Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2023

  1. Ph.D.
    Enhancing Document Layout Analysis on Historical Newspapers: Visual Representation, Pseudo-Ground-Truth, and Downscaling
    Chulwoo Pack
    The University of Nebraska-Lincoln, 2023

2022

  1. JOCCH
    Augmentation-based Pseudo-Ground truth Generation for Deep Learning in Historical Document Segmentation for Greater Levels of Archival Description and Access
    Chulwoo Pack, Yi Liu, Leen-Kiat Soh, and 1 more author
    Journal on Computing and Cultural Heritage (JOCCH), 2022
    HTML
  2. COMPSAC
    An Intelligent Tutoring System for API Misuse Correction by Instant Quality Feedback
    Rui Zhao, Harvey Siy, Chulwoo Pack, and 2 more authors
    In 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), 2022

2021

  1. JEI
    Visual domain knowledge-based multimodal zoning for textual region localization in noisy historical document images
    Chulwoo Pack, Leen-Kiat Soh, and Elizabeth Lorang
    Journal of Electronic Imaging, 2021
    HTML Code

2020

  1. Tech. Report
    Digital libraries, intelligent data analytics, and augmented description: A demonstration project
    Elizabeth Lorang, Leen-Kiat Soh, Yi Liu, and 1 more author
    2020
    HTML Blog
  2. Tech. Report
    Final Presentation to the Library of Congress on Digital Libraries, Intelligent Data Analytics, and Augmented Description
    Elizabeth Lorang, Leen-Kiat Soh, Yi Liu, and 1 more author
    2020
    PDF Code

2019

  1. Tech. Report
    Application of the Image Analysis for Archival Discovery Team’s First-Generation Methods and Software to the Burney Collection of British Newspapers
    Elizabeth Lorang, Leen-Kiat Soh, Chulwoo Pack, and 3 more authors
    2019
    HTML Supp
  2. Tech. Report
    Virtual Wrap-Up Presentation: Digital Libraries, Intelligent Data Analytics, and Augmented Description
    Elizabeth Lorang, Leen-Kiat Soh, Yi Liu, and 1 more author
    2019
  3. Tech. Report
    Document Images and Machine Learning: A Collaboratory between the Library of Congress and the Image Analysis for Archival Discovery (Aida) Lab at the University of Nebraska, Lincoln, NE
    Yi Liu, Chulwoo Pack, Leen-Kiat Soh, and 1 more author
    2019
  4. Tech. Report
    Work-in-Progress Reports Submitted to the Library of Congress as Part of Digital Libraries, Intelligent Data Analytics, and Augmented Description
    Chulwoo Pack, Yi Liu, Leen-Kiat Soh, and 1 more author
    2019

2017

  1. Master
    Optimized Multilayer Perceptron with Dynamic Learning Rate to Classify Breast Microwave Tomography Image
    Chulwoo Pack
    2017
  2. ACR
    Computer aided diagnosis with boosted learning for anomaly detection in microwave tomography
    Chulwoo Pack, Seong-Ho Son, and Sung Shin
    ACM SIGAPP Applied Computing Review, 2017

2016

  1. SAC
    Optimized multilayer perceptron using dynamic learning rate based microwave tomography breast cancer screening
    Chulwoo Pack, Sung Shin, Hyung-Do Choi, and 2 more authors
    In Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
    HTML Code

2015

  1. RACS
    Computer aided breast cancer diagnosis system with fuzzy multiple-parameter support vector machine
    Chulwoo Pack, Sung Shin, Seong Ho Son, and 1 more author
    In Proceedings of the 2015 Conference on research in adaptive and convergent systems, 2015
    HTML
  2. RACS
    Breast cancer classification of mammographic masses using improved shape features
    Sailesh Gc, Chulwoo Pack, Sung Shin, and 1 more author
    In Proceedings of the 2015 Conference on research in adaptive and convergent systems, 2015
  3. SAC
    Study of wireless mammography image transmission impacts on robust cyber-aided diagnosis systems
    Samaneh Aminikhanghahi, Sung Shin, Wei Wang, and 3 more authors
    In Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
  4. III
    An Optimized Fuzzy Support Vector Machine Classifier using Breast Mammogram Tomography: Trade-off between Specificity and Sensitivity
    Chulwoo Pack, Samaneh Aminikhanghahi, Sung Shin, and 2 more authors
    International Information Institute (Tokyo). Information, 2015