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Holger H. Hoos
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Computer Science
Netherlands
2025

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 82 935 904 33 33 330 38740

Holger H. Hoos publications per year

The chart shows the history of publications by Holger H. Hoos between 1979 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Holger H. Hoos published across 48 years, from 1979 to 2026, averaging 7.7 papers a year. Output peaked at 27 publications in 2007. 16 of the 370 publications appeared in the last two years.

No. of publications
5 10 15 20 25
Bar chart. Horizontal axis: year, 1979 to 2026. Vertical axis: number of publications, 0 to 27. Peak 27 publications in 2007. 1979: 1 publication 1980: 0 publications 1981: 0 publications 1982: 0 publications 1983: 0 publications 1984: 0 publications 1985: 0 publications 1986: 0 publications 1987: 0 publications 1988: 0 publications 1989: 0 publications 1990: 0 publications 1991: 0 publications 1992: 0 publications 1993: 0 publications 1994: 1 publication 1995: 0 publications 1996: 4 publications 1997: 3 publications 1998: 12 publications 1999: 17 publications 2000: 9 publications 2001: 10 publications 2002: 11 publications 2003: 10 publications 2004: 14 publications 2005: 19 publications 2006: 6 publications 2007: 27 publications 2008: 6 publications 2009: 5 publications 2010: 9 publications 2011: 10 publications 2012: 13 publications 2013: 13 publications 2014: 14 publications 2015: 18 publications 2016: 14 publications 2017: 16 publications 2018: 14 publications 2019: 8 publications 2020: 17 publications 2021: 14 publications 2022: 17 publications 2023: 8 publications 2024: 14 publications 2025: 14 publications 2026: 2 publications
1979 2026

370 publications in total across all disciplines

View publications per year as a table
Holger H. Hoos: publications per year, 1979 to 2026
Year Publications
1979 1
1980 0
1981 0
1982 0
1983 0
1984 0
1985 0
1986 0
1987 0
1988 0
1989 0
1990 0
1991 0
1992 0
1993 0
1994 1
1995 0
1996 4
1997 3
1998 12
1999 17
2000 9
2001 10
2002 11
2003 10
2004 14
2005 19
2006 6
2007 27
2008 6
2009 5
2010 9
2011 10
2012 13
2013 13
2014 14
2015 18
2016 14
2017 16
2018 14
2019 8
2020 17
2021 14
2022 17
2023 8
2024 14
2025 14
2026 2
Total 370
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Holger H. Hoos publications per year - data summary

  • Holger H. Hoos, a Computer Science scholar from RWTH Aachen University, has 370 publications recorded across 48 years, from 1979 to 2026.
  • The oldest publication on record dates to 1979 and the most recent to 2026.
  • The most productive year is 2007, with 27 publications.
  • The least productive years with any output are 1979 and 1994, with 1 publication each.
  • 15 of the 48 years in the span carry no publications at all (1980, 1981, 1982, 1983 and others).
  • The rate of publication averages 7.7 papers per year over the whole span, or 11.2 per year counting only the 33 years with at least one publication.
  • The last 5 years on the chart (2022-2026) hold 55 publications, 15% of the career total.
  • Split into equal eras - 1979-1994: 2 publications (0.1 per year); 1995-2010: 162 publications (10.1 per year); 2011-2026: 206 publications (12.9 per year).
  • Comparing the opening and closing eras, the overall trend of publication is rising.

Holger H. Hoos 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 Holger H. Hoos 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, 322–331 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: 330 publications — 79th percentile

79% 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
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206 330
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

Holger H. Hoos publication distribution in Computer Science in 2026 - data summary

  • The chart plots the publication count of all 14,188 Computer Science scientists ranked by Research.com in 2026, grouped into 97 ranges running from 32–41 to 991+ publications.
  • Holger H. Hoos, a Computer Science scholar from RWTH Aachen University, records 330 publications - the 79th percentile of the discipline.
  • 79% of ranked Computer Science scientists score the same or lower than Holger H. Hoos, and about 21% score higher.
  • The median of the discipline falls in the 202–211 publications range, and Holger H. Hoos ranks above the median.
  • The most crowded range is 142–151 publications, holding 609 scientists (4% of the field).
  • 70% of the field sits in the lowest quarter of the value range (up to 272–281 publications), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 991 publications or more, 100 scientists in all (<1% of the field).

Holger H. Hoos 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 Holger H. Hoos 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, 82–83 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: 82 D-Index — 94th percentile

94% 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
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 82
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

Holger H. Hoos D-index placement in Computer Science in 2026 - data summary

  • The chart plots the discipline H-index (D-index) of all 14,188 Computer Science scientists ranked by Research.com in 2026, grouped into 52 ranges running from 30–31 to 131+ D-Index.
  • Holger H. Hoos, a Computer Science scholar from RWTH Aachen University, records 82 D-Index - the 94th percentile of the discipline.
  • 94% of ranked Computer Science scientists score the same or lower than Holger H. Hoos, and about 6% score higher.
  • The median of the discipline falls in the 44–45 D-Index range, and Holger H. Hoos ranks above the median.
  • The most crowded range is 36–37 D-Index, holding 990 scientists (7% of the field).
  • 71% of the field sits in the lowest quarter of the value range (up to 54–55 D-Index), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 131 D-Index or more, 98 scientists in all (<1% of the field).

Research.com Recognitions

  • 2025 - Research.com Computer Science in Netherlands Leader Award
  • 2022 - Research.com Computer Science in Netherlands Leader Award
  • 2020 - ACM Fellow For contributions to automated algorithm selection and configuration for optimization and machine learning
  • 2015 - Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) For significant contributions to the field of automated reasoning and the development of widely used methods for algorithm selection and configuration

Overview

Holger H. Hoos is affiliated with RWTH Aachen University in Germany and has a research focus within Computer Science, with a specialized concentration in Artificial Intelligence. Their work encompasses subfields including Management Science and Operations Research, Computer Networks and Communications, Computational Theory and Mathematics, and Information Systems.

Their research topics cover several areas such as Machine Learning and Data Classification, Machine Learning and Algorithms, Adversarial Robustness in Machine Learning, Data Stream Mining Techniques, Metaheuristic Optimization Algorithms Research, Big Data and Business Intelligence, and Constraint Satisfaction and Optimization.

Hoos has contributed to numerous recent publications, with notable papers including:

  • "A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence" (2020, Computer)
  • "Automated machine learning: past, present and future" (2024, Artificial Intelligence Review)
  • "Predicting the 9-year course of mood and anxiety disorders with automated machine learning: A comparison between auto-sklearn, naïve Bayes classifier, and traditional logistic regression" (2021, Psychiatry Research)
  • "Artificial intelligence to advance Earth observation:: A review of models, recent trends, and pathways forward" (2023, arXiv (Cornell University))
  • "Automating data science" (2022, Communications of the ACM)

The venues in which Hoos frequently publishes include:

  • arXiv (Cornell University) with 15 publications
  • Zenodo (CERN European Organization for Nuclear Research) with 11 publications
  • Proceedings of the AAAI Conference on Artificial Intelligence with 4 publications
  • Journal of Artificial Intelligence Research with 3 publications
  • International Transactions in Operational Research with 3 publications

Coauthors who have collaborated frequently with Hoos include:

  • Koen van der Blom (14 coauthored papers)
  • Alex Serban (13 coauthored papers)
  • Joost Visser (13 coauthored papers)
  • Jan N. van Rijn (11 coauthored papers)
  • Mitra Baratchi (8 coauthored papers)

Hoos is recognized within the scientific community through awards such as:

  • ACM Fellow awarded in 2020 for contributions to automated algorithm selection and configuration for optimization and machine learning
  • Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) awarded in 2015 for significant contributions to automated reasoning and the development of widely used methods for algorithm selection and configuration

Best Publications

  • MAX-MIN Ant system

    Thomas Stützle;Holger H. Hoos

  • Sequential model-based optimization for general algorithm configuration

    Frank Hutter;Holger H. Hoos;Kevin Leyton-Brown

  • A survey on semi-supervised learning

    Jesper E. van Engelen;Holger H. Hoos;Holger H. Hoos

  • Stochastic Local Search: Foundations & Applications

    Holger Hoos;Thomas Sttzle

  • Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms

    Chris Thornton;Frank Hutter;Holger H. Hoos;Kevin Leyton-Brown

  • CP-nets: a tool for representing and reasoning with conditional ceteris paribus preference statements

    Craig Boutilier;Ronen I. Brafman;Carmel Domshlak;Holger H. Hoos

  • MAX-MIN Ant System and local search for the traveling salesman problem

    T. Stutzle;H. Hoos

  • SATzilla: portfolio-based algorithm selection for SAT

    Lin Xu;Frank Hutter;Holger H. Hoos;Kevin Leyton-Brown

  • ParamILS: An Automatic Algorithm Configuration Framework

    Frank Hutter;Thomas Stuetzle;Kevin Leyton-Brown;Holger H. Hoos

  • Improvements on the Ant-System: Introducing the MAX-MIN Ant System

    Thomas Stützle;Holger H. Hoos

  • Auto-WEKA 2.0: automatic model selection and hyperparameter optimization in WEKA

    Lars Kotthoff;Chris Thornton;Holger H. Hoos;Frank Hutter

  • Critical assessment of automated flow cytometry data analysis techniques

    Nima Aghaeepour;Greg Finak

  • Algorithm runtime prediction: methods & evaluation

    Frank Hutter;Lin Xu;Holger H. Hoos;Kevin Leyton-Brown

  • Performance prediction and automated tuning of randomized and parametric algorithms

    Frank Hutter;Youssef Hamadi;Holger H. Hoos;Kevin Leyton-Brown

  • SATLIB: An Online Resource for Research on SAT

    Holger H. Hoos;Thomas Stützle;I. Gent;H. Van Maaren

  • Automated Algorithm Selection: Survey and Perspectives

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

  • An Efficient Approach for Assessing Hyperparameter Importance

    Frank Hutter;Holger Hoos;Kevin Leyton-Brown

  • An ant colony optimisation algorithm for the 2D and 3D hydrophobic polar protein folding problem

    Alena Shmygelska;Holger H Hoos

  • RNA STRAND: The RNA Secondary Structure and Statistical Analysis Database

    Mirela Andronescu;Vera Bereg;Holger H Hoos;Anne Condon

  • Reasoning with conditional ceteris paribus preference statements

    Craig Boutilier;Ronen I. Brafman;Holger H. Hoos;David Poole

Frequent Co-Authors

Kevin Leyton-Brown
Kevin Leyton-Brown University of British Columbia
Frank Hutter
Frank Hutter University of Freiburg
Thomas Stützle
Thomas Stützle Université Libre de Bruxelles
Torsten Schaub
Torsten Schaub University of Potsdam
Anne Condon
Anne Condon University of British Columbia
Craig Boutilier
Craig Boutilier Google (United States)
Alan J. Hu
Alan J. Hu University of British Columbia
Mauro Birattari
Mauro Birattari Université Libre de Bruxelles
Ronen I. Brafman
Ronen I. Brafman Ben-Gurion University of the Negev
David Poole
David Poole University of British Columbia

External Links

Wikipedia of Holger H. Hoos Personal website of Holger H. Hoos Google Scholar page

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Marco Dorigo

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Publications: 57

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Publications: 54

Abdul Sattar

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Griffith University

Publications: 52

Mauro Birattari

Mauro Birattari

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Publications: 50

Manuel López-Ibáñez

Manuel López-Ibáñez

University of Manchester

Publications: 48

Jin-Kao Hao

Jin-Kao Hao

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Publications: 46

Jérôme Lang

Jérôme Lang

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Publications: 46

Toby Walsh

Toby Walsh

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Publications: 43

Tuomas Sandholm

Tuomas Sandholm

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Publications: 41

David H. Mathews

David H. Mathews

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Publications: 35

Christian Blum

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Publications: 33

Frank Neumann

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