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Gabriela Ochoa

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 40 9196 8929 566 558 202 8002

Gabriela Ochoa publications per year

The chart shows the history of publications by Gabriela Ochoa between 1998 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Gabriela Ochoa published across 28 years, from 1998 to 2025, averaging 9 papers a year. Output peaked at 22 publications in 2018. 28 of the 252 publications appeared in the last two years.

No. of publications
5 10 15 20
Bar chart. Horizontal axis: year, 1998 to 2025. Vertical axis: number of publications, 0 to 22. Peak 22 publications in 2018. 1998: 2 publications 1999: 3 publications 2000: 2 publications 2001: 0 publications 2002: 1 publication 2003: 0 publications 2004: 1 publication 2005: 3 publications 2006: 7 publications 2007: 2 publications 2008: 5 publications 2009: 7 publications 2010: 9 publications 2011: 13 publications 2012: 10 publications 2013: 6 publications 2014: 11 publications 2015: 10 publications 2016: 15 publications 2017: 17 publications 2018: 22 publications 2019: 13 publications 2020: 14 publications 2021: 11 publications 2022: 18 publications 2023: 22 publications 2024: 18 publications 2025: 10 publications
1998 2025

252 publications in total across all disciplines

View publications per year as a table
Gabriela Ochoa: publications per year, 1998 to 2025
Year Publications
1998 2
1999 3
2000 2
2001 0
2002 1
2003 0
2004 1
2005 3
2006 7
2007 2
2008 5
2009 7
2010 9
2011 13
2012 10
2013 6
2014 11
2015 10
2016 15
2017 17
2018 22
2019 13
2020 14
2021 11
2022 18
2023 22
2024 18
2025 10
Total 252
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Gabriela Ochoa 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 Gabriela Ochoa 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, 202–211 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: 202 publications — 47th percentile

47% 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
202–211 508 202
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
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

Gabriela Ochoa 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 Gabriela Ochoa 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, 40–41 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: 40 D-Index — 37th percentile

37% 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 40
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
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

Overview

Gabriela Ochoa is affiliated with the University of Stirling in the United Kingdom. Their research primarily focuses on areas within computer science, particularly in the domains of artificial intelligence and computational theory and mathematics.

The main fields of study for Gabriela Ochoa include:

  • Computer Science

Within this broad field, their work spans several subfields such as:

  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Genetics
  • Industrial and Manufacturing Engineering
  • Molecular Biology

The scientist's main research topics include:

  • Metaheuristic Optimization Algorithms Research
  • Evolutionary Algorithms and Applications
  • Advanced Multi-Objective Optimization Algorithms
  • Evolution and Genetic Dynamics
  • Gene Regulatory Network Analysis
  • Data Visualization and Analytics
  • Machine Learning and Data Classification

Gabriela Ochoa's publication record includes contributions to journals and conferences focused on evolutionary computation and optimization. Some of the recent papers authored or coauthored by them are:

  • Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics, 2021, Applied Soft Computing
  • Fitness landscape analysis of convolutional neural network architectures for image classification, 2022, Information Sciences
  • A comparative analysis of two matheuristics by means of merged local optima networks, 2020, European Journal of Operational Research
  • Management responses in Belize and Honduras, as stony coral tissue loss disease expands its prevalence in the Mesoamerican reef, 2022, Frontiers in Marine Science
  • Understanding parameter spaces using local optima networks, 2021, Proceedings of the Genetic and Evolutionary Computation Conference Companion

The frequent coauthors collaborating with Gabriela Ochoa include:

  • Yuri Lavinas
  • Francisco Chicano
  • Christian Blum
  • Claus Aranha
  • Sebástien Vérel

Gabriela Ochoa has published extensively in venues such as:

  • Proceedings of the Genetic and Evolutionary Computation Conference
  • arXiv (Cornell University)
  • Proceedings of the Genetic and Evolutionary Computation Conference Companion
  • ACM SIGEVOlution
  • Zenodo (CERN European Organization for Nuclear Research)

The scientist's book publications include contributions to volumes published by Springer Science+Business Media, specifically:

  • Parallel Problem Solving from Nature - PPSN XVII (2022)
  • Parallel Problem Solving from Nature - PPSN XVII (2022)

Best Publications

  • Hyper-heuristics: a survey of the state of the art

    Edmund K. Burke;Michel Gendreau;Matthew R. Hyde;Graham Kendall

  • A Classification of Hyper-heuristic Approaches

    Edmund K. Burke;Matthew Hyde;Graham Kendall;Gabriela Ochoa

  • Google Trends in Infodemiology and Infoveillance: Methodology Framework.

    Amaryllis Mavragani;Gabriela Ochoa

  • Assessing the Methods, Tools, and Statistical Approaches in Google Trends Research: Systematic Review

    Amaryllis Mavragani;Gabriela Ochoa;Konstantinos P Tsagarakis

  • Exploring Hyper-heuristic Methodologies with Genetic Programming

    Edmund K. Burke;Mathew R. Hyde;Graham Kendall;Gabriela Ochoa

  • HyFlex: a benchmark framework for cross-domain heuristic search

    Gabriela Ochoa;Matthew Hyde;Tim Curtois;Jose A. Vazquez-Rodriguez

  • A study of NK landscapes' basins and local optima networks

    Gabriela Ochoa;Marco Tomassini;Sebástien Vérel;Christian Darabos

  • A Classification of Hyper-Heuristic Approaches: Revisited

    Edmund K. Burke;Matthew R. Hyde;Graham Kendall;Gabriela Ochoa

  • A Reinforcement Learning-Great-Deluge Hyper-Heuristic for Examination Timetabling

    Ender Özcan;Mustafa Misir;Gabriela Ochoa;Edmund K. Burke

  • Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms

    Gisele L. Pappa;Gabriela Ochoa;Matthew R. Hyde;Alex A. Freitas

  • Effective learning hyper-heuristics for the course timetabling problem

    Jorge A. Soria-Alcaraz;Gabriela Ochoa;Jerry Swan;Martin Carpio

  • Local Optima Networks of NK Landscapes With Neutrality

    S. Verel;G. Ochoa;M. Tomassini

  • On Genetic Algorithms and Lindenmayer Systems

    Gabriela Ochoa

  • Local Optima Networks: A New Model of Combinatorial Fitness Landscapes

    Gabriela Ochoa;Sébastien Verel;Fabio Daolio;Marco Tomassini

  • Iterated local search vs. hyper-heuristics: Towards general-purpose search algorithms

    Edmund Burke;Tim Curtois;Matthew Hyde;Graham Kendall

  • A unified hyper-heuristic framework for solving bin packing problems

    Eunice López-Camacho;Hugo Terashima-Marin;Peter Ross;Gabriela Ochoa

  • An Integer Linear Programming approach to the single and bi-objective Next Release Problem

    Nadarajen Veerapen;Gabriela Ochoa;Mark Harman;Edmund K. Burke

  • Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics

    Gabriela Ochoa;Katherine M Malan;Christian Blum

  • Analyzing the landscape of a graph based hyper-heuristic for timetabling problems

    Gabriela Ochoa;Rong Qu;Edmund K. Burke

  • Error thresholds in genetic algorithms

    Gabriela Ochoa

  • The Genetic and Evolutionary Computation Conference

    Gabriela Ochoa;Edmund Burke

  • HyFlex: A Benchmark Framework for Cross-domain Heuristic Search

    Edmund Burke;Tim Curtois;Matthew Hyde;Gabriela Ochoa

Frequent Co-Authors

Marco Tomassini
Marco Tomassini University of Lausanne
Edmund K. Burke
Edmund K. Burke Bangor University
Graham Kendall
Graham Kendall MILA University
Natalio Krasnogor
Natalio Krasnogor Newcastle University
Ender Özcan
Ender Özcan University of Nottingham
Christian Blum
Christian Blum Spanish National Research Council
Michel Gendreau
Michel Gendreau Polytechnique Montréal
L. Darrell Whitley
L. Darrell Whitley Colorado State University
Marc Schoenauer
Marc Schoenauer French Institute for Research in Computer Science and Automation - INRIA
Inman Harvey
Inman Harvey University of Sussex

External Links

Personal website of Gabriela Ochoa Google Scholar page

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Best Scientists Citing Gabriela Ochoa

Ender Özcan

Ender Özcan

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Mengjie Zhang

Mengjie Zhang

Victoria University of Wellington

Publications: 62

Graham Kendall

Graham Kendall

MILA University

Publications: 37

Yi Mei

Yi Mei

Victoria University of Wellington

Publications: 36

Su Nguyen

Su Nguyen

RMIT University

Publications: 34

Edmund K. Burke

Edmund K. Burke

Bangor University

Publications: 29

Markus Wagner

Markus Wagner

Monash University

Publications: 19

Kay Chen Tan

Kay Chen Tan

Hong Kong Polytechnic University

Publications: 18

Greet Van den Berghe

Greet Van den Berghe

KU Leuven

Publications: 17

Dirk Sudholt

Dirk Sudholt

University of Sheffield

Publications: 17

Carlos A. Coello Coello

Carlos A. Coello Coello

CINVESTAV

Publications: 16

Rong Qu

Rong Qu

University of Nottingham

Publications: 16

Esteban Domingo

Esteban Domingo

Centro de Biología Molecular Severo Ochoa

Publications: 15

Andries P. Engelbrecht

Andries P. Engelbrecht

Stellenbosch University

Publications: 15

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