World's Best Scientists 2026 revealed!
Randall Davis

Randall Davis

D-Index & Metrics

Computer Science

D-Index
61
Citations
19823
World Ranking
3015
National Ranking
1479

Randall Davis 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 Randall Davis sits on this spectrum.

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 publications 991+

This scientist: 218 publications — 53rd percentile

53% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Randall Davis 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 Randall Davis sits on this spectrum.

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 D-Index 131+

This scientist: 61 D-Index — 79th percentile

79% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Overview

Randall Davis is affiliated with MIT in the United States. Their research spans multiple fields, with a primary focus on medicine and neuroscience. Key subfields include cognitive neuroscience, psychiatry and mental health, artificial intelligence, mechanical engineering, and accounting.

Their work concentrates on a variety of topics, including dementia and cognitive impairment research, attention deficit hyperactivity disorder, spatial neglect and hemispheric dysfunction, design education and practice, financial distress and bankruptcy prediction, machine learning in healthcare, and the neurobiology of language and bilingualism.

Randall Davis has contributed to several recent papers, covering interdisciplinary subjects that intersect healthcare, cognitive science, and financial risk analysis. Notable publications include:

  • "Cognitive Correlates of Digital Clock Drawing Metrics in Older Adults with and without Mild Cognitive Impairment," 2020, published in Journal of Alzheimer s Disease
  • "DCTclock: Clinically-Interpretable and Automated Artificial Intelligence Analysis of Drawing Behavior for Capturing Cognition," 2021, published in Frontiers in Digital Health
  • "Explainable Machine Learning Models of Consumer Credit Risk," 2022, published in SSRN Electronic Journal
  • "Explainable Machine Learning Models of Consumer Credit Risk," 2023, published in The Journal of Financial Data Science
  • "Proof of concept: digital clock drawing behaviors prior to transcatheter aortic valve replacement may predict length of hospital stay and cost of care," 2021, published in Exploration of Medicine

The frequent co-authors in their collaborations include Dana L. Penney, Catherine Dion, David J. Libon, Catherine C. Price, and Shawna Amini.

Randall Davis has published in several scientific venues, with repeated contributions to the following journals:

  • Alzheimer s & Dementia
  • Journal of Alzheimer s Disease
  • Frontiers in Digital Health
  • SSRN Electronic Journal
  • The Journal of Financial Data Science

Best Publications

  • Negotiation as a Metaphor for Distributed Problem Solving

    Randall Davis;Reid G. Smith

  • Diagnostic reasoning based on structure and behavior

    Randall Davis

  • Frameworks for Cooperation in Distributed Problem Solving

    Reid G. Smith;Randall Davis

  • What Is a Knowledge Representation

    Randall Davis;Howard E. Shrobe;Peter Szolovits

  • Production rules as a representation for a knowledge-based consultation program

    Randall Davis;Bruce Buchanan;Edward Shortliffe

  • Knowledge-based systems in artificial intelligence

    Randall Davis;Douglas B Lenat

  • An overview of production systems

    Randall Davis;Jonathan King

  • Interactive transfer of expertise: Acquisition of new inference rules

    Randall Davis

  • Computer-based consultations in clinical therapeutics: explanation and rule acquisition capabilities of the MYCIN system.

    Edward H. Shortliffe;Randall Davis;Stanton G. Axline;Bruce G. Buchanan

  • Model-based reasoning: troubleshooting

    Randall Davis;Walter Hamscher

  • Expert Systems: Where Are We? And Where Do We Go from Here?

    Randall Davis

  • Sketch based interfaces: early processing for sketch understanding

    Tevfik Metin Sezgin;Thomas Stahovich;Randall Davis

  • LADDER, a sketching language for user interface developers

    Tracy Hammond;Randall Davis

  • SketchREAD: a multi-domain sketch recognition engine

    Christine Alvarado;Randall Davis

  • Tahuti: a geometrical sketch recognition system for UML class diagrams

    Tracy Hammond;Randall Davis

  • Diagnosis based on description of structure and function

    Randall Davis;Howard Shrobe;Walter Hamscher;Karen Wieckert

  • Meta-rules: Reasoning about control

    Randall Davis

  • LADDER, a sketching language for user interface developers

    Tracy Hammond;Randall Davis

  • Reasoning from first principles in electronic troubleshooting

    Randall Davis

  • Meta-level knowledge: overview and applications

    Randall Davis;Bruce C. Buchanan

Frequent Co-Authors

Jacob Eisenstein
Jacob Eisenstein Google (United States)
Yale Song
Yale Song Facebook (United States)
David J. Libon
David J. Libon Rowan University
Bruce G. Buchanan
Bruce G. Buchanan University of Pittsburgh
Edward H. Shortliffe
Edward H. Shortliffe Columbia University
Rhoda Au
Rhoda Au Boston University
Melissa Lamar
Melissa Lamar Rush University Medical Center
Catherine C. Price
Catherine C. Price University of Florida
Reid Simmons
Reid Simmons Carnegie Mellon University

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