DSpace at KOASAS

Researcher Page

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Lee, Jae-Gil (이재길)
교수, (전산학부)

http://dm.kaist.ac.kr/lab/index.html

Research Area
Space-time Data Mining, Social Network and Graph Data Mining, Big Data Analysis
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Learning From Noisy Labels With Deep Neural Networks: A Survey

    Song, Hwanjun; Kim, Minseok; Park, Dongmin; et al, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.34, no.11, pp.8135 - 8153, 2023-11

    2
    Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective

    Whang, Steven Euijong; Roh, Yuji; Song, Hwanjun; et al, VLDB JOURNAL, v.32, no.4, pp.791 - 813, 2023-07

    3
    준지도 이상치 탐지를 위한 통계적 임계값 기반의 슈도 라벨링

    이영준; 이재길, 정보과학회 컴퓨팅의 실제 논문지, v.29, no.6, pp.296 - 301, 2023-06

    4
    MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction

    Trirat, Patara; Yoon, Susik; Lee, Jae-Gil, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.24, no.4, pp.3779 - 3794, 2023-04

    5
    강건하고 공정하며 확장 가능한 데이터 중심의 연속 학습

    이재길; 신기정; 박찬영; et al, 정보과학회지, v.40, no.11, pp.53 - 58, 2022-11

    6
    A Bird's Eye View of the 4th Industrial Revolution Technologies

    Whang, Kyu-Young; Lee, Jae-Gil; Lim, Hyo-Sang; et al, The Bulletin of the Technical Committee on Data Engineering, v.45, no.3, pp.4 - 16, 2022-09

    7
    시공간 이동 경로로부터 동시성을 고려한 그룹 주기적 패턴 마이닝

    나지혜; 강준혁; 이재길; et al, 데이타베이스연구, v.38, no.2, pp.3 - 17, 2022-08

    8
    장소 추천을 위한 메타 러닝

    이재길, 정보과학회지, v.39, no.3, pp.24 - 29, 2021-03

    9
    An Effective Approach to Enhancing a Focused Crawler Using Google

    Lee, Jae-Gil; Bae, Donghwan; Kim, Sansung; et al, JOURNAL OF SUPERCOMPUTING, v.76, no.10, pp.8175 - 8192, 2020-10

    10
    PTEM: A POPULARITY-BASED TOPICAL EXPERTISE MODEL FOR COMMUNITY QUESTION ANSWERING

    Jung, Hohyun; Lee, Jae-Gil; Lee, Namgil; et al, ANNALS OF APPLIED STATISTICS, v.14, no.3, pp.1304 - 1325, 2020-09

    11
    Ada-boundary: accelerating DNN training via adaptive boundary batch selection

    Song, Hwanjun; Kim, Sundong; Kim, Minseok; et al, MACHINE LEARNING, v.109, no.9, pp.1837 - 1853, 2020-09

    12
    Effect of garbage collection in iterative algorithms on Spark: an experimental analysis

    Kang, Minseo; Lee, Jae-Gil, JOURNAL OF SUPERCOMPUTING, v.76, no.9, pp.7204 - 7218, 2020-09

    13
    Hello There! Is Now a Good Time to Talk?: Opportune Moments for Proactive Interactions with Smart Speakers

    Cha, Narae; Kim, Auk; Park, Cheul Young; et al, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, v.4, no.3, pp.1 - 28, 2020-09

    14
    모빌리티 AI 기술 동향

    이재길, 정보과학회지, v.38, no.8, pp.42 - 48, 2020-08

    15
    Data Collection and Quality Challenges for Deep Learning

    Whang, Steven Euijong; Lee, Jae-Gil, PROCEEDINGS OF THE VLDB ENDOWMENT, v.13, no.12, pp.3429 - 3432, 2020-08

    16
    Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection

    Kim, Jungeun; Lee, Jae-Gil; Lee, Byung Suk; et al, ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, v.11, no.4, pp.1 - 26, 2020-07

    17
    Distributed fine-tuning of CNNs for image retrieval on multiple mobile devices

    Jang, Gwangseon; Lee, Jin-woo; Lee, Jae-Gil; et al, PERVASIVE AND MOBILE COMPUTING, v.64, 2020-04

    18
    이동경로 예측을 위한 도로 네트워크 토폴로지 기반 딥 그리드 임베딩

    강준혁; 이재길; 김병진; et al, 데이타베이스연구, v.36, no.1, pp.57 - 73, 2020-04

    19
    Seq2Seq 오토인코더 기반의 이상 이동경로 탐지

    김현수; 강준혁; 문호원; et al, 대한공간정보학회지, v.28, no.1, pp.35 - 40, 2020-03

    20
    A systematic framework of predicting customer revisit with in-store sensors

    Kim, Sundong; Lee, Jae-Gil, KNOWLEDGE AND INFORMATION SYSTEMS, v.62, no.3, pp.1005 - 1035, 2020-03
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