

Language:

english

File:

PDF, 294 KB

english, 2010

41

Latest Advances in Inductive Logic Programming || Statistical Relational Learning of Object Affordances for Robotic Manipulation

Muggleton, Stephen H, Watanabe, Hiroaki

Year:

2014

Language:

english

File:

PDF, 271 KB

english, 2014

42

[Lecture Notes in Computer Science] Semantic Technology Volume 11341 (8th Joint International Conference, JIST 2018, Awaji, Japan, November 26–28, 2018, Proceedings) || Unified Access to Heterogeneous Data Sources Using an Ontology

Ichise, Ryutaro, Lecue, Freddy, Kawamura, Takahiro, Zhao, Dongyan, Muggleton, Stephen, Kozaki, Kouji

Year:

2018

Language:

english

File:

PDF, 667 KB

english, 2018

43

Elements of Computational Systems Biology (Lodhi/Computational Systems Biology) || Models in Systems Biology: The Parameter Problem and the Meanings of Robustness

Lodhi, Huma M., Muggleton, Stephen H.

Year:

2010

Language:

english

File:

PDF, 697 KB

english, 2010

44

Latest Advances in Inductive Logic Programming || Learning from Linked Data by Markov Logic

Muggleton, Stephen H, Watanabe, Hiroaki

Year:

2014

Language:

english

File:

PDF, 293 KB

english, 2014

45

Special Issue on Semantic Technology

Ichise, Ryutaro, Muggleton, Stephen, Kozaki, Kouji, Lecue, Freddy, Zhao, Dongyan, Kawamura, Takahiro

Journal:

New Generation Computing

Year:

2019

Language:

english

File:

PDF, 353 KB

english, 2019

46

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 7207 || Conceptual Clustering of Multi-Relational Data

Muggleton, Stephen H., Tamaddoni-Nezhad, Alireza, Lisi, Francesca A.

Year:

2012

Language:

english

File:

PDF, 727 KB

english, 2012

47

Latest Advances in Inductive Logic Programming || Satisfiability Machines

Muggleton, Stephen H, Watanabe, Hiroaki

Year:

2014

Language:

english

File:

PDF, 194 KB

english, 2014

48

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1314 || Learning from positive data

Muggleton, Stephen

Year:

1997

Language:

english

File:

PDF, 1.02 MB

english, 1997

49

Latest Advances in Inductive Logic Programming || Customisable Multi-Processor Acceleration of Inductive Logic Programming

Muggleton, Stephen H, Watanabe, Hiroaki

Year:

2014

Language:

english

File:

PDF, 502 KB

english, 2014

50

Elements of Computational Systems Biology (Lodhi/Computational Systems Biology) || Reconstruction of Biological Networks by Supervised Machine Learning Approaches

Lodhi, Huma M., Muggleton, Stephen H.

Year:

2010

Language:

english

File:

PDF, 391 KB

english, 2010

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