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Heike Trautmann

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 36 11335 11012 567 554 156 4913

Heike Trautmann publications per year

The chart shows the history of publications by Heike Trautmann between 2004 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Heike Trautmann published across 22 years, from 2004 to 2025, averaging 8.2 papers a year. Output peaked at 14 publications in 2019. 21 of the 180 publications appeared in the last two years.

No. of publications
5 10
Bar chart. Horizontal axis: year, 2004 to 2025. Vertical axis: number of publications, 0 to 14. Peak 14 publications in 2019. 2004: 4 publications 2005: 2 publications 2006: 2 publications 2007: 2 publications 2008: 2 publications 2009: 8 publications 2010: 11 publications 2011: 4 publications 2012: 7 publications 2013: 13 publications 2014: 5 publications 2015: 9 publications 2016: 13 publications 2017: 11 publications 2018: 10 publications 2019: 14 publications 2020: 14 publications 2021: 10 publications 2022: 12 publications 2023: 6 publications 2024: 10 publications 2025: 11 publications
2004 2025

180 publications in total across all disciplines

View publications per year as a table
Heike Trautmann: publications per year, 2004 to 2025
Year Publications
2004 4
2005 2
2006 2
2007 2
2008 2
2009 8
2010 11
2011 4
2012 7
2013 13
2014 5
2015 9
2016 13
2017 11
2018 10
2019 14
2020 14
2021 10
2022 12
2023 6
2024 10
2025 11
Total 180
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Heike Trautmann 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 Heike Trautmann 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, 152–161 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: 156 publications — 29th percentile

29% 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
152–161 559 156
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
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

Heike Trautmann 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 Heike Trautmann 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, 36–37 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: 36 D-Index — 23rd percentile

23% 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 36
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
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

Heike Trautmann is affiliated with the University of Münster in Germany and works primarily in the field of Computer Science. Their research spans several specialized subfields including Artificial Intelligence, Computational Theory and Mathematics, Management Science and Operations Research, Computer Networks and Communications, and Control and Systems Engineering.

The scientist's research interests are reflected in a variety of topics prominently covered in their work. These include:

  • Advanced Multi-Objective Optimization Algorithms
  • Metaheuristic Optimization Algorithms Research
  • Machine Learning and Data Classification
  • Hate Speech and Cyberbullying Detection
  • Vehicle Routing Optimization Methods
  • Constraint Satisfaction and Optimization
  • Scheduling and Timetabling Solutions

Heike Trautmann has contributed to multiple research articles published in academic journals and conferences. Notable recent papers include:

  • "Demystifying Social Bots: On the Intelligence of Automated Social Media Actors" (2020, Social Media + Society)
  • "What is it about humanity that we can't give away to intelligent machines? A European perspective" (2021, International Journal of Information Management)
  • "Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization" (2021, Computers & Operations Research)
  • "Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python" (2023, Evolutionary Computation)
  • "Benchmarking Crisis in Social Media Analytics: A Solution for the Data-Sharing Problem" (2021, Social Science Computer Review)

Collaborations are a key component of Trautmann's research output. Frequent coauthors include Pascal Kerschke, Moritz Vinzent Seiler, Christian Grimme, Raphael Patrick Prager, and Jakob Bossek. These collaborations highlight interconnected research efforts within optimization and evolutionary computation domains.

The venues where Trautmann's work is published are diverse, with a concentration in evolutionary computation and related fields. Frequent publication venues include:

  • arXiv (Cornell University)
  • Proceedings of the Genetic and Evolutionary Computation Conference
  • Evolutionary Computation
  • IEEE Transactions on Evolutionary Computation
  • Proceedings of the Genetic and Evolutionary Computation Conference Companion

In addition to journal and conference papers, Heike Trautmann has contributed to book publications. These include works published by Springer Science+Business Media, featuring titles such as "Parallel Problem Solving from Nature - PPSN XVI" published in 2020. Trautmann also has editorial or authorial contributions in the volume "Hate Speech" published by Aktivismus- und Propagandaforschung in 2022.

Best Publications

  • Automated Algorithm Selection: Survey and Perspectives

    Pascal Kerschke;Holger H. Hoos;Frank Neumann;Heike Trautmann

  • Exploratory landscape analysis

    Olaf Mersmann;Bernd Bischl;Heike Trautmann;Mike Preuss

  • Resampling methods for meta-model validation with recommendations for evolutionary computation

    B. Bischl;O. Mersmann;H. Trautmann;C. Weihs

  • On the properties of the R2 indicator

    Dimo Brockhoff;Tobias Wagner;Heike Trautmann

  • Algorithm selection based on exploratory landscape analysis and cost-sensitive learning

    Bernd Bischl;Olaf Mersmann;Heike Trautmann;Mike Preuß

  • Social Bots: Human-Like by Means of Human Control?

    Christian Grimme;Mike Preuss;Lena Adam;Heike Trautmann

  • Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning

    Pascal Kerschke;Heike Trautmann

  • Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions

    Tobias Wagner;Heike Trautmann

  • Benchmarking evolutionary algorithms: towards exploratory landscape analysis

    Olaf Mersmann;Mike Preuss;Heike Trautmann

  • R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection

    Heike Trautmann;Tobias Wagner;Dimo Brockhoff

  • Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package flacco

    Pascal Kerschke;Heike Trautmann

  • A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem

    Olaf Mersmann;Bernd Bischl;Heike Trautmann;Markus Wagner

  • 2 indicator-based multiobjective search

    Dimo Brockhoff;Tobias Wagner;Heike Trautmann

  • Detecting Funnel Structures by Means of Exploratory Landscape Analysis

    Pascal Kerschke;Mike Preuss;Simon Wessing;Heike Trautmann

  • On the distribution of the desirability index using Harrington’s desirability function

    Heike Trautmann;Claus Weihs

  • Leveraging TSP Solver Complementarity through Machine Learning

    Pascal Kerschke;Lars Kotthoff;Jakob Bossek;Holger H. Hoos

  • Demystifying Social Bots: On the Intelligence of Automated Social Media Actors:

    Dennis Assenmacher;Lena Clever;Lena Frischlich;Lena Frischlich;Thorsten Quandt

  • Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection

    Lars Kotthoff;Pascal Kerschke;Holger H Hoos;Heike Trautmann

  • Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms

    Matthias Carnein;Heike Trautmann

  • Statistical methods for convergence detection of multi-objective evolutionary algorithms

    H. Trautmann;T. Wagner;B. Naujoks;M. Preuss

  • Preference-Based Pareto-Optimization in Certain and Noisy Environments

    Heike Trautmann;Jörn Mehnen

Frequent Co-Authors

Günter Rudolph
Günter Rudolph TU Dortmund University
Mike Preuss
Mike Preuss Leiden University
Bernd Bischl
Bernd Bischl Ludwig-Maximilians-Universität München
Frank Neumann
Frank Neumann University of Adelaide
Michael Emmerich
Michael Emmerich Leiden University
Markus Wagner
Markus Wagner Monash University
Holger H. Hoos
Holger H. Hoos RWTH Aachen University
Dimo Brockhoff
Dimo Brockhoff French Institute for Research in Computer Science and Automation - INRIA
Gottfried Vossen
Gottfried Vossen University of Münster
Jörg Becker
Jörg Becker University of Münster

External Links

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CINVESTAV

Publications: 49

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Publications: 38

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Thomas Bäck

Leiden University

Publications: 23

Michael Emmerich

Michael Emmerich

Leiden University

Publications: 22

Xin Yao

Xin Yao

Lingnan University

Publications: 21

Holger H. Hoos

Holger H. Hoos

RWTH Aachen University

Publications: 20

Bernd Bischl

Bernd Bischl

Ludwig-Maximilians-Universität München

Publications: 20

Markus Wagner

Markus Wagner

Monash University

Publications: 20

Hisao Ishibuchi

Hisao Ishibuchi

Southern University of Science and Technology

Publications: 17

Yaochu Jin

Yaochu Jin

Westlake University

Publications: 15

Eyke Hüllermeier

Eyke Hüllermeier

Ludwig-Maximilians-Universität München

Publications: 13

Qingfu Zhang

Qingfu Zhang

City University of Hong Kong

Publications: 13

Andries P. Engelbrecht

Andries P. Engelbrecht

Stellenbosch University

Publications: 12

Thomas Stützle

Thomas Stützle

Université Libre de Bruxelles

Publications: 12

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Dimo Brockhoff

French Institute for Research in Computer Science and Automation - INRIA

Publications: 11

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Frank Hutter

University of Freiburg

Publications: 10

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