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Pierre Geurts

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Engineering and Technology 43 5975 5765 75 75 178 25896

Pierre Geurts publications per year

The chart shows the history of publications by Pierre Geurts between 1998 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Pierre Geurts published across 28 years, from 1998 to 2025, averaging 7.3 papers a year. Output peaked at 14 publications in 2011. 3 of the 205 publications appeared in the last two years.

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

205 publications in total across all disciplines

View publications per year as a table
Pierre Geurts: publications per year, 1998 to 2025
Year Publications
1998 2
1999 1
2000 3
2001 3
2002 1
2003 5
2004 3
2005 13
2006 13
2007 10
2008 5
2009 10
2010 9
2011 14
2012 11
2013 7
2014 12
2015 14
2016 11
2017 8
2018 9
2019 7
2020 7
2021 12
2022 3
2023 9
2024 2
2025 1
Total 205
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Pierre Geurts publication distribution in Engineering and Technology in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Engineering and Technology in 2026. The highlighted bar marks where Pierre Geurts sits on this spectrum.

No. of scientists
100 200 300 400
Bar chart with 78 bars. Horizontal axis: publications, 38–47 to 804+. Vertical axis: number of scientists, 0 to 457. Most scientists, 457, have 148–157 publications. The last bar groups every scientist with 804 publications or more. The highlighted bar, 178–187 publications, is where this scientist sits. 38–47 publications: 20 scientists 48–57 publications: 35 scientists 58–67 publications: 96 scientists 68–77 publications: 135 scientists 78–87 publications: 190 scientists 88–97 publications: 259 scientists 98–107 publications: 283 scientists 108–117 publications: 369 scientists 118–127 publications: 341 scientists 128–137 publications: 386 scientists 138–147 publications: 372 scientists 148–157 publications: 457 scientists 158–167 publications: 415 scientists 168–177 publications: 407 scientists 178–187 publications: 421 scientists 188–197 publications: 378 scientists 198–207 publications: 403 scientists 208–217 publications: 317 scientists 218–227 publications: 346 scientists 228–237 publications: 321 scientists 238–247 publications: 260 scientists 248–257 publications: 280 scientists 258–267 publications: 240 scientists 268–277 publications: 214 scientists 278–287 publications: 242 scientists 288–297 publications: 203 scientists 298–307 publications: 166 scientists 308–317 publications: 154 scientists 318–327 publications: 175 scientists 328–337 publications: 159 scientists 338–347 publications: 99 scientists 348–357 publications: 131 scientists 358–367 publications: 106 scientists 368–377 publications: 118 scientists 378–387 publications: 97 scientists 388–397 publications: 108 scientists 398–407 publications: 82 scientists 408–417 publications: 71 scientists 418–427 publications: 64 scientists 428–437 publications: 55 scientists 438–447 publications: 54 scientists 448–457 publications: 60 scientists 458–467 publications: 47 scientists 468–477 publications: 40 scientists 478–487 publications: 30 scientists 488–497 publications: 29 scientists 498–507 publications: 38 scientists 508–517 publications: 40 scientists 518–527 publications: 32 scientists 528–537 publications: 23 scientists 538–547 publications: 28 scientists 548–557 publications: 23 scientists 558–567 publications: 19 scientists 568–577 publications: 16 scientists 578–587 publications: 17 scientists 588–597 publications: 18 scientists 598–607 publications: 22 scientists 608–617 publications: 15 scientists 618–627 publications: 9 scientists 628–637 publications: 11 scientists 638–647 publications: 21 scientists 648–657 publications: 12 scientists 658–667 publications: 9 scientists 668–677 publications: 11 scientists 678–687 publications: 9 scientists 688–697 publications: 6 scientists 698–707 publications: 14 scientists 708–717 publications: 7 scientists 718–727 publications: 8 scientists 728–737 publications: 10 scientists 738–747 publications: 9 scientists 748–757 publications: 5 scientists 758–767 publications: 5 scientists 768–777 publications: 11 scientists 778–787 publications: 7 scientists 788–797 publications: 2 scientists 798–803 publications: 4 scientists 804+ publications: 100 scientists
38–47 publications 804+

This scientist: 178 publications — 39th percentile

39% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 804 publications or more.

View publications distribution as a table
Number of Engineering and Technology scientists by publication count, Research.com 2026 ranking edition. Based on 9,796 ranked scientists.
Publications Scientists This scientist
38–47 20
48–57 35
58–67 96
68–77 135
78–87 190
88–97 259
98–107 283
108–117 369
118–127 341
128–137 386
138–147 372
148–157 457
158–167 415
168–177 407
178–187 421 178
188–197 378
198–207 403
208–217 317
218–227 346
228–237 321
238–247 260
248–257 280
258–267 240
268–277 214
278–287 242
288–297 203
298–307 166
308–317 154
318–327 175
328–337 159
338–347 99
348–357 131
358–367 106
368–377 118
378–387 97
388–397 108
398–407 82
408–417 71
418–427 64
428–437 55
438–447 54
448–457 60
458–467 47
468–477 40
478–487 30
488–497 29
498–507 38
508–517 40
518–527 32
528–537 23
538–547 28
548–557 23
558–567 19
568–577 16
578–587 17
588–597 18
598–607 22
608–617 15
618–627 9
628–637 11
638–647 21
648–657 12
658–667 9
668–677 11
678–687 9
688–697 6
698–707 14
708–717 7
718–727 8
728–737 10
738–747 9
748–757 5
758–767 5
768–777 11
778–787 7
788–797 2
798–803 4
804+ 100
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Pierre Geurts D-index placement in Engineering and Technology in 2026

The chart shows the D-index (discipline H-index) distribution of Engineering and Technology scientists ranked by Research.com in 2026. The highlighted bar marks where Pierre Geurts sits on this spectrum.

No. of scientists
100 200 300 400
Bar chart with 78 bars. Horizontal axis: D-Index, 30 to 107+. Vertical axis: number of scientists, 0 to 426. Most scientists, 426, have 42 D-Index. The last bar groups every scientist with 107 D-Index or more. The highlighted bar, 43 D-Index, is where this scientist sits. 30 D-Index: 59 scientists 31 D-Index: 114 scientists 32 D-Index: 129 scientists 33 D-Index: 189 scientists 34 D-Index: 200 scientists 35 D-Index: 262 scientists 36 D-Index: 311 scientists 37 D-Index: 312 scientists 38 D-Index: 350 scientists 39 D-Index: 385 scientists 40 D-Index: 348 scientists 41 D-Index: 362 scientists 42 D-Index: 426 scientists 43 D-Index: 380 scientists 44 D-Index: 310 scientists 45 D-Index: 341 scientists 46 D-Index: 301 scientists 47 D-Index: 306 scientists 48 D-Index: 271 scientists 49 D-Index: 246 scientists 50 D-Index: 210 scientists 51 D-Index: 253 scientists 52 D-Index: 213 scientists 53 D-Index: 221 scientists 54 D-Index: 195 scientists 55 D-Index: 186 scientists 56 D-Index: 170 scientists 57 D-Index: 167 scientists 58 D-Index: 166 scientists 59 D-Index: 144 scientists 60 D-Index: 152 scientists 61 D-Index: 141 scientists 62 D-Index: 138 scientists 63 D-Index: 131 scientists 64 D-Index: 118 scientists 65 D-Index: 114 scientists 66 D-Index: 119 scientists 67 D-Index: 95 scientists 68 D-Index: 87 scientists 69 D-Index: 77 scientists 70 D-Index: 89 scientists 71 D-Index: 69 scientists 72 D-Index: 54 scientists 73 D-Index: 46 scientists 74 D-Index: 55 scientists 75 D-Index: 54 scientists 76 D-Index: 49 scientists 77 D-Index: 53 scientists 78 D-Index: 46 scientists 79 D-Index: 28 scientists 80 D-Index: 39 scientists 81 D-Index: 36 scientists 82 D-Index: 24 scientists 83 D-Index: 26 scientists 84 D-Index: 36 scientists 85 D-Index: 18 scientists 86 D-Index: 25 scientists 87 D-Index: 19 scientists 88 D-Index: 26 scientists 89 D-Index: 27 scientists 90 D-Index: 23 scientists 91 D-Index: 15 scientists 92 D-Index: 12 scientists 93 D-Index: 9 scientists 94 D-Index: 15 scientists 95 D-Index: 10 scientists 96 D-Index: 13 scientists 97 D-Index: 13 scientists 98 D-Index: 9 scientists 99 D-Index: 7 scientists 100 D-Index: 7 scientists 101 D-Index: 8 scientists 102 D-Index: 7 scientists 103 D-Index: 7 scientists 104 D-Index: 9 scientists 105 D-Index: 6 scientists 106 D-Index: 9 scientists 107+ D-Index: 99 scientists
30 D-Index 107+

This scientist: 43 D-Index — 39th percentile

39% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 107 D-Index or more.

View D-Index distribution as a table
Number of Engineering and Technology scientists by D-index, Research.com 2026 ranking edition. Based on 9,796 ranked scientists.
D-Index Scientists This scientist
30 59
31 114
32 129
33 189
34 200
35 262
36 311
37 312
38 350
39 385
40 348
41 362
42 426
43 380 43
44 310
45 341
46 301
47 306
48 271
49 246
50 210
51 253
52 213
53 221
54 195
55 186
56 170
57 167
58 166
59 144
60 152
61 141
62 138
63 131
64 118
65 114
66 119
67 95
68 87
69 77
70 89
71 69
72 54
73 46
74 55
75 54
76 49
77 53
78 46
79 28
80 39
81 36
82 24
83 26
84 36
85 18
86 25
87 19
88 26
89 27
90 23
91 15
92 12
93 9
94 15
95 10
96 13
97 13
98 9
99 7
100 7
101 8
102 7
103 7
104 9
105 6
106 9
107+ 99
Download as CSV

Overview

Pierre Geurts is affiliated with the University of Liège in Belgium and has a focused research profile primarily within the domain of Computer Science. Their research output covers various subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Control and Systems Engineering, Cognitive Neuroscience, and Molecular Biology.

The main topics of Pierre Geurts' research include:

  • Machine Learning and Data Classification
  • Neural Networks and Applications
  • Domain Adaptation and Few-Shot Learning
  • Aesthetic Perception and Analysis
  • Explainable Artificial Intelligence (XAI)
  • Music and Audio Processing
  • Diverse Musicological Studies

Frequent co-authors collaborating with Pierre Geurts are:

  • Walter Daelemans
  • Mike Kestemont
  • Vân Anh Huynh-Thu
  • Karine Lasaracina
  • Matthia Sabatelli

The scientist has published notably in these venues:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • Machine Learning
  • Open Repository and Bibliography (University of Liège)
  • Data Mining and Knowledge Discovery

Recent publications include:

  • "Can local explanation techniques explain linear additive models?" (2023) in Data Mining and Knowledge Discovery
  • "Transfer Learning with Style Transfer between the Photorealistic and Artistic Domain" (2021) in Electronic Imaging
  • "Recent Advances in Bioimage Analysis Methods for Detecting Skeletal Deformities in Biomedical and Aquaculture Fish Species" (2023) in Biomolecules
  • "Optimizing model-agnostic random subspace ensembles" (2023) in Machine Learning
  • "From global to local MDI variable importances for random forests and when they are Shapley values" (2021) in arXiv (Cornell University)

In addition to articles and conference papers, Pierre Geurts has contributed to book literature with a publication titled Artificial Intelligence and Machine Learning released by Springer Science+Business Media in 2020.

Best Publications

  • Extremely randomized trees

    Pierre Geurts;Damien Ernst;Louis Wehenkel

  • SCENIC: single-cell regulatory network inference and clustering.

    Sara Aibar;Carmen Bravo González-Blas;Thomas Moerman;Vân Anh Huynh-Thu

  • Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

    Vân Anh Huynh-Thu;Alexandre Irrthum;Louis Wehenkel;Pierre Geurts

  • Tree-Based Batch Mode Reinforcement Learning

    Damien Ernst;Pierre Geurts;Louis Wehenkel

  • Understanding variable importances in forests of randomized trees

    Gilles Louppe;Louis Wehenkel;Antonio Sutera;Pierre Geurts

  • Pattern Extraction for Time Series Classification

    Pierre Geurts

  • Random subwindows for robust image classification

    R. Maree;P. Geurts;J. Piater;L. Wehenkel

  • Supervised learning with decision tree-based methods in computational and systems biology

    Pierre Geurts;Alexandre Irrthum;Louis Wehenkel

  • Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge

    Ching-Wei Wang;Cheng-Ta Huang;Meng-Che Hsieh;Chung-Hsing Li

  • dynGENIE3: dynamical GENIE3 for the inference of gene networks from time series expression data.

    Vân Anh Huynh-Thu;Pierre Geurts

  • Collaborative analysis of multi-gigapixel imaging data using Cytomine

    Raphaël Marée;Loïc Rollus;Benjamin Stévens;Renaud Hoyoux

  • MicroRNAs profiling in murine models of acute and chronic asthma: a relationship with mRNAs targets.

    Nancy Garbacki;Emmanuel Di Valentin;Vân Anh Huynh-Thu;Pierre Geurts

  • Proteomic mass spectra classification using decision tree based ensemble methods

    Pierre Geurts;Marianne Fillet;Dominique De Seny;Marie-Alice Meuwis

  • Ensembles on random patches

    Gilles Louppe;Pierre Geurts

  • Discovery of new rheumatoid arthritis biomarkers using the surface‐enhanced laser desorption/ionization time‐of‐flight mass spectrometry ProteinChip approach

    Dominique de Seny;Marianne Fillet;Marie-Alice Meuwis;Pierre Geurts

  • Comparison of Deep Transfer Learning Strategies for Digital Pathology

    Romain Mormont;Pierre Geurts;Raphael Maree

  • Statistical interpretation of machine learning-based feature importance scores for biomarker discovery

    Vân Anh Huynh-Thu;Yvan Saeys;Louis Wehenkel;Pierre Geurts

  • Automated processing of zebrafish imaging data - a survey

    Ralf Mikut;Thomas Dickmeis;Wolfgang Driever;Pierre Geurts

  • Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities

    Alberto Del Angel;Pierre Geurts;Damien Ernst;Mevludin Glavic

  • Cerebral functional connectivity periodically (de)synchronizes with anatomical constraints

    Raphaël Liégeois;Erik Ziegler;Christophe Phillips;Pierre Geurts

  • DMFSGD: a decentralized matrix factorization algorithm for network distance prediction

    Yongjun Liao;Wei Du;Pierre Geurts;Guy Leduc

Frequent Co-Authors

Louis Wehenkel
Louis Wehenkel University of Liège
Damien Ernst
Damien Ernst University of Liège
Christophe Phillips
Christophe Phillips University of Liège
Yvan Saeys
Yvan Saeys Ghent University
Marie-Paule Merville
Marie-Paule Merville University of Liège
Marianne Fillet
Marianne Fillet University of Liège
Vincent Bours
Vincent Bours University of Liège
Christine Bastin
Christine Bastin University of Liège
Justus Piater
Justus Piater University of Innsbruck
Marco Wiering
Marco Wiering University of Groningen

External Links

Personal website of Pierre Geurts Google Scholar page

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Best Scientists Citing Pierre Geurts

Damien Ernst

Damien Ernst

University of Liège

Publications: 65

Louis Wehenkel

Louis Wehenkel

University of Liège

Publications: 52

Andrea Castelletti

Andrea Castelletti

Polytechnic University of Milan

Publications: 33

Martin Riedmiller

Martin Riedmiller

DeepMind (United Kingdom)

Publications: 27

Robert Babuska

Robert Babuska

Delft University of Technology

Publications: 27

Stein Aerts

Stein Aerts

KU Leuven

Publications: 26

Aviv Regev

Aviv Regev

Genentech

Publications: 24

Sarah A. Teichmann

Sarah A. Teichmann

University of Cambridge

Publications: 24

Qin Ma

Qin Ma

The Ohio State University

Publications: 23

Florent Ginhoux

Florent Ginhoux

Agency for Science, Technology and Research

Publications: 21

Csaba Szepesvári

Csaba Szepesvári

University of Alberta

Publications: 20

Jan Peters

Jan Peters

Technical University of Darmstadt

Publications: 19

John C. Marioni

John C. Marioni

European Bioinformatics Institute

Publications: 19

Fuchou Tang

Fuchou Tang

Peking University

Publications: 19

Roland Eils

Roland Eils

Charité - University Medicine Berlin

Publications: 19

Bart De Schutter

Bart De Schutter

Delft University of Technology

Publications: 18

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