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Marcello Pelillo

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 49 5785 5619 132 130 278 13235

Marcello Pelillo publications per year

The chart shows the history of publications by Marcello Pelillo between 1990 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Marcello Pelillo published across 36 years, from 1990 to 2025, averaging 8.9 papers a year. Output peaked at 21 publications in 2022. 29 of the 321 publications appeared in the last two years.

No. of publications
5 10 15 20
Bar chart. Horizontal axis: year, 1990 to 2025. Vertical axis: number of publications, 0 to 21. Peak 21 publications in 2022. 1990: 2 publications 1991: 2 publications 1992: 4 publications 1993: 5 publications 1994: 9 publications 1995: 5 publications 1996: 6 publications 1997: 7 publications 1998: 3 publications 1999: 5 publications 2000: 8 publications 2001: 10 publications 2002: 4 publications 2003: 17 publications 2004: 8 publications 2005: 3 publications 2006: 6 publications 2007: 5 publications 2008: 5 publications 2009: 10 publications 2010: 4 publications 2011: 7 publications 2012: 7 publications 2013: 17 publications 2014: 7 publications 2015: 14 publications 2016: 12 publications 2017: 12 publications 2018: 12 publications 2019: 10 publications 2020: 13 publications 2021: 15 publications 2022: 21 publications 2023: 17 publications 2024: 16 publications 2025: 13 publications
1990 2025

321 publications in total across all disciplines

View publications per year as a table
Marcello Pelillo: publications per year, 1990 to 2025
Year Publications
1990 2
1991 2
1992 4
1993 5
1994 9
1995 5
1996 6
1997 7
1998 3
1999 5
2000 8
2001 10
2002 4
2003 17
2004 8
2005 3
2006 6
2007 5
2008 5
2009 10
2010 4
2011 7
2012 7
2013 17
2014 7
2015 14
2016 12
2017 12
2018 12
2019 10
2020 13
2021 15
2022 21
2023 17
2024 16
2025 13
Total 321
Download as CSV

Marcello Pelillo publications per year - data summary

  • Marcello Pelillo, a Computer Science scholar from Ca Foscari University of Venice, has 321 publications recorded across 36 years, from 1990 to 2025.
  • The oldest publication on record dates to 1990 and the most recent to 2025.
  • The most productive year is 2022, with 21 publications.
  • The least productive years with any output are 1990 and 1991, with 2 publications each.
  • The rate of publication averages 8.9 papers per year over the whole span, or 8.9 per year counting only the 36 years with at least one publication.
  • The last 5 years on the chart (2021-2025) hold 82 publications, 26% of the career total.
  • Split into equal eras - 1990-2001: 66 publications (5.5 per year); 2002-2013: 93 publications (7.8 per year); 2014-2025: 162 publications (13.5 per year).
  • Comparing the opening and closing eras, the overall trend of publication is rising.

Marcello Pelillo 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 Marcello Pelillo 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, 272–281 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: 278 publications — 69th percentile

69% 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
272–281 335 278
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

Marcello Pelillo 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.
  • Marcello Pelillo, a Computer Science scholar from Ca Foscari University of Venice, records 278 publications - the 69th percentile of the discipline.
  • 69% of ranked Computer Science scientists score the same or lower than Marcello Pelillo, and about 31% score higher.
  • The median of the discipline falls in the 202–211 publications range, and Marcello Pelillo 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).

Marcello Pelillo 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 Marcello Pelillo 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, 48–49 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: 49 D-Index — 60th percentile

60% 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 49
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

Marcello Pelillo 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.
  • Marcello Pelillo, a Computer Science scholar from Ca Foscari University of Venice, records 49 D-Index - the 60th percentile of the discipline.
  • 60% of ranked Computer Science scientists score the same or lower than Marcello Pelillo, and about 40% score higher.
  • The median of the discipline falls in the 44–45 D-Index range, and Marcello Pelillo 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).

Overview

Marcello Pelillo is affiliated with Ca Foscari University of Venice in Italy. Their research work focuses primarily on computer science, with specific emphasis on computer vision and pattern recognition, artificial intelligence, signal processing, computational theory and mathematics, and statistical and nonlinear physics.

They have published extensively in various domains, with a strong presence in several key fields of study and subfields. The main fields of study include:

  • Computer Science

The subfields of study covered in their publications are:

  • Computer Vision and Pattern Recognition
  • Artificial Intelligence
  • Signal Processing
  • Computational Theory and Mathematics
  • Statistical and Nonlinear Physics

Their main topics of work cover a range of specialized areas, such as:

  • Image Processing and 3D Reconstruction
  • Adversarial Robustness in Machine Learning
  • Advanced Image and Video Retrieval Techniques
  • Handwritten Text Recognition Techniques
  • Anomaly Detection Techniques and Applications
  • Advanced Neural Network Applications
  • Advanced Graph Neural Networks

Pelillo has contributed noteworthy recent publications, including:

  • "Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images" (2021) published in IEEE Transactions on Geoscience and Remote Sensing
  • "Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning" (2023) published in ACM Computing Surveys
  • "HELP: An LSTM-based approach to hyperparameter exploration in neural network learning" (2021) published in Neurocomputing
  • "A black-box adversarial attack for poisoning clustering" (2021) published in Pattern Recognition
  • "Locality-aware subgraphs for inductive link prediction in knowledge graphs" (2023) published in Pattern Recognition Letters

The venues where Pelillo has frequently published include:

  • arXiv (Cornell University)
  • Pattern Recognition
  • Zenodo (CERN European Organization for Nuclear Research)
  • Pattern Recognition Letters
  • Neurocomputing

Pelillo has collaborated repeatedly with several co-authors, such as:

  • Sebastiano Vascon (33 publications)
  • Antonio Emanuele Cinà (19 publications)
  • Battista Biggio (15 publications)
  • Fabio Roli (15 publications)
  • Ambra Demontis (13 publications)

In addition to journal articles, they have contributed to books published primarily by Springer Science+Business Media and Frontiers Media. The Springer publications include multiple titles such as:

  • Analysis of Images, Social Networks and Texts (2020, 2021)
  • Structural, Syntactic, and Statistical Pattern Recognition (2021)
  • Image Analysis and Processing - ICIAP 2022 (2022)
  • Recent Trends in Analysis of Images, Social Networks and Texts (2021)

They also contributed to the volume titled "2022 Computer Science - Editor's Pick" published by Frontiers Media in 2023.

Best Publications

  • DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

    Gui-Song Xia;Xiang Bai;Jian Ding;Zhen Zhu

  • The maximum clique problem

    Immanuel M. Bomze;Marco Budinich;Panos M. Pardalos;Marcello Pelillo

  • Matching hierarchical structures using association graphs

    M. Pelillo;K. Siddiqi;S.W. Zucker

  • An iterative pruning algorithm for feedforward neural networks

    G. Castellano;A.M. Fanelli;M. Pelillo

  • Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges

    Jian Ding;Nan Xue;Gui-Song Xia;Xiang Bai

  • Dominant Sets and Pairwise Clustering

    M. Pavan;M. Pelillo

  • Structured class-labels in random forests for semantic image labelling

    Peter Kontschieder;Samuel Rota Bulo;Horst Bischof;Marcello Pelillo

  • A new graph-theoretic approach to clustering and segmentation

    M. Pavan;M. Pelillo

  • Replicator Equations, Maximal Cliques, and Graph Isomorphism

    Marcello Pelillo

  • Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images

    Kunping Yang;Gui-Song Xia;Zicheng Liu;Bo Du

  • Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition

    Chu Wang;Marcello Pelillo;Kaleem Siddiqi

  • A Game-Theoretic Approach to Hypergraph Clustering

    Samuel R. Bulò;Marcello Pelillo

  • Is data clustering in adversarial settings secure

    Battista Biggio;Ignazio Pillai;Samuel Rota Bulò;Davide Ariu

  • Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning

    Unknown

  • The Dynamics of Nonlinear Relaxation Labeling Processes

    Marcello Pelillo

  • A Game-Theoretic Approach to Hypergraph Clustering

    Samuel Rota Bul #x F;Marcello Pelillo

  • Approximating the maximum weight clique using replicator dynamics

    I.R. Bomze;M. Pelillo;V. Stix

  • Learning compatibility coefficients for relaxation labeling processes

    M. Pelillo;M. Refice

  • Matching as a non-cooperative game

    Andrea Albarelli;Samuel Rota Bulo;Andrea Torsello;Marcello Pelillo

  • Graph-based quadratic optimization: A fast evolutionary approach

    Samuel Rota Bulò;Marcello Pelillo;Immanuel M. Bomze

  • Polynomial-time metrics for attributed trees

    A. Torsello;D. Hidovic-Rowe;M. Pelillo

  • Relaxation labeling networks for the maximum clique problem

    Marcello Pelillo

Frequent Co-Authors

Samuel Rota Bulò
Samuel Rota Bulò Facebook (United States)
Andrea Torsello
Andrea Torsello Ca Foscari University of Venice
Edwin R. Hancock
Edwin R. Hancock University of York
Immanuel M. Bomze
Immanuel M. Bomze University of Vienna
Andrea Prati
Andrea Prati University of Parma
Kaleem Siddiqi
Kaleem Siddiqi McGill University
Vittorio Murino
Vittorio Murino University of Verona
Mário A. T. Figueiredo
Mário A. T. Figueiredo Instituto Superior Técnico
Steven W. Zucker
Steven W. Zucker Yale University
Horst Bischof
Horst Bischof Graz University of Technology

External Links

Personal website of Marcello Pelillo Google Scholar page

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Best Scientists Citing Marcello Pelillo

Edwin R. Hancock

Edwin R. Hancock

University of York

Publications: 74

Andrea Torsello

Andrea Torsello

Ca Foscari University of Venice

Publications: 38

Sergiy Butenko

Sergiy Butenko

Texas A&M University

Publications: 33

Liqun Qi

Liqun Qi

Hong Kong Polytechnic University

Publications: 31

Panos M. Pardalos

Panos M. Pardalos

University of Florida

Publications: 31

Horst Bunke

Horst Bunke

University of Bern

Publications: 29

Immanuel M. Bomze

Immanuel M. Bomze

University of Vienna

Publications: 26

Sven Dickinson

Sven Dickinson

University of Toronto

Publications: 22

Ali Shokoufandeh

Ali Shokoufandeh

Drexel University

Publications: 21

Michael A. Langston

Michael A. Langston

University of Tennessee at Knoxville

Publications: 20

Longin Jan Latecki

Longin Jan Latecki

Temple University

Publications: 19

Xiang Bai

Xiang Bai

Huazhong University of Science and Technology

Publications: 19

Richard Wilson

Richard Wilson

Harvard University

Publications: 18

Battista Biggio

Battista Biggio

University of Cagliari

Publications: 18

Fred Glover

Fred Glover

University of Colorado Boulder

Publications: 17

Steven W. Zucker

Steven W. Zucker

Yale University

Publications: 17

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2027 Best PsyD Programs in West Virginia: APA Accredited Online & Campus

2027 Best PsyD Programs in West Virginia: APA Accredited Online & Campus