World's Best Scientists 2026 revealed!
Berna Erol

Berna Erol

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Computer Science
Japan
2025

D-Index & Metrics

Computer Science

D-Index
54
Citations
7798
World Ranking
4666
National Ranking
52

Berna Erol 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 Berna Erol 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: 130 publications — 19th percentile

19% of scientists in this discipline score the same or lower.

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

Berna Erol 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 Berna Erol 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: 54 D-Index — 69th percentile

69% of scientists in this discipline score the same or lower.

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

Research.com Recognitions

  • 2025 - Research.com Computer Science in Japan Leader Award
  • 2022 - Research.com Computer Science in Japan Leader Award

Overview

Berna Erol is affiliated with Ricoh in Japan and works in the fields of computer science, decision sciences, and engineering. Their research encompasses multiple subfields, including management science and operations research, artificial intelligence, industrial and manufacturing engineering, food science, and media technology.

The scientist's recent published work includes the following papers:

  • Satış tahmini için uzun kısa-süreli bellek ağı tabanlı derin transfer öğrenme yaklaşımı, 2023, Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
  • SATIŞ TAHMİNİ İÇİN DERİN ÖĞRENME YÖNTEMLERİNİN KARŞILAŞTIRILMASI, 2024, Uludağ University Journal of The Faculty of Engineering

Their research interests focus on a variety of main topics that intersect with their fields of study. These include:

  • Stock Market Forecasting Methods
  • Imbalanced Data Classification Techniques
  • Forecasting Techniques and Applications
  • Industrial Vision Systems and Defect Detection
  • Food Supply Chain Traceability
  • Vehicle License Plate Recognition
  • Security in Wireless Sensor Networks

Berna Erol frequently collaborates with several coauthors. Notable collaborators include Tülin İnkaya, with whom they have coauthored two papers, as well as Benedikt Auerbach, Miguel Cueto Noval, and Krzysztof Pietrzak, each associated with one coauthored publication.

Their publications are mainly found in the following academic venues:

  • Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
  • Uludağ University Journal of The Faculty of Engineering

Best Publications

  • H.263+: video coding at low bit rates

    G. Cote;B. Erol;M. Gallant;F. Kossentini

  • Triggering applications based on a captured text in a mixed media environment

    Jonathan J. Hull;Berna Erol;Jamey Graham;Peter E. Hart

  • Multimodal access of meeting recordings

    Berna Erol;Jamey Graham;Jonathan J. Hull;Dar-Shyang Lee

  • Visibly-perceptible hot spots in documents

    Jonathan J. Hull;Berna Erol;Jamey Graham;Daniel G. Van Olst

  • METHOD, SYSTEM, AND DEVICE FOR DIGITAL INFORMATION PROCESSING

    Erol Berna;Hull Jonathan J;Daa Shan Rii

  • Multimedia Clip Generation From Documents for Browsing on Mobile Devices

    B. Erol;K. Berkner;S. Joshi

  • System And Methods For Creation And Use Of A Mixed Media Environment

    Jonathan J. Hull;Berna Erol;Jamey Graham;Peter E. Hart

  • A Bayesian framework for Gaussian mixture background modeling

    Dar-Shyang Lee;J.J. Hull;B. Erol

  • System and Method for Using Individualized Mixed Document

    Geoffrey H. Nudd;Stephen Weyl;Jamey Graham;Berna Erol

  • Authoring Tools Using A Mixed Media Environment

    Jonathan J. Hull;Berna Erol;Jamey Graham;Peter E. Hart

  • Method And System For Document Fingerprint Matching In A Mixed Media Environment

    Jonathan J. Hull;Berna Erol;Peter E. Hart;Dar-Shyang Lee

  • Method and System for Multi-Tier Image Matching in a Mixed Media Environment

    Peter E. Hart;Berna Erol;Jonathan J. Hull;Kurt Piersol

  • METHOD OF COMPARING IMAGE CONTENTS, AND COMPUTER SYSTEM

    Erol Berna;Hull Jonathan J;Daa Shan Rii

  • Linking multimedia presentations with their symbolic source documents: algorithm and applications

    Berna Erol;Jonathan J. Hull;Dar-Shyang Lee

  • Paper-Based Augmented Reality

    Jonathan J. Hull;Berna Erol;Jamey Graham;Qifa Ke

  • Triggering actions with captured input in a mixed media environment

    Jonathan J. Hull;Berna Erol;Jamey Graham;Peter E. Hart

  • Techniques for using an image for the retrieval of television program information

    Berna Erol;Jonathan J. Hull;Dar-Shyang Lee

  • Web-based detection in image, extraction and recognition

    Erol Berna;Graham Jamey

  • Analyzing usage of visual content to determine relationships indicating unsuccessful attempts to retrieve the visual content

    Berna Erol;Jonathan J. Hull

  • Method and system for image matching in a mixed media environment

    Jonathan J. Hull;Kurt Piersol;Berna Erol;Peter E. Hart

Frequent Co-Authors

Jonathan J. Hull
Jonathan J. Hull Independent Scientist / Consultant, US
Jamey Graham
Jamey Graham Ricoh (Japan)
Dar-Shyang Lee
Dar-Shyang Lee Google (United States)
Peter E. Hart
Peter E. Hart Independent Scientist / Consultant, US
Faouzi Kossentini
Faouzi Kossentini Intel (United States)
Kurt Piersol
Kurt Piersol Apple (United States)
Edward L. Schwartz
Edward L. Schwartz Ricoh (Japan)
David G. Stork
David G. Stork Stanford University

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