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Ioannis Tsamardinos

Ioannis Tsamardinos

University of Crete
Greece

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 42 8184 7952 57 56 163 12090

Ioannis Tsamardinos publications per year

The chart shows the history of publications by Ioannis Tsamardinos between 1998 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Ioannis Tsamardinos published across 28 years, from 1998 to 2025, averaging 7.8 papers a year. Output peaked at 19 publications in 2019. 23 of the 218 publications appeared in the last two years.

No. of publications
5 10 15
Bar chart. Horizontal axis: year, 1998 to 2025. Vertical axis: number of publications, 0 to 19. Peak 19 publications in 2019. 1998: 3 publications 1999: 0 publications 2000: 1 publication 2001: 1 publication 2002: 2 publications 2003: 14 publications 2004: 4 publications 2005: 10 publications 2006: 3 publications 2007: 1 publication 2008: 4 publications 2009: 4 publications 2010: 9 publications 2011: 4 publications 2012: 8 publications 2013: 7 publications 2014: 6 publications 2015: 9 publications 2016: 12 publications 2017: 12 publications 2018: 10 publications 2019: 19 publications 2020: 17 publications 2021: 15 publications 2022: 13 publications 2023: 7 publications 2024: 14 publications 2025: 9 publications
1998 2025

218 publications in total across all disciplines

View publications per year as a table
Ioannis Tsamardinos: publications per year, 1998 to 2025
Year Publications
1998 3
1999 0
2000 1
2001 1
2002 2
2003 14
2004 4
2005 10
2006 3
2007 1
2008 4
2009 4
2010 9
2011 4
2012 8
2013 7
2014 6
2015 9
2016 12
2017 12
2018 10
2019 19
2020 17
2021 15
2022 13
2023 7
2024 14
2025 9
Total 218
Download as CSV

Ioannis Tsamardinos 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 Ioannis Tsamardinos 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, 162–171 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: 163 publications — 32nd percentile

32% 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
162–171 534 163
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

Ioannis Tsamardinos 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 Ioannis Tsamardinos 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, 42–43 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: 42 D-Index — 43rd percentile

43% 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 42
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

Ioannis Tsamardinos is affiliated with the University of Crete in Greece and has contributed extensively to research at the intersection of biochemistry, genetics, molecular biology, and computer science. Their work spans multiple fields of study, including both broad and specialized domains.

The primary fields in which Ioannis Tsamardinos has published are:

  • Biochemistry, Genetics and Molecular Biology
  • Computer Science

Subfields of study include:

  • Molecular Biology
  • Artificial Intelligence
  • Cancer Research
  • Pulmonary and Respiratory Medicine
  • Genetics

The scientist's main research topics cover:

  • Gene expression and cancer classification
  • Machine Learning and Data Classification
  • Bioinformatics and Genomic Networks
  • Single-cell and spatial transcriptomics
  • Cancer-related molecular mechanisms research
  • Molecular Biology Techniques and Applications
  • Lung Cancer Treatments and Mutations

Ioannis Tsamardinos has authored several papers, including:

  • Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment (2021, Frontiers in Microbiology)
  • Just Add Data: automated predictive modeling for knowledge discovery and feature selection (2022, npj Precision Oncology)
  • Accurate Blood-Based Diagnostic Biosignatures for Alzheimer's Disease via Automated Machine Learning (2020, Journal of Clinical Medicine)
  • An Automated Machine Learning architecture for the accelerated prediction of Metal-Organic Frameworks performance in energy and environmental applications (2020, Microporous and Mesoporous Materials)
  • STATegra: Multi-Omics Data Integration - A Conceptual Scheme With a Bioinformatics Pipeline (2021, Frontiers in Genetics)

Frequent co-authors who collaborated with Ioannis Tsamardinos include:

  • Vincenzo Lagani
  • Εkaterini Chatzaki
  • Γεώργιος Παπουτσόγλου
  • Paulos Charonyktakis
  • Makrina Karaglani

The most common publication venues for Ioannis Tsamardinos are:

  • arXiv (Cornell University)
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Journal of Clinical Oncology
  • Cancers
  • Journal of Clinical Medicine

Best Publications

  • The max-min hill-climbing Bayesian network structure learning algorithm

    Ioannis Tsamardinos;Laura E. Brown;Constantin F. Aliferis

  • A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis

    Alexander Statnikov;Constantin F. Aliferis;Ioannis Tsamardinos;Douglas Hardin

  • Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation

    Constantin F. Aliferis;Alexander Statnikov;Ioannis Tsamardinos;Subramani Mani

  • Algorithms for Large Scale Markov Blanket Discovery

    Ioannis Tsamardinos;Constantin F. Aliferis;Alexander R. Statnikov

  • Autominder: an intelligent cognitive orthotic system for people with memory impairment

    Martha E. Pollack;Laura E. Brown;Dirk Colbry;Colleen E. McCarthy

  • Time and sample efficient discovery of Markov blankets and direct causal relations

    Ioannis Tsamardinos;Constantin F. Aliferis;Alexander Statnikov

  • HITON: a novel Markov Blanket algorithm for optimal variable selection.

    Constantin F. Aliferis;Ioannis Tsamardinos;Alexander R. Statnikov

  • Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment.

    Laura Judith Marcos-Zambrano;Kanita Karaduzovic-Hadziabdic;Tatjana Loncar Turukalo;Piotr Przymus

  • Towards Principled Feature Selection: Relevancy, Filters and Wrappers

    Ioannis Tsamardinos;Constantin F. Aliferis

  • GEMS: a system for automated cancer diagnosis and biomarker discovery from microarray gene expression data.

    Alexander R. Statnikov;Ioannis Tsamardinos;Yerbolat Dosbayev;Constantin F. Aliferis

  • Text Categorization Models for High-Quality Article Retrieval in Internal Medicine

    Yindalon Aphinyanaphongs;Ioannis Tsamardinos;Alexander R. Statnikov;Douglas P. Hardin

  • Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions

    Constantin F. Aliferis;Alexander Statnikov;Ioannis Tsamardinos;Subramani Mani

  • Chemically intuited, large-scale screening of MOFs by machine learning techniques

    Giorgos Borboudakis;Taxiarchis Stergiannakos;Maria Frysali;Emmanuel Klontzas

  • CTP: A New Constraint-Based Formalism for Conditional, Temporal Planning

    Ioannis Tsamardinos;Thierry Vidal;Martha E. Pollack

  • A vision and strategy for the virtual physiological human in 2010 and beyond.

    Peter Hunter;Peter Hunter;Peter V. Coveney;Bernard de Bono;Vanessa Diaz

  • Feature Selection with the R Package MXM: Discovering Statistically Equivalent Feature Subsets

    Vincenzo Lagani;Giorgos Athineou;Alessio Farcomeni;Michail Tsagris

  • Bootstrapping the out-of-sample predictions for efficient and accurate cross-validation

    Ioannis Tsamardinos;Elissavet Greasidou;Giorgos Borboudakis

  • Efficient solution techniques for disjunctive temporal reasoning problems

    Ioannis Tsamardinos;Martha E. Pollack

  • Reformulating temporal plans for efficient execution

    Nicola Muscettola;Paul H. Morris;Ioannis Tsamardinos

  • Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization

    Ioannis Tsamardinos;Ioannis Tsamardinos;Amin Rakhshani;Amin Rakhshani;Vincenzo Lagani

  • Causal Explorer: A Causal Probabilistic Network Learning Toolkit for Biomedical Discovery.

    Constantin F. Aliferis;Ioannis Tsamardinos;Alexander R. Statnikov;Laura E. Brown

Frequent Co-Authors

Jesper Tegnér
Jesper Tegnér King Abdullah University of Science and Technology
Constantin F. Aliferis
Constantin F. Aliferis University of Minnesota
Alexander Statnikov
Alexander Statnikov Vanderbilt University
Martha E. Pollack
Martha E. Pollack Cornell University
Ana Conesa
Ana Conesa University of Florida
Douglas P. Hardin
Douglas P. Hardin Vanderbilt University
Peter Hunter
Peter Hunter University of Auckland
Johan A. Westerhuis
Johan A. Westerhuis University of Amsterdam
Alfio Quarteroni
Alfio Quarteroni Polytechnic University of Milan
Ioannis G. Tollis
Ioannis G. Tollis University of Crete

External Links

Personal website of Ioannis Tsamardinos Google Scholar page

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Best Scientists Citing Ioannis Tsamardinos

Constantin F. Aliferis

Constantin F. Aliferis

University of Minnesota

Publications: 62

Alexander Statnikov

Alexander Statnikov

Vanderbilt University

Publications: 43

Brian C. Williams

Brian C. Williams

MIT

Publications: 33

Jiuyong Li

Jiuyong Li

University of South Australia

Publications: 30

Martha E. Pollack

Martha E. Pollack

Cornell University

Publications: 27

Jesper Tegnér

Jesper Tegnér

King Abdullah University of Science and Technology

Publications: 24

Xindong Wu

Xindong Wu

Hefei University of Technology

Publications: 23

Pedro Larrañaga

Pedro Larrañaga

Technical University of Madrid

Publications: 23

Shizhong Xu

Shizhong Xu

University of California, Riverside

Publications: 21

Concha Bielza

Concha Bielza

Technical University of Madrid

Publications: 20

Diane J. Cook

Diane J. Cook

Washington State University

Publications: 19

Peter Hunter

Peter Hunter

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Publications: 19

Wei Ding

Wei Ding

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Publications: 17

Julie A. Shah

Julie A. Shah

MIT

Publications: 15

Gianluca Bontempi

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Publications: 13

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