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

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

    2
    상대적인 시간정보의 규칙기반 정규화

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

    3
    Optimization of ESS Scheduling for Cost Reduction in Commercial and Industry Customers in Korea

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

    4
    시계열 access log data를 이용한 IT 인프라 이상징후 감지 앙상블 모델

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

    5
    SLRP: Improved heatmap generation via selective layer-wise relevance propagation

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

    6
    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

    7
    Explaining CNN and RNN Using Selective Layer-Wise Relevance Propagation

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

    8
    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

    9
    Speech and music pitch trajectory classification using recurrent neural networks for monaural speech segregation

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

    10
    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

    11
    EXplainable AI (XAI) approach to image captioning

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

    12
    Feature embedding and conditional neural processes for data imputation

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

    13
    Twice fine-tuning deep neural networks for paraphrase identification

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

    14
    Naive semi-supervised deep learning using pseudo-label

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

    15
    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

    16
    Constructing a paraphrase database for agglutinative languages

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

    17
    Survey of Temporal Information Extraction

    Lim, Chae-Gyun; Jeong, Young-Seob; Choi, Ho-Jinresearcher, JOURNAL OF INFORMATION PROCESSING SYSTEMS, v.15, no.4, pp.931 - 956, 2019-08

    18
    음성-음악 혼재 데이터에서의 음성분리를 위한 확률적 어텐션을 사용한 양방향 LSTM 기반 피치 분류

    김한규; 장길진; 박정식; et al, 정보과학회 컴퓨팅의 실제 논문지, v.25, no.4, pp.223 - 230, 2019-04

    19
    심층 학습 기반의 수기 일회성 암호 인증 시스템

    리준; 이혜영; 이영준; et al, 인터넷정보학회논문지, v.20, no.1, pp.25 - 37, 2019-02

    20
    TSSN: 감시 영상의 강우량 인식을 위한 심층 신경망 구조

    리준; 현종환; 최호진researcher, 한국차세대컴퓨팅학회 논문지, v.14, no.6, pp.87 - 97, 2018-12
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