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Matthias Dehmer

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Mathematics 43 1683 1456 728 585 238 8631
Computer Science 50 5581 5424 2550 2463 319 11104

Matthias Dehmer publications per year

The chart shows the history of publications by Matthias Dehmer between 1998 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Matthias Dehmer published across 28 years, from 1998 to 2025, averaging 14.1 papers a year. Output peaked at 40 publications in 2019. 10 of the 396 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 1998 to 2025. Vertical axis: number of publications, 0 to 40. Peak 40 publications in 2019. 1998: 1 publication 1999: 0 publications 2000: 1 publication 2001: 0 publications 2002: 0 publications 2003: 0 publications 2004: 3 publications 2005: 11 publications 2006: 6 publications 2007: 14 publications 2008: 15 publications 2009: 15 publications 2010: 12 publications 2011: 14 publications 2012: 19 publications 2013: 21 publications 2014: 23 publications 2015: 21 publications 2016: 19 publications 2017: 16 publications 2018: 21 publications 2019: 40 publications 2020: 27 publications 2021: 27 publications 2022: 32 publications 2023: 28 publications 2024: 4 publications 2025: 6 publications
1998 2025

396 publications in total across all disciplines

View publications per year as a table
Matthias Dehmer: publications per year, 1998 to 2025
Year Publications
1998 1
1999 0
2000 1
2001 0
2002 0
2003 0
2004 3
2005 11
2006 6
2007 14
2008 15
2009 15
2010 12
2011 14
2012 19
2013 21
2014 23
2015 21
2016 19
2017 16
2018 21
2019 40
2020 27
2021 27
2022 32
2023 28
2024 4
2025 6
Total 396
Download as CSV

Matthias Dehmer publication distribution in Mathematics in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mathematics in 2026. The highlighted bar marks where Matthias Dehmer sits on this spectrum.

No. of scientists
25 50 75 100
Bar chart with 100 bars. Horizontal axis: publications, 42–46 to 537+. Vertical axis: number of scientists, 0 to 112. Most scientists, 112, have 142–146 publications. The last bar groups every scientist with 537 publications or more. The highlighted bar, 237–241 publications, is where this scientist sits. 42–46 publications: 3 scientists 47–51 publications: 5 scientists 52–56 publications: 7 scientists 57–61 publications: 20 scientists 62–66 publications: 14 scientists 67–71 publications: 25 scientists 72–76 publications: 19 scientists 77–81 publications: 35 scientists 82–86 publications: 50 scientists 87–91 publications: 60 scientists 92–96 publications: 86 scientists 97–101 publications: 84 scientists 102–106 publications: 83 scientists 107–111 publications: 90 scientists 112–116 publications: 99 scientists 117–121 publications: 90 scientists 122–126 publications: 91 scientists 127–131 publications: 109 scientists 132–136 publications: 110 scientists 137–141 publications: 98 scientists 142–146 publications: 112 scientists 147–151 publications: 102 scientists 152–156 publications: 88 scientists 157–161 publications: 106 scientists 162–166 publications: 83 scientists 167–171 publications: 102 scientists 172–176 publications: 77 scientists 177–181 publications: 81 scientists 182–186 publications: 78 scientists 187–191 publications: 71 scientists 192–196 publications: 92 scientists 197–201 publications: 64 scientists 202–206 publications: 69 scientists 207–211 publications: 64 scientists 212–216 publications: 62 scientists 217–221 publications: 58 scientists 222–226 publications: 53 scientists 227–231 publications: 50 scientists 232–236 publications: 46 scientists 237–241 publications: 46 scientists 242–246 publications: 46 scientists 247–251 publications: 43 scientists 252–256 publications: 29 scientists 257–261 publications: 45 scientists 262–266 publications: 30 scientists 267–271 publications: 33 scientists 272–276 publications: 34 scientists 277–281 publications: 30 scientists 282–286 publications: 31 scientists 287–291 publications: 21 scientists 292–296 publications: 34 scientists 297–301 publications: 26 scientists 302–306 publications: 10 scientists 307–311 publications: 17 scientists 312–316 publications: 23 scientists 317–321 publications: 13 scientists 322–326 publications: 16 scientists 327–331 publications: 26 scientists 332–336 publications: 13 scientists 337–341 publications: 13 scientists 342–346 publications: 16 scientists 347–351 publications: 17 scientists 352–356 publications: 12 scientists 357–361 publications: 18 scientists 362–366 publications: 18 scientists 367–371 publications: 9 scientists 372–376 publications: 11 scientists 377–381 publications: 8 scientists 382–386 publications: 8 scientists 387–391 publications: 9 scientists 392–396 publications: 9 scientists 397–401 publications: 8 scientists 402–406 publications: 11 scientists 407–411 publications: 6 scientists 412–416 publications: 6 scientists 417–421 publications: 9 scientists 422–426 publications: 8 scientists 427–431 publications: 5 scientists 432–436 publications: 8 scientists 437–441 publications: 8 scientists 442–446 publications: 4 scientists 447–451 publications: 4 scientists 452–456 publications: 4 scientists 457–461 publications: 2 scientists 462–466 publications: 2 scientists 467–471 publications: 4 scientists 472–476 publications: 3 scientists 477–481 publications: 3 scientists 482–486 publications: 6 scientists 487–491 publications: 3 scientists 492–496 publications: 5 scientists 497–501 publications: 5 scientists 502–506 publications: 1 scientist 507–511 publications: 6 scientists 512–516 publications: 4 scientists 517–521 publications: 1 scientist 522–526 publications: 3 scientists 527–531 publications: 1 scientist 532–536 publications: 4 scientists 537+ publications: 100 scientists
42–46 publications 537+

This scientist: 238 publications — 74th percentile

74% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 537 publications or more.

View publications distribution as a table
Number of Mathematics scientists by publication count, Research.com 2026 ranking edition. Based on 3,584 ranked scientists.
Publications Scientists This scientist
42–46 3
47–51 5
52–56 7
57–61 20
62–66 14
67–71 25
72–76 19
77–81 35
82–86 50
87–91 60
92–96 86
97–101 84
102–106 83
107–111 90
112–116 99
117–121 90
122–126 91
127–131 109
132–136 110
137–141 98
142–146 112
147–151 102
152–156 88
157–161 106
162–166 83
167–171 102
172–176 77
177–181 81
182–186 78
187–191 71
192–196 92
197–201 64
202–206 69
207–211 64
212–216 62
217–221 58
222–226 53
227–231 50
232–236 46
237–241 46 238
242–246 46
247–251 43
252–256 29
257–261 45
262–266 30
267–271 33
272–276 34
277–281 30
282–286 31
287–291 21
292–296 34
297–301 26
302–306 10
307–311 17
312–316 23
317–321 13
322–326 16
327–331 26
332–336 13
337–341 13
342–346 16
347–351 17
352–356 12
357–361 18
362–366 18
367–371 9
372–376 11
377–381 8
382–386 8
387–391 9
392–396 9
397–401 8
402–406 11
407–411 6
412–416 6
417–421 9
422–426 8
427–431 5
432–436 8
437–441 8
442–446 4
447–451 4
452–456 4
457–461 2
462–466 2
467–471 4
472–476 3
477–481 3
482–486 6
487–491 3
492–496 5
497–501 5
502–506 1
507–511 6
512–516 4
517–521 1
522–526 3
527–531 1
532–536 4
537+ 100
Download as CSV

Matthias Dehmer D-index placement in Mathematics in 2026

The chart shows the D-index (discipline H-index) distribution of Mathematics scientists ranked by Research.com in 2026. The highlighted bar marks where Matthias Dehmer sits on this spectrum.

No. of scientists
50 100 150
Bar chart with 57 bars. Horizontal axis: D-Index, 30 to 86+. Vertical axis: number of scientists, 0 to 174. Most scientists, 174, have 30 D-Index. The last bar groups every scientist with 86 D-Index or more. The highlighted bar, 43 D-Index, is where this scientist sits. 30 D-Index: 174 scientists 31 D-Index: 151 scientists 32 D-Index: 174 scientists 33 D-Index: 117 scientists 34 D-Index: 136 scientists 35 D-Index: 127 scientists 36 D-Index: 145 scientists 37 D-Index: 153 scientists 38 D-Index: 150 scientists 39 D-Index: 150 scientists 40 D-Index: 138 scientists 41 D-Index: 136 scientists 42 D-Index: 93 scientists 43 D-Index: 108 scientists 44 D-Index: 115 scientists 45 D-Index: 112 scientists 46 D-Index: 103 scientists 47 D-Index: 75 scientists 48 D-Index: 59 scientists 49 D-Index: 67 scientists 50 D-Index: 60 scientists 51 D-Index: 57 scientists 52 D-Index: 59 scientists 53 D-Index: 62 scientists 54 D-Index: 60 scientists 55 D-Index: 50 scientists 56 D-Index: 42 scientists 57 D-Index: 54 scientists 58 D-Index: 50 scientists 59 D-Index: 42 scientists 60 D-Index: 41 scientists 61 D-Index: 35 scientists 62 D-Index: 40 scientists 63 D-Index: 21 scientists 64 D-Index: 31 scientists 65 D-Index: 27 scientists 66 D-Index: 29 scientists 67 D-Index: 19 scientists 68 D-Index: 25 scientists 69 D-Index: 17 scientists 70 D-Index: 18 scientists 71 D-Index: 12 scientists 72 D-Index: 14 scientists 73 D-Index: 13 scientists 74 D-Index: 18 scientists 75 D-Index: 9 scientists 76 D-Index: 11 scientists 77 D-Index: 10 scientists 78 D-Index: 9 scientists 79 D-Index: 16 scientists 80 D-Index: 12 scientists 81 D-Index: 10 scientists 82 D-Index: 5 scientists 83 D-Index: 5 scientists 84 D-Index: 13 scientists 85 D-Index: 6 scientists 86+ D-Index: 99 scientists
30 D-Index 86+

This scientist: 43 D-Index — 54th percentile

54% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 86 D-Index or more.

View D-Index distribution as a table
Number of Mathematics scientists by D-index, Research.com 2026 ranking edition. Based on 3,584 ranked scientists.
D-Index Scientists This scientist
30 174
31 151
32 174
33 117
34 136
35 127
36 145
37 153
38 150
39 150
40 138
41 136
42 93
43 108 43
44 115
45 112
46 103
47 75
48 59
49 67
50 60
51 57
52 59
53 62
54 60
55 50
56 42
57 54
58 50
59 42
60 41
61 35
62 40
63 21
64 31
65 27
66 29
67 19
68 25
69 17
70 18
71 12
72 14
73 13
74 18
75 9
76 11
77 10
78 9
79 16
80 12
81 10
82 5
83 5
84 13
85 6
86+ 99
Download as CSV

Overview

Matthias Dehmer is affiliated with the University of Miami in the United States. Their research spans across multiple domains within computer science and mathematics, with a particular focus on graph theory and computational approaches in these fields.

The main fields of study in Dehmer's research include:

  • Computer Science
  • Mathematics

Within these domains, their work concentrates on several subfields such as:

  • Geometry and Topology
  • Computational Theory and Mathematics
  • Artificial Intelligence
  • Statistical and Nonlinear Physics
  • Molecular Biology

Dehmer's research topics reflect an interdisciplinary approach, combining elements from graph theory and computational modeling. The key topics include:

  • Graph theory and applications
  • Complex Network Analysis Techniques
  • Computational Drug Discovery Methods
  • Synthesis and Properties of Aromatic Compounds
  • Graph Labeling and Dimension Problems
  • Advanced Graph Theory Research
  • Bioinformatics and Genomic Networks

The scientist has published extensively, with frequent contributions to several key journals and publication venues. These include:

  • Applied Mathematics and Computation
  • Symmetry
  • IEEE Access
  • Information Sciences
  • arXiv (Cornell University)

Among their recent papers are:

  • "An Introductory Review of Deep Learning for Prediction Models With Big Data", 2020, Frontiers in Artificial Intelligence
  • "Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence", 2021, Information Fusion
  • "Named Entity Recognition and Relation Detection for Biomedical Information Extraction", 2020, Frontiers in Cell and Developmental Biology
  • "Combining deep learning with token selection for patient phenotyping from electronic health records", 2020, Scientific Reports
  • "Impact of information diffusion on epidemic spreading in partially mapping two-layered time-varying networks", 2021, Nonlinear Dynamics

Dehmer has collaborated frequently with a number of coauthors, including:

  • Frank Emmert-Streib
  • Modjtaba Ghorbani
  • Zengqiang Chen
  • Shailesh Tripathi
  • Jin Tao

Best Publications

  • A history of graph entropy measures

    Matthias Dehmer;Abbe Mowshowitz

  • An Introductory Review of Deep Learning for Prediction Models With Big Data

    Frank Emmert-Streib;Zhen Yang;Han Feng;Shailesh Tripathi

  • Gene regulatory networks and their applications: understanding biological and medical problems in terms of networks

    Frank Emmert-Streib;Matthias Dehmer;Benjamin Haibe-Kains

  • Information processing in complex networks: Graph entropy and information functionals

    Matthias Dehmer

  • A review of connectivity map and computational approaches in pharmacogenomics.

    Aliyu Musa;Laleh Soltan Ghoraie;Shu-Dong Zhang;Galina V. Glazko

  • Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions

    Andreas Holzinger;Andreas Holzinger;Matthias Dehmer;Igor Jurisica;Igor Jurisica

  • Fifty years of graph matching, network alignment and network comparison

    Frank Emmert-Streib;Matthias Dehmer;Yongtang Shi

  • On structure-sensitivity of degree-based topological indices

    Boris Furtula;Ivan Gutman;Ivan Gutman;Matthias Dehmer

  • Entropy and the Complexity of Graphs Revisited

    Abbe Mowshowitz;Matthias Dehmer

  • A new coupled disease-awareness spreading model with mass media on multiplex networks

    Chengyi Xia;Zhishuang Wang;Chunyuan Zheng;Quantong Guo

  • Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence

    Andreas Holzinger;Andreas Holzinger;Matthias Dehmer;Frank Emmert-Streib;Rita Cucchiara

  • Extremality of degree-based graph entropies

    Shujuan Cao;Matthias Dehmer;Yongtang Shi

  • High-Dimensional LASSO-Based Computational Regression Models: Regularization, Shrinkage, and Selection

    Frank Emmert-Streib;Matthias Dehmer

  • A Note on Distance-based Graph Entropies

    Zengqiang Chen;Matthias Dehmer;Yongtang Shi

  • Named Entity Recognition and Relation Detection for Biomedical Information Extraction

    Nadeesha Perera;Matthias Dehmer;Frank Emmert-Streib

  • Networks for systems biology: conceptual connection of data and function

    Frank Emmert-Streib;M. Dehmer

  • Statistical modelling of molecular descriptors in QSAR/QSPR

    Matthias Dehmer;Kurt Varmuza;Danail Bonchev

  • Interplay between SIR-based disease spreading and awareness diffusion on multiplex networks

    Chunyuan Zheng;Chengyi Xia;Quantong Guo;Quantong Guo;Matthias Dehmer

  • Structural Analysis of Complex Networks

    Matthias Dehmer

  • On Entropy-Based Molecular Descriptors: Statistical Analysis of Real and Synthetic Chemical Structures

    Matthias Dehmer;Kurt Varmuza;Stephan Borgert;Frank Emmert-Streib

  • Analysis of Microarray Data: A Network-Based Approach

    Frank Emmert-Streib;Matthias Dehmer

  • Analysis of Complex Networks: From Biology to Linguistics

    Matthias Dehmer;Frank Emmert-Streib

  • A review of connectivity map and computational approaches in pharmacogenomics

    Unknown

Frequent Co-Authors

Frank Emmert-Streib
Frank Emmert-Streib Tampere University
Zengqiang Chen
Zengqiang Chen Nankai University
Andreas Holzinger
Andreas Holzinger BOKU University
Ivan Gutman
Ivan Gutman University of Kragujevac
Max Mühlhäuser
Max Mühlhäuser Technical University of Darmstadt
Guangming Xie
Guangming Xie Peking University
Chengyi Xia
Chengyi Xia Tianjin Polytechnic University
Benjamin Haibe-Kains
Benjamin Haibe-Kains Princess Margaret Cancer Centre
Igor Jurisica
Igor Jurisica University Health Network
Boris Furtula
Boris Furtula University of Kragujevac

External Links

Personal website of Matthias Dehmer Google Scholar page

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Best Scientists Citing Matthias Dehmer

Andreas Holzinger

Andreas Holzinger

BOKU University

Publications: 56

Frank Emmert-Streib

Frank Emmert-Streib

Tampere University

Publications: 48

Ivan Gutman

Ivan Gutman

University of Kragujevac

Publications: 34

Edwin R. Hancock

Edwin R. Hancock

University of York

Publications: 21

Harald Mischak

Harald Mischak

University of Glasgow

Publications: 17

Chengyi Xia

Chengyi Xia

Tianjin Polytechnic University

Publications: 15

Jesper Tegnér

Jesper Tegnér

King Abdullah University of Science and Technology

Publications: 13

Martina Ziefle

Martina Ziefle

RWTH Aachen University

Publications: 9

Sergey V. Krivovichev

Sergey V. Krivovichev

Russian Academy of Sciences

Publications: 9

Boris Furtula

Boris Furtula

University of Kragujevac

Publications: 8

Muhammad Kamran Siddiqui

Muhammad Kamran Siddiqui

COMSATS University Islamabad

Publications: 8

Humberto González-Díaz

Humberto González-Díaz

University of the Basque Country

Publications: 8

Paul R. Haddad

Paul R. Haddad

University of Tasmania

Publications: 7

Kinkar Ch. Das

Kinkar Ch. Das

Sungkyunkwan University

Publications: 7

Benjamin Haibe-Kains

Benjamin Haibe-Kains

Princess Margaret Cancer Centre

Publications: 7

Zengqiang Chen

Zengqiang Chen

Nankai University

Publications: 6

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