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

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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