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Choi, Ho-Jin (최호진)
교수, (전산학부)

http://iser.kaist.ac.kr

Research Area
Artificial Intelligence, Knowledge Engineering, Biomedical Informatics
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Contrastive self-supervised representation learning framework for metal surface defect detection

    Zabin, Mahe; Kabir, Anika Nahian Binte; Kabir, Muhammad Khubayeeb; et al, JOURNAL OF BIG DATA, v.10, no.1, 2023-09

    2
    불균형 데이터 처리를 통한 소프트웨어 요구사항 분류 모델의 성능 개선에 관한 연구

    최종우; 이영준; 임채균; et al, 정보처리학회논문지. 소프트웨어 및 데이터 공학, v.12, no.7, pp.295 - 302, 2023-07

    3
    Multi-task Learning Approach for Utilizing Temporal Relations in Natural Language Understanding Tasks

    Lim, Chae-Gyun; Jeong, Young-Seob; Choi, Ho-Jin, SCIENTIFIC REPORTS, v.13, no.1, 2023-05

    4
    Hybrid deep transfer learning architecture for industrial fault diagnosis using Hilbert transform and DCNN-LSTM

    Zabin, Mahe; Choi, Ho-Jin; Uddin, Jia, JOURNAL OF SUPERCOMPUTING, v.79, no.5, pp.5181 - 5200, 2023-03

    5
    시간적 관계정보를 활용한 사전학습 언어모델 기반의 멀티태스크 학습 기법

    임채균; 오교중; 최호진, 정보과학회논문지 , v.50, no.1, pp.25 - 31, 2023-01

    6
    상대적인 시간정보의 규칙기반 정규화

    정영섭; 임채균; 이승동; et al, 한국컴퓨터정보학회논문지, v.27, no.12, pp.41 - 49, 2022-12

    7
    Optimization of ESS Scheduling for Cost Reduction in Commercial and Industry Customers in Korea

    Jang, Moonjong; Choi, Ho-Jin; Lim, Chae-Gyun; et al, SUSTAINABILITY, v.14, no.6, 2022-03

    8
    시계열 access log data를 이용한 IT 인프라 이상징후 감지 앙상블 모델

    김정원; 최호진, 정보과학회논문지, v.48, no.9, pp.1035 - 1043, 2021-09

    9
    SLRP: Improved heatmap generation via selective layer-wise relevance propagation

    Jung, Yeon-Jee; Han, Seung-Ho; Choi, Ho-Jin, ELECTRONICS LETTERS, v.57, no.10, pp.393 - 396, 2021-05

    10
    Classification of Diffuse Glioma Subtype from Clinical-Grade Pathological Images Using Deep Transfer Learning

    Im, Sanghyuk; Hyeon, Jonghwan; Rha, Eunyoung; et al, SENSORS, v.21, no.10, 2021-05

    11
    Explaining CNN and RNN Using Selective Layer-Wise Relevance Propagation

    Jung, Yeon-Jee; Han, Seung-Ho; Choi, Ho-Jin, IEEE ACCESS, v.9, pp.18670 - 18681, 2021-03

    12
    Speech and music pitch trajectory classification using recurrent neural networks for monaural speech segregation

    Kim, Han-Gyu; Jang, Gil-Jin; Oh, Yung-Hwan; et al, JOURNAL OF SUPERCOMPUTING, v.76, no.10, pp.8193 - 8213, 2020-10

    13
    Discovery of Topic Flows of Authors

    Jeong, Young-Seob; Lee, Sang-Hun; Gweon, Gahgene; et al, JOURNAL OF SUPERCOMPUTING, v.76, no.10, pp.7858 - 7882, 2020-10

    14
    EXplainable AI (XAI) approach to image captioning

    Han, Seung-Ho; Kwon, Min-Su; Choi, Ho-Jin, JOURNAL OF ENGINEERING-JOE, v.2020, no.13, pp.589 - 594, 2020-07

    15
    Deep learning-based household electric energy consumption forecasting

    Hyeon, Jonghwan; Lee, HyeYoung; Ko, Bowon; et al, JOURNAL OF ENGINEERING-JOE, v.2020, no.13, pp.639 - 642, 2020-07

    16
    Feature embedding and conditional neural processes for data imputation

    Kwon, Minsu; Jeong, Young-Seob; Choi, Ho-Jin, ELECTRONICS LETTERS, v.56, no.11, pp.546 - 548, 2020-05

    17
    Twice fine-tuning deep neural networks for paraphrase identification

    Ko, Bowon; Choi, Ho-Jin, ELECTRONICS LETTERS, v.56, no.9, pp.444 - 446, 2020-04

    18
    Naive semi-supervised deep learning using pseudo-label

    Li, Zhun; Ko, ByungSoo; Choi, Ho-Jin, PEER-TO-PEER NETWORKING AND APPLICATIONS, v.12, no.5, pp.1358 - 1368, 2019-09

    19
    대화 속 질문 유사성 분석을 위한 문장 임베딩 자질의 자동 추출 방법

    오교중; 이동건; 임채균; et al, 정보과학회논문지, v.46, no.9, pp.909 - 918, 2019-09

    20
    Constructing a paraphrase database for agglutinative languages

    Park, Hancheol; Oh, Kyo-Joong; Choi, Ho-Jin; et al, DATA & KNOWLEDGE ENGINEERING, v.123, pp.1 - 20, 2019-09
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