Researcher Page

Choo, Jaegul (주재걸)
부교수, Graduate School of AI(AI대학원)
Research Area
Computer Vision, Natural Language Processing, Data Visualization
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks

    Park, Heungseok; Nam, Yoonsoo; Kim, Jihoon; et al, IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v.27, no.2, pp.1407 - 1416, 2021-02

    Whose Opinion Matters? Analyzing Relationships between Bitcoin Prices and User Groups in Online Community

    Kang, Kyeongpil; Choo, Jaegulresearcher; Kim, YoungBin, Social Science Computer Review, v.38, no.6, pp.686 - 702, 2020-12

    Automatic Detection of Tympanic Membrane and Middle Ear Infection from Oto-Endoscopic Images via Convolutional Neural Networks

    Khan, Mohammad Azam; Kwon, Soonwook; Choo, Jaegulresearcher; et al, Neural Networks, v.126, pp.384 - 394, 2020-06

    Probabilistic Topic Modeling for Comparative Analysis of Document Collections

    Hua, Ting; Lu, Chang-Tien; Choo, Jaegulresearcher; et al, ACM Transactions on Knowledge Discovery from Data, v.14, no.2, pp.24, 2020-03

    Evaluation of Electromagnetic Interference From Axially Ruptured Coaxial Cable With Multiple Dielectrics Used in Nuclear Power Plants

    Choo, Jaeyul; Choo, Jaegulresearcher; Kim, Yong-Hwa, IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, v.61, no.3, pp.860 - 869, 2019-06

    Visualizing for the Non-Visual: Deep Learning to Enable Visually Impaired to Use Visualization

    Choi, Jinho; Jung, Sanghun; Park, Deok Gun; et al, Computer Graphics Forum, v.38, no.3, pp.249 - 260, 2019-06

    End-to-End Partial Discharge Detection in Power Cables via Time-Domain Convolutional Neural Networks

    Khan, Mohammad Azam; Choo, Jaegulresearcher; Kim, Yong-Hwa, JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, v.14, no.3, pp.1299 - 1309, 2019-05

    RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

    Kwon, Bum Chul; Choi, Min-Je; Kim, Joanne Taery; et al, IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v.25, no.1, pp.299 - 309, 2019-01

    Localized user-driven topic discovery via boosted ensemble of nonnegative matrix factorization

    Suh, Sangho; Shin, Sungbok; Lee, Joonseok; et al, KNOWLEDGE AND INFORMATION SYSTEMS, v.56, no.3, pp.503 - 531, 2018-09

    Visual Analytics for Explainable Deep Learning

    Choo, Jaegulresearcher; Liu, Shixia, IEEE COMPUTER GRAPHICS AND APPLICATIONS, v.38, no.4, pp.84 - 92, 2018-07

    PixelSNE: Pixel-Aligned Stochastic Neighbor Embedding for Efficient 2D Visualization with Screen-Resolution Precision

    Kim, Minjeong; Choi, Minsuk; Lee, Sunwoong; et al, COMPUTER GRAPHICS FORUM, v.37, no.3, pp.267 - 276, 2018-06

    VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data

    Choo, Jaegulresearcher; Kim, Hannah; Clarkson, Edward; et al, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.12, no.1, 2018-02

    ConceptVector: Text Visual Analytics via Interactive Lexicon Building using Word Embedding

    Park, Deokgun; Kim, Seungyeon; Lee, Jurim; et al, IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v.24, no.1, pp.361 - 370, 2018-01

    Shielding Effectiveness of Open Cabinet Containing Digital Modules Using Ferrite Sheet

    Choo, Jaeyul; Choo, Jaegulresearcher; Kim, Yong-Hwa, IEEE TRANSACTIONS ON MAGNETICS, v.53, no.12, 2017-12

    Predicting the Currency Market in Online Gaming via Lexicon-Based Analysis on Its Online Forum

    Kim, Young Bin; Kang, Kyeongpil; Choo, Jaegulresearcher; et al, COMPLEXITY, v.2017, 2017-12

    Toward Predicting Social Support Needs in Online Health Social Networks

    Choi, Min-Je; Kim, Sung-Hee; Lee, Sukwon; et al, JOURNAL OF MEDICAL INTERNET RESEARCH, v.19, no.8, 2017-08

    When Bitcoin encounters information in an online forum: Using text mining to analyse user opinions and predict value fluctuation

    Kim, Young Bin; Lee, Jurim; Park, Nuri; et al, PLOS ONE, v.12, no.5, 2017-05

    TopicLens: Efficient Multi-Level Visual Topic Exploration of Large-Scale Document Collections

    Kim, Minjeong; Kang, Kyeongpil; Park, Deokgun; et al, IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v.23, no.1, pp.151 - 160, 2017-01

    AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings

    Kwon, Bum Chul; Kim, Hannah; Wall, Emily; et al, IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v.23, no.1, pp.221 - 230, 2017-01

    Personas in online health communities

    Huh, Jina; Kwon, Bum Chul; Kim, Sung-Hee; et al, JOURNAL OF BIOMEDICAL INFORMATICS, v.63, pp.212 - 225, 2016-10

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