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Muggleton, Stephen H.

Author ID: muggleton.stephen-h Recent zbMATH articles by "Muggleton, Stephen H."
Published as: Muggleton, Stephen; Muggleton, Stephen H.; Muggleton, S. H.; Muggleton, S.
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Publications by Year

Citations contained in zbMATH Open

43 Publications have been cited 509 times in 309 Documents Cited by Year
Inductive logic programming: Theory and methods. Zbl 0816.68043
Muggleton, Stephen; De Raedt, Luc
125
1994
Inductive logic programming. Zbl 0712.68022
Muggleton, Stephen
57
1991
Probabilistic inductive logic programming. Theory and applications. Zbl 1132.68007
43
2008
Inductive logic programming. Zbl 0838.68093
40
1992
ILP turns 20. Biography and future challenges. Zbl 1243.68014
Muggleton, Stephen; De Raedt, Luc; Poole, David; Bratko, Ivan; Flach, Peter
29
2012
Meta-interpretive learning of higher-order dyadic datalog: predicate invention revisited. Zbl 1346.68119
Muggleton, Stephen H.; Lin, Dianhuan; Tamaddoni-Nezhad, Alireza
24
2015
Meta-interpretive learning: application to grammatical inference. Zbl 1319.68121
Muggleton, Stephen H.; Lin, Dianhuan; Pahlavi, Niels; Tamaddoni-Nezhad, Alireza
23
2014
Learning structure and parameters of stochastic logic programs. Zbl 1017.68098
Muggleton, Stephen
18
2003
Structured machine learning: the next ten years. Zbl 1470.68098
Dietterich, Thomas G.; Domingos, Pedro; Getoor, Lise; Muggleton, Stephen; Tadepalli, Prasad
16
2008
Inductive Logic Programming: Issues, results and the challenge of Learning Language in Logic. Zbl 0939.68574
Muggleton, S.
13
1999
Theory completion using inverse entailment. Zbl 0994.68623
Muggleton, Stephen H.; Bryant, Christopher H.
12
2000
Application of abductive ILP to learning metabolic network inhibition from temporal data. Zbl 1103.68443
Tamaddoni-Nezhad, Alireza; Chaleil, Raphael; Kakas, Antonis; Muggleton, Stephen
10
2006
Ultra-strong machine learning: comprehensibility of programs learned with ILP. Zbl 1461.68191
Muggleton, Stephen H.; Schmid, Ute; Zeller, Christina; Tamaddoni-Nezhad, Alireza; Besold, Tarek
10
2018
TopLog: ILP using a logic program declarative bias. Zbl 1185.68171
Muggleton, Stephen H.; Santos, José Carlos Almeida; Tamaddoni-Nezhad, Alireza
8
2008
Learning efficient logic programs. Zbl 1493.68066
Cropper, Andrew; Muggleton, Stephen H.
8
2019
Logic-based machine learning. Zbl 0979.68082
Muggleton, Stephen; Marginean, Flaviu
7
2000
Inductive logic programming at 30. Zbl 07510309
Cropper, Andrew; Dumančić, Sebastijan; Evans, Richard; Muggleton, Stephen H.
6
2022
Searching the subsumption lattice by a genetic algorithm. Zbl 0994.68516
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen H.
4
2000
The effect of relational background knowledge on learning of protein three-dimensional fold signatures. Zbl 0988.68040
Turcotte, Marcel; Muggleton, Stephen H.; Sternberg, Michael J. E.
4
2001
A genetic algorithms approach to ILP. Zbl 1017.68530
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen
4
2003
Learning higher-order logic programs. Zbl 1518.68037
Cropper, Andrew; Morel, Rolf; Muggleton, Stephen
4
2020
Meta-interpretive learning from noisy images. Zbl 1461.68190
Muggleton, Stephen; Dai, Wang-Zhou; Sammut, Claude; Tamaddoni-Nezhad, Alireza; Wen, Jing; Zhou, Zhi-Hua
4
2018
Machine intelligence and inductive learning. Zbl 0874.68246
3
1994
Elements of computational systems biology. Zbl 1187.92046
3
2010
Modelling metabolic pathways using stochastic logic programs-based ensemble methods. Zbl 1088.68823
Lodhi, Huma; Muggleton, Stephen
3
2005
Metabayes: Bayesian meta-interpretative learning using higher-order stochastic refinement. Zbl 1319.68185
Muggleton, Stephen H.; Lin, Dianhuan; Chen, Jianzhong; Tamaddoni-Nezhad, Alireza
3
2014
Beneficial and harmful explanatory machine learning. Zbl 07432818
Ai, Lun; Muggleton, Stephen H.; Hocquette, Céline; Gromowski, Mark; Schmid, Ute
3
2021
The lattice structure and refinement operators for the hypothesis space bounded by a bottom clause. Zbl 1470.68186
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen
2
2009
ILP for mathematical discovery. Zbl 1263.68127
Colton, Simon; Muggleton, Stephen
2
2003
Logical vision: one-shot meta-interpretive learning from real images. Zbl 1455.68163
Dai, Wang-Zhou; Muggleton, Stephen; Wen, Jing; Tamaddoni-Nezhad, Alireza; Zhou, Zhi-Hua
2
2018
A note on refinement operators for IE-based ILP systems. Zbl 1156.68330
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen
2
2008
QG/GA: a stochastic search for Progol. Zbl 1470.68217
Muggleton, Stephen; Tamaddoni-Nezhad, Alireza
2
2007
Learning probabilistic logic models from probabilistic examples. Zbl 1470.68093
Chen, Jianzhong; Muggleton, Stephen; Santos, José
2
2008
ProGolem: a system based on relative minimal generalisation. Zbl 1286.68054
Muggleton, Stephen; Santos, José; Tamaddoni-Nezhad, Alireza
2
2010
Mathematical applications of inductive logic programming. Zbl 1103.68438
Colton, Simon; Muggleton, Stephen
2
2006
Top program construction and reduction for polynomial time meta-interpretive learning. Zbl 07432820
Patsantzis, S.; Muggleton, S. H.
2
2021
Stochastic refinement. Zbl 1329.68060
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen
1
2011
Learning stochastic logical automaton. Zbl 1227.68095
Watanabe, Hiroaki; Muggleton, Stephen
1
2006
Multi-class prediction using stochastic logic programs. Zbl 1201.68082
Chen, Jianzhong; Kelley, Lawrence; Muggleton, Stephen; Sternberg, Michael
1
2007
Inductive logic programming. 21st international conference, ILP 2011, Windsor Great Park, UK, July 31 – August 3, 2011. Revised selected papers. Zbl 1248.68043
1
2012
Subsumer: a Prolog \(\theta\)-subsumption engine. Zbl 1237.68180
Santos, Jose; Muggleton, Stephen
1
2010
The complexity of translating BLPs to RMMs. Zbl 1201.68100
Muggleton, Stephen; Pahlavi, Niels
1
2007
Modelling inhibition in metabolic pathways through abduction and induction. Zbl 1105.68396
Tamaddoni-Nezhad, Alireza; Kakas, Antonis; Muggleton, Stephen; Pazos, Florencio
1
2004
Inductive logic programming at 30. Zbl 07510309
Cropper, Andrew; Dumančić, Sebastijan; Evans, Richard; Muggleton, Stephen H.
6
2022
Beneficial and harmful explanatory machine learning. Zbl 07432818
Ai, Lun; Muggleton, Stephen H.; Hocquette, Céline; Gromowski, Mark; Schmid, Ute
3
2021
Top program construction and reduction for polynomial time meta-interpretive learning. Zbl 07432820
Patsantzis, S.; Muggleton, S. H.
2
2021
Learning higher-order logic programs. Zbl 1518.68037
Cropper, Andrew; Morel, Rolf; Muggleton, Stephen
4
2020
Learning efficient logic programs. Zbl 1493.68066
Cropper, Andrew; Muggleton, Stephen H.
8
2019
Ultra-strong machine learning: comprehensibility of programs learned with ILP. Zbl 1461.68191
Muggleton, Stephen H.; Schmid, Ute; Zeller, Christina; Tamaddoni-Nezhad, Alireza; Besold, Tarek
10
2018
Meta-interpretive learning from noisy images. Zbl 1461.68190
Muggleton, Stephen; Dai, Wang-Zhou; Sammut, Claude; Tamaddoni-Nezhad, Alireza; Wen, Jing; Zhou, Zhi-Hua
4
2018
Logical vision: one-shot meta-interpretive learning from real images. Zbl 1455.68163
Dai, Wang-Zhou; Muggleton, Stephen; Wen, Jing; Tamaddoni-Nezhad, Alireza; Zhou, Zhi-Hua
2
2018
Meta-interpretive learning of higher-order dyadic datalog: predicate invention revisited. Zbl 1346.68119
Muggleton, Stephen H.; Lin, Dianhuan; Tamaddoni-Nezhad, Alireza
24
2015
Meta-interpretive learning: application to grammatical inference. Zbl 1319.68121
Muggleton, Stephen H.; Lin, Dianhuan; Pahlavi, Niels; Tamaddoni-Nezhad, Alireza
23
2014
Metabayes: Bayesian meta-interpretative learning using higher-order stochastic refinement. Zbl 1319.68185
Muggleton, Stephen H.; Lin, Dianhuan; Chen, Jianzhong; Tamaddoni-Nezhad, Alireza
3
2014
ILP turns 20. Biography and future challenges. Zbl 1243.68014
Muggleton, Stephen; De Raedt, Luc; Poole, David; Bratko, Ivan; Flach, Peter
29
2012
Inductive logic programming. 21st international conference, ILP 2011, Windsor Great Park, UK, July 31 – August 3, 2011. Revised selected papers. Zbl 1248.68043
1
2012
Stochastic refinement. Zbl 1329.68060
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen
1
2011
Elements of computational systems biology. Zbl 1187.92046
3
2010
ProGolem: a system based on relative minimal generalisation. Zbl 1286.68054
Muggleton, Stephen; Santos, José; Tamaddoni-Nezhad, Alireza
2
2010
Subsumer: a Prolog \(\theta\)-subsumption engine. Zbl 1237.68180
Santos, Jose; Muggleton, Stephen
1
2010
The lattice structure and refinement operators for the hypothesis space bounded by a bottom clause. Zbl 1470.68186
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen
2
2009
Probabilistic inductive logic programming. Theory and applications. Zbl 1132.68007
43
2008
Structured machine learning: the next ten years. Zbl 1470.68098
Dietterich, Thomas G.; Domingos, Pedro; Getoor, Lise; Muggleton, Stephen; Tadepalli, Prasad
16
2008
TopLog: ILP using a logic program declarative bias. Zbl 1185.68171
Muggleton, Stephen H.; Santos, José Carlos Almeida; Tamaddoni-Nezhad, Alireza
8
2008
A note on refinement operators for IE-based ILP systems. Zbl 1156.68330
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen
2
2008
Learning probabilistic logic models from probabilistic examples. Zbl 1470.68093
Chen, Jianzhong; Muggleton, Stephen; Santos, José
2
2008
QG/GA: a stochastic search for Progol. Zbl 1470.68217
Muggleton, Stephen; Tamaddoni-Nezhad, Alireza
2
2007
Multi-class prediction using stochastic logic programs. Zbl 1201.68082
Chen, Jianzhong; Kelley, Lawrence; Muggleton, Stephen; Sternberg, Michael
1
2007
The complexity of translating BLPs to RMMs. Zbl 1201.68100
Muggleton, Stephen; Pahlavi, Niels
1
2007
Application of abductive ILP to learning metabolic network inhibition from temporal data. Zbl 1103.68443
Tamaddoni-Nezhad, Alireza; Chaleil, Raphael; Kakas, Antonis; Muggleton, Stephen
10
2006
Mathematical applications of inductive logic programming. Zbl 1103.68438
Colton, Simon; Muggleton, Stephen
2
2006
Learning stochastic logical automaton. Zbl 1227.68095
Watanabe, Hiroaki; Muggleton, Stephen
1
2006
Modelling metabolic pathways using stochastic logic programs-based ensemble methods. Zbl 1088.68823
Lodhi, Huma; Muggleton, Stephen
3
2005
Modelling inhibition in metabolic pathways through abduction and induction. Zbl 1105.68396
Tamaddoni-Nezhad, Alireza; Kakas, Antonis; Muggleton, Stephen; Pazos, Florencio
1
2004
Learning structure and parameters of stochastic logic programs. Zbl 1017.68098
Muggleton, Stephen
18
2003
A genetic algorithms approach to ILP. Zbl 1017.68530
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen
4
2003
ILP for mathematical discovery. Zbl 1263.68127
Colton, Simon; Muggleton, Stephen
2
2003
The effect of relational background knowledge on learning of protein three-dimensional fold signatures. Zbl 0988.68040
Turcotte, Marcel; Muggleton, Stephen H.; Sternberg, Michael J. E.
4
2001
Theory completion using inverse entailment. Zbl 0994.68623
Muggleton, Stephen H.; Bryant, Christopher H.
12
2000
Logic-based machine learning. Zbl 0979.68082
Muggleton, Stephen; Marginean, Flaviu
7
2000
Searching the subsumption lattice by a genetic algorithm. Zbl 0994.68516
Tamaddoni-Nezhad, Alireza; Muggleton, Stephen H.
4
2000
Inductive Logic Programming: Issues, results and the challenge of Learning Language in Logic. Zbl 0939.68574
Muggleton, S.
13
1999
Inductive logic programming: Theory and methods. Zbl 0816.68043
Muggleton, Stephen; De Raedt, Luc
125
1994
Machine intelligence and inductive learning. Zbl 0874.68246
3
1994
Inductive logic programming. Zbl 0838.68093
40
1992
Inductive logic programming. Zbl 0712.68022
Muggleton, Stephen
57
1991
all top 5

Cited by 533 Authors

24 De Raedt, Luc
24 Muggleton, Stephen H.
13 Inoue, Katsumi
11 Srinivasan, Ashwin
10 Riguzzi, Fabrizio
9 Russo, Alessandra M.
9 Tamaddoni-Nezhad, Alireza
8 Alpuente, María
8 Cropper, Andrew
8 Law, Mark M.
7 Frasconi, Paolo
7 Kersting, Kristian
6 Bellodi, Elena
6 Broda, Krysia B.
6 Santos Costa, Vítor
6 Escobar, Santiago
5 Chen, Jianzhong
5 Gagliardi Cozman, Fabio
5 Getoor, Lise
5 Kimmig, Angelika
5 Meseguer Guaita, José
5 Zese, Riccardo
4 Gori, Marco
4 Gupta, Gopal
4 Holeňa, Martin
4 Jain, Sanjay
4 Lamma, Evelina
4 Lavrač, Nada
4 Mauá, Denis Deratani
4 Natarajan, Sriraam
4 Paes, Aline
4 Rao, M. R. K. Krishna
4 Ray, Oliver
4 Sakama, Chiaki
4 Sato, Taisuke
4 Shakerin, Farhad
4 Zaverucha, Gerson
3 Alves Rocha, Thiago
3 Bach, Stephen H.
3 Bain, Michael E.
3 Blockeel, Hendrik
3 Camacho, Rui
3 Case, John
3 d’Avila Garcez, Artur S.
3 Dumančić, Sebastijan
3 Džeroski, Sašo
3 Ferré, Sébastien
3 Gutmann, Bernd
3 Joshi, Sachindra
3 Khardon, Roni
3 Kuželka, Ondřej
3 Landwehr, Niels
3 Lin, Dianhuan
3 Lisi, Francesca Alessandra
3 Martins, Ana Teresa
3 Morel, Rolf
3 Passerini, Andrea
3 Ribeiro, Tony
3 Rudin, Cynthia
3 Santos, José Carlos Almeida
3 Schmid, Ute
3 Shavlik, Jude W.
3 Straccia, Umberto
3 Van Den Broeck, Guy
3 Železný, Filip
2 Alrajeh, Dalal
2 Arias, Marta
2 Azzolini, Damiano
2 Ballis, Demis
2 Baral, Chitta R.
2 Belle, Vaishak
2 Bodenhofer, Ulrich
2 Cao, Yongzhi
2 Cohen, William W.
2 Colton, Simon
2 Corapi, Domenico
2 Costantini, Stefania
2 Cussens, James
2 d’Amato, Claudia
2 Dash, Tirtharaj
2 De Cock, Martine
2 Diligenti, Michelangelo
2 Duboc, Ana Luísa
2 Dyoub, Abeer
2 Espert, Javier
2 Esposito, Floriana
2 Falaschi, Moreno
2 Fanizzi, Nicola
2 Farnadi, Golnoosh
2 Feret, Jérôme
2 Ferilli, Stefano
2 Fonseca, Nuno A.
2 Gao, Kun
2 Hernández-Orallo, Jose
2 Hitzler, Pascal
2 Hocquette, Céline
2 Jäger, Manfred
2 Janssens, Gerda
2 Jimenez, Sergio
2 Khot, Tushar
...and 433 more Authors
all top 5

Cited in 44 Serials

81 Machine Learning
35 Artificial Intelligence
19 Theory and Practice of Logic Programming
18 International Journal of Approximate Reasoning
12 Theoretical Computer Science
5 Journal of Applied Logic
4 Information and Computation
4 International Journal of Intelligent Systems
4 Annals of Mathematics and Artificial Intelligence
4 Data Mining and Knowledge Discovery
4 Journal of Machine Learning Research (JMLR)
3 Kybernetika
3 JETAI. Journal of Experimental & Theoretical Artificial Intelligence
2 Fuzzy Sets and Systems
2 Information Sciences
2 Journal of Automated Reasoning
2 Neural Computation
2 European Journal of Operational Research
2 Formal Methods in System Design
2 The Journal of Artificial Intelligence Research (JAIR)
2 Constraints
2 The Annals of Applied Statistics
1 Discrete Applied Mathematics
1 International Journal of General Systems
1 International Journal of Theoretical Physics
1 Information Processing Letters
1 Journal of Computer and System Sciences
1 Journal of Philosophical Logic
1 Software. Practice & Experience
1 Applied Intelligence
1 Artificial Intelligence Review
1 Pattern Recognition
1 Journal of Computer and Systems Sciences International
1 Journal of Combinatorial Optimization
1 New Journal of Physics
1 Foundations of Science
1 International Studies in the Philosophy of Science
1 Journal of Multiple-Valued Logic and Soft Computing
1 Computational Biology and Chemistry
1 Thai Journal of Mathematics
1 Advances in Data Analysis and Classification. ADAC
1 Mathematical Programming Computation
1 Journal of Theoretical Biology
1 Journal of Logical and Algebraic Methods in Programming

Citations by Year

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