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Constantin F. Aliferis

Constantin F. Aliferis

University of Minnesota
United States

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 41 8621 8376 3695 3551 135 12075

Constantin F. Aliferis publications per year

The chart shows the history of publications by Constantin F. Aliferis between 1992 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Constantin F. Aliferis published across 35 years, from 1992 to 2026, averaging 6 papers a year. Output peaked at 23 publications in 2013. 18 of the 211 publications appeared in the last two years.

No. of publications
5 10 15 20
Bar chart. Horizontal axis: year, 1992 to 2026. Vertical axis: number of publications, 0 to 23. Peak 23 publications in 2013. 1992: 1 publication 1993: 2 publications 1994: 3 publications 1995: 3 publications 1996: 2 publications 1997: 3 publications 1998: 1 publication 1999: 0 publications 2000: 0 publications 2001: 1 publication 2002: 1 publication 2003: 10 publications 2004: 6 publications 2005: 12 publications 2006: 7 publications 2007: 10 publications 2008: 7 publications 2009: 4 publications 2010: 9 publications 2011: 17 publications 2012: 5 publications 2013: 23 publications 2014: 2 publications 2015: 6 publications 2016: 3 publications 2017: 2 publications 2018: 7 publications 2019: 3 publications 2020: 11 publications 2021: 2 publications 2022: 6 publications 2023: 2 publications 2024: 22 publications 2025: 4 publications 2026: 14 publications
1992 2026

211 publications in total across all disciplines

View publications per year as a table
Constantin F. Aliferis: publications per year, 1992 to 2026
Year Publications
1992 1
1993 2
1994 3
1995 3
1996 2
1997 3
1998 1
1999 0
2000 0
2001 1
2002 1
2003 10
2004 6
2005 12
2006 7
2007 10
2008 7
2009 4
2010 9
2011 17
2012 5
2013 23
2014 2
2015 6
2016 3
2017 2
2018 7
2019 3
2020 11
2021 2
2022 6
2023 2
2024 22
2025 4
2026 14
Total 211
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Constantin F. Aliferis 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 Constantin F. Aliferis 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, 132–141 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: 135 publications — 21st percentile

21% 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
132–141 555 135
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
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

Constantin F. Aliferis 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 Constantin F. Aliferis 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, 40–41 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: 41 D-Index — 40th percentile

40% 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 41
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
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

Constantin F. Aliferis is affiliated with the University of Minnesota in the United States. Their research has spanned multiple fields, primarily focusing on Medicine, Biochemistry, Genetics and Molecular Biology, and Computer Science.

The scientist's work includes studies on subfields such as Molecular Biology, Artificial Intelligence, Health Informatics, Statistics and Probability, and Genetics. Key topics addressed in their publications involve extracellular vesicles in disease, artificial intelligence applications in healthcare and education, explainable artificial intelligence (XAI), ethics in clinical research, meta-analysis and systematic reviews, and machine learning in healthcare.

Constantin F. Aliferis has coauthored frequently with several researchers. Notable frequent collaborators include:

  • Sisi Ma
  • György Simon
  • Virginia B. Kraus
  • Xin Zhang
  • Erik J. Soderblom

Their work appears in diverse publication venues, with repeated contributions to Scientific Reports and Osteoarthritis and Cartilage. Other venues where their research has been published include bioRxiv (Cold Spring Harbor Laboratory), Clinical Immunology, and Annals of Surgery.

Selected recent papers authored or coauthored by Constantin F. Aliferis include:

  • Bariatric Surgery is Associated With Decreased Progression of Nonalcoholic Fatty Liver Disease to Cirrhosis, 2020, Annals of Surgery
  • Comprehensive characterization of pathogenic synovial fluid extracellular vesicles from knee osteoarthritis, 2023, Clinical Immunology
  • Pharmacogenomics Education, Research and Clinical Implementation in the State of Minnesota, 2021, Pharmacogenomics
  • Computational causal discovery for post-traumatic stress in police officers, 2020, Translational Psychiatry
  • Prediction of clinical trial enrollment rates, 2022, PLoS ONE

In addition to journal publications, Constantin F. Aliferis has contributed to book publications in the field of Health Informatics. A notable book includes Artificial Intelligence and Machine Learning in Health Care and Medical Sciences, published in 2024.

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

  • A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

    Alexander R. Statnikov;Lily Wang;Constantin F. Aliferis

  • 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

  • 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

  • Towards Principled Feature Selection: Relevancy, Filters and Wrappers

    Ioannis Tsamardinos;Constantin F. Aliferis

  • Studies in Health Technology and Informatics

    Yin Aphinyanaphongs;Constantin Aliferis

  • An Evaluation of Machine-Learning Methods for Predicting Pneumonia Mortality

    Gregory F. Cooper;Constantin F. Aliferis;Richard Ambrosino;John M. Aronis

  • 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

  • Medical decision support using machine learning for early detection of late-onset neonatal sepsis.

    Subramani Mani;Asli Ozdas;Constantin F. Aliferis;Huseyin Atakan Varol

  • 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

  • A comprehensive evaluation of multicategory classification methods for microbiomic data

    Alexander Statnikov;Mikael Henaff;Varun Narendra;Kranti Konganti

  • Causal Feature Selection

    Isabelle Guyon;Constantin Aliferis;Andre´ Elisseeff

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

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

  • Using content-based and bibliometric features for machine learning models to predict citation counts in the biomedical literature

    Lawrence D. Fu;Constantin F. Aliferis

  • Using Citation Data to Improve Retrieval from MEDLINE

    Elmer V. Bernstam;Jorge R. Herskovic;Yindalon Aphinyanaphongs;Constantin F. Aliferis

  • Microbiomic Signatures of Psoriasis: Feasibility and Methodology Comparison

    Alexander Statnikov;Alexander V. Alekseyenko;Zhiguo Li;Mikael Henaff

  • Design and Analysis of the Causation and Prediction Challenge

    Isabelle Guyon;Constantin F. Aliferis;Gregory F. Cooper;André Elisseeff

Frequent Co-Authors

Alexander Statnikov
Alexander Statnikov Vanderbilt University
Douglas P. Hardin
Douglas P. Hardin Vanderbilt University
Ioannis Tsamardinos
Ioannis Tsamardinos University of Crete
Isabelle Guyon
Isabelle Guyon University of Paris-Saclay
Gregory F. Cooper
Gregory F. Cooper University of Pittsburgh
Randolph A. Miller
Randolph A. Miller Vanderbilt University
Sean C. Dowdy
Sean C. Dowdy Mayo Clinic
Jalid Sehouli
Jalid Sehouli Charité - University Medicine Berlin
Bruce G. Buchanan
Bruce G. Buchanan University of Pittsburgh
Martin J. Blaser
Martin J. Blaser Rutgers, The State University of New Jersey

External Links

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Best Scientists Citing Constantin F. Aliferis

Ioannis Tsamardinos

Ioannis Tsamardinos

University of Crete

Publications: 44

Jiuyong Li

Jiuyong Li

University of South Australia

Publications: 30

Pedro Larrañaga

Pedro Larrañaga

Technical University of Madrid

Publications: 29

Xindong Wu

Xindong Wu

Hefei University of Technology

Publications: 23

Concha Bielza

Concha Bielza

Technical University of Madrid

Publications: 22

Alexander Statnikov

Alexander Statnikov

Vanderbilt University

Publications: 22

Shizhong Xu

Shizhong Xu

University of California, Riverside

Publications: 21

Gregory F. Cooper

Gregory F. Cooper

University of Pittsburgh

Publications: 20

Edward A. Fisher

Edward A. Fisher

New York University

Publications: 18

Wei Ding

Wei Ding

University of Massachusetts Boston

Publications: 17

Isabelle Guyon

Isabelle Guyon

University of Paris-Saclay

Publications: 14

Qiang Ji

Qiang Ji

Rensselaer Polytechnic Institute

Publications: 13

Gianluca Bontempi

Gianluca Bontempi

Université Libre de Bruxelles

Publications: 13

Huiling Chen

Huiling Chen

Wenzhou University

Publications: 12

Clark Glymour

Clark Glymour

Carnegie Mellon University

Publications: 12

Christopher W. Woods

Christopher W. Woods

Duke University

Publications: 12

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