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Stephen Muggleton

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 57 3758 3653 225 223 252 17916

Stephen Muggleton publications per year

The chart shows the history of publications by Stephen Muggleton between 1987 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Stephen Muggleton published across 39 years, from 1987 to 2025, averaging 6.6 papers a year. Output peaked at 15 publications in 2008. 5 of the 259 publications appeared in the last two years.

No. of publications
5 10 15
Bar chart. Horizontal axis: year, 1987 to 2025. Vertical axis: number of publications, 0 to 15. Peak 15 publications in 2008. 1987: 1 publication 1988: 4 publications 1989: 2 publications 1990: 1 publication 1991: 5 publications 1992: 8 publications 1993: 4 publications 1994: 14 publications 1995: 5 publications 1996: 8 publications 1997: 6 publications 1998: 12 publications 1999: 10 publications 2000: 9 publications 2001: 11 publications 2002: 3 publications 2003: 5 publications 2004: 4 publications 2005: 4 publications 2006: 9 publications 2007: 12 publications 2008: 15 publications 2009: 7 publications 2010: 12 publications 2011: 12 publications 2012: 8 publications 2013: 6 publications 2014: 8 publications 2015: 8 publications 2016: 5 publications 2017: 3 publications 2018: 6 publications 2019: 5 publications 2020: 4 publications 2021: 13 publications 2022: 3 publications 2023: 2 publications 2024: 3 publications 2025: 2 publications
1987 2025

259 publications in total across all disciplines

View publications per year as a table
Stephen Muggleton: publications per year, 1987 to 2025
Year Publications
1987 1
1988 4
1989 2
1990 1
1991 5
1992 8
1993 4
1994 14
1995 5
1996 8
1997 6
1998 12
1999 10
2000 9
2001 11
2002 3
2003 5
2004 4
2005 4
2006 9
2007 12
2008 15
2009 7
2010 12
2011 12
2012 8
2013 6
2014 8
2015 8
2016 5
2017 3
2018 6
2019 5
2020 4
2021 13
2022 3
2023 2
2024 3
2025 2
Total 259
Download as CSV

Stephen Muggleton publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Stephen Muggleton sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 252–261 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 252 publications — 63rd percentile

63% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377 252
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Stephen Muggleton D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Stephen Muggleton sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 56–57 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 57 D-Index — 74th percentile

74% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458 57
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Research.com Recognitions

  • 2010 - Fellow of the Royal Academy of Engineering (UK)
  • 2002 - Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) For significant contributions to the theory and practice of inductive logic programming, especially applied to the discovery of new biomolecular theories from observational data.

Overview

Stephen Muggleton is affiliated with Imperial College London in the United Kingdom. Their research spans multiple disciplines, primarily within computer science and biochemistry, genetics, and molecular biology.

The main fields of study in Stephen Muggleton's work include:

  • Computer Science
  • Biochemistry, Genetics and Molecular Biology

The scientist's research covers detailed subfields such as:

  • Artificial Intelligence
  • Molecular Biology
  • Computational Theory and Mathematics
  • Information Systems
  • Biophysics

Main topics addressed in their work include:

  • Logic, Reasoning, and Knowledge
  • Explainable Artificial Intelligence (XAI)
  • Topic Modeling
  • Gene Regulatory Network Analysis
  • Computability, Logic, AI Algorithms
  • AI-based Problem Solving and Planning
  • Machine Learning and Algorithms

Stephen Muggleton has published extensively, with frequent appearances in several venues. The top publication venues are:

  • arXiv (Cornell University)
  • Machine Learning
  • Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
  • Proceedings of the AAAI Conference on Artificial Intelligence

Recent notable papers include:

  • Inductive logic programming at 30, 2021, published in Machine Learning
  • Beneficial and harmful explanatory machine learning, 2021, published in Machine Learning
  • Introduction to 'Cognitive artificial intelligence', 2023, published in Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
  • Explanatory machine learning for sequential human teaching, 2023, published in Machine Learning
  • Top program construction and reduction for polynomial time Meta-Interpretive learning, 2021, published in Machine Learning

Frequent co-authors collaborating with Stephen Muggleton include:

  • Lun Ai
  • Geoff Baldwin
  • Shi-Shun Liang
  • Ute Schmid
  • Stassa Patsantzis

Stephen Muggleton has received professional recognition, including the following awards:

  • Fellow of the Royal Academy of Engineering (UK), awarded in 2010
  • Fellow of the Association for the Advancement of Artificial Intelligence (AAAI), awarded in 2002, for contributions to the theory and practice of inductive logic programming, especially in biomolecular theory discovery from observational data

Best Publications

  • Inductive Logic Programming : Theory and Methods

    Stephen Muggleton;Luc de Raedt

  • Inverse entailment and PROGOL

    Stephen Muggleton

  • Efficient Induction of Logic Programs

    S. Muggleton;C. Feng

  • Functional genomic hypothesis generation and experimentation by a robot scientist

    Ross D. King;Kenneth E. Whelan;Ffion M. Jones;Philip G. K. Reiser

  • Machine invention of first order predicates by inverting resolution

    Stephen Muggleton;Wray L. Buntine

  • Theories for mutagenicity: a study in first-order and feature-based induction

    Ashwin Srinivasan;S. H. Muggleton;M. J. E. Sternberg;R. D. King

  • Drug design by machine learning: the use of inductive logic programming to model the structure-activity relationships of trimethoprim analogues binding to dihydrofolate reductase.

    Ross D. King;Stephen Muggleton;Richard A. Lewis;Michael J. E. Sternberg

  • Protein secondary structure prediction using logic-based machine learning

    S. Muggleton;R.D. King;M.J.E. Sternberg

  • Structure-activity relationships derived by machine learning: the use of atoms and their bond connectivities to predict mutagenicity by inductive logic programming.

    Ross D. King;Stephen H. Muggleton;Ashwin Srinivasan;Michael J. E. Sternberg

  • Stochastic Logic Programs

    Unknown

  • Learning from Positive Data

    Stephen Muggleton

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

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

  • Applications of inductive logic programming

    Ivan Bratko;Stephen Muggleton

  • Duce, an oracle-based approach to constructive induction

    Stephen Muggleton

  • Inductive programming meets the real world

    Sumit Gulwani;José Hernández-Orallo;Emanuel Kitzelmann;Stephen H. Muggleton

  • Carcinogenesis Predictions Using ILP

    Ashwin Srinivasan;Ross D. King;Stephen Muggleton;Michael J. E. Sternberg

  • ILP turns 20

    Stephen Muggleton;Luc Raedt;David Poole;Ivan Bratko

  • Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL

    Paul Finn;Stephen Muggleton;David Page;Ashwin Srinivasan

  • Meta-interpretive learning: application to grammatical inference

    Stephen H. Muggleton;Dianhuan Lin;Niels Pahlavi;Alireza Tamaddoni-Nezhad

  • The predictive toxicology evaluation challenge

    A. Srinivasan;R. D. King;S. H. Muggleton;M. J. E. Sternberg

  • Learning Stochastic Logic Programs

    Stephen Muggleton

  • Inductive logic programming

    Stephen Muggleton

Frequent Co-Authors

Michael J.E. Sternberg
Michael J.E. Sternberg Imperial College London
Ross D. King
Ross D. King University of Manchester
Luc De Raedt
Luc De Raedt KU Leuven
David A. Bohan
David A. Bohan INRAE : Institut national de recherche pour l'agriculture, l'alimentation et l'environnement
Thomas G. Dietterich
Thomas G. Dietterich Oregon State University
Antonis C. Kakas
Antonis C. Kakas University of Cyprus
Lise Getoor
Lise Getoor University of California, Santa Cruz
Ivan Bratko
Ivan Bratko University of Ljubljana
David L. Page
David L. Page MIT
Stephen G. Oliver
Stephen G. Oliver University of Cambridge

External Links

Wikipedia of Stephen Muggleton Personal website of Stephen Muggleton Google Scholar page

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Best Scientists Citing Stephen Muggleton

Luc De Raedt

Luc De Raedt

KU Leuven

Publications: 101

Ross D. King

Ross D. King

University of Manchester

Publications: 73

Katsumi Inoue

Katsumi Inoue

National Institute of Informatics

Publications: 60

Floriana Esposito

Floriana Esposito

University of Bari Aldo Moro

Publications: 55

Hendrik Blockeel

Hendrik Blockeel

KU Leuven

Publications: 51

William W. Cohen

William W. Cohen

Carnegie Mellon University

Publications: 48

David L. Page

David L. Page

MIT

Publications: 43

Peter A. Flach

Peter A. Flach

University of Bristol

Publications: 43

Nada Lavrač

Nada Lavrač

Jozef Stefan Institute

Publications: 41

Kristian Kersting

Kristian Kersting

Technical University of Darmstadt

Publications: 39

Ivan Bratko

Ivan Bratko

University of Ljubljana

Publications: 37

José Hernández-Orallo

José Hernández-Orallo

Universitat Politècnica de València

Publications: 35

Raymond J. Mooney

Raymond J. Mooney

The University of Texas at Austin

Publications: 35

Jude W. Shavlik

Jude W. Shavlik

University of Wisconsin–Madison

Publications: 30

Johannes Fürnkranz

Johannes Fürnkranz

Johannes Kepler University of Linz

Publications: 28

Jan Ramon

Jan Ramon

French Institute for Research in Computer Science and Automation - INRIA

Publications: 24

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