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Kim, Min-Soo (김민수)
교수, (전산학부)

http://infolab.kaist.ac.kr/

Research Area
Databases, Machine Learning , Bioinformatics
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    GPUTucker: Large-Scale GPU-Based Tucker Decomposition Using Tensor Partitioning

    Lee, Jihye; Han, Donghyoung; Kwon, Oh-Kyoung; et al, EXPERT SYSTEMS WITH APPLICATIONS, v.237, 2024-03

    2
    Active learning using Generative Adversarial Networks for improving generalization and avoiding distractor points

    Lim, Heechul; Chon, Kang-Wook; Kim, Min-Soo, EXPERT SYSTEMS WITH APPLICATIONS, v.227, 2023-10

    3
    Your lottery ticket is damaged: Towards all-alive pruning for extremely sparse networks

    Kim, Daejin; Kim, Min-Soo; Shim, Hyunjung; et al, INFORMATION SCIENCES, v.634, pp.608 - 620, 2023-07

    4
    Ensuring Data Freshness in Wireless Monitoring Networks: Age-of-Information Sensitive Coverage and Energy Efficiency Perspectives

    Kim, Jinwoong; Kim, Minsu; Kim, Min-Soo; et al, IEEE INTERNET OF THINGS JOURNAL, v.10, no.14, pp.12811 - 12825, 2023-07

    5
    ConnectomeNet: A Unified Deep Neural Network Modeling Framework for Multi-Task Learning

    Lim, Heechul; Chon, Kang-Wook; Kim, Min-Soo, IEEE ACCESS, v.11, pp.34297 - 34308, 2023-03

    6
    VPrimer: A Method of Designing and Updating Primer and Probe With High Variant Coverage for RNA Virus Detection

    Jeon, Hajin; Bae, Jeongmin; Kim, Hyerin; et al, IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v.20, no.1, pp.775 - 784, 2023-01

    7
    Tweaking Deep Neural Networks

    Kim, Jinwook; Yoon, Heeyong; Kim, Min-Soo, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.9, pp.5715 - 5728, 2022-09

    8
    TENAS: Using Taylor Expansion and Channel-level Skip Connection for Neural Architecture Search

    Lim, Heechul; Kim, Min-Soo, IEEE ACCESS, v.10, pp.84790 - 84798, 2022-08

    9
    SGMiner: A Fast and Scalable GPU-Based Frequent Pattern Miner on SSDs

    Chon, Kang-Wook; Yi, Eunjeong; Kim, Min-Soo, IEEE ACCESS, v.10, pp.62502 - 62519, 2022-06

    10
    Automatic prediction of left cardiac chamber enlargement from chest radiographs using convolutional neural network

    Nam, Ju Gang; Kim, Jinwook; Noh, Keonwoo; et al, EUROPEAN RADIOLOGY, v.31, no.11, pp.8130 - 8140, 2021-11

    11
    Development and Pilot-Test of Blockchain-Based MyHealthData Platform

    Bae, Ye-Seul; Park, Yujin; Kim, Taekhoon; et al, APPLIED SCIENCES-BASEL, v.11, no.17, 2021-09

    12
    Development and Validation of an Arterial Pressure-Based Cardiac Output Algorithm Using a Convolutional Neural Network: Retrospective Study Based on Prospective Registry Data

    Yang, Hyun-Lim; Jung, Chul-Woo; Yang, Seong Mi; et al, JMIR MEDICAL INFORMATICS, v.9, no.8, 2021-08

    13
    GPrimer: a fast GPU-based pipeline for primer design for qPCR experiments

    Bae, Jeongmin; Jeon, Hajin; Kim, Min-Soo, BMC BIOINFORMATICS, v.22, no.1, 2021-04

    14
    MRPrimerW2: an enhanced tool for rapid design of valid high-quality primers with multiple search modes for qPCR experiments

    Jeon, Hajin; Bae, Jeongmin; Hwang, Sang-Hyun; et al, NUCLEIC ACIDS RESEARCH, v.47, no.W1, pp.W614 - W622, 2019-07

    15
    A parallel query processing system based on graph-based database partitioning

    Nam, Yoon-Min; Han, Donghyoung; Kim, Min-Soo, INFORMATION SCIENCES, v.480, pp.237 - 260, 2019-04

    16
    Weakly supervised lesion localization for age-related macular degeneration detection using optical coherence tomography images

    Yang, Hyun-Lim; Kim, Jong Jin; Kim, Jong Ho; et al, PLOS ONE, v.14, no.4, 2019-04

    17
    BIGMiner: a fast and scalable distributed frequent pattern miner for big data

    Chon, Kang-Wook; Kim, Min-Soo, CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, v.21, no.3, pp.1507 - 1520, 2018-09

    18
    GMiner: A fast GPU-based frequent itemset mining method for large-scale data

    Chon, Kang-Wook; Hwang, Sang-Hyun; Kim, Min-Soo, INFORMATION SCIENCES, v.439, pp.19 - 38, 2018-05

    19
    SSDPrimer: an SSD-based primer design method for a private sequence DB

    Chon, Kang-Wook; Hwang, Sang-Hyun; An, Kyuhyeon; et al, INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, v.18, no.3, pp.252 - 267, 2017-10

    20
    MRPrimerV: a database of PCR primers for RNA virus detection

    Kim, Hyerin; Kang, NaNa; An, KyuHyeon; et al, NUCLEIC ACIDS RESEARCH, v.45, no.D1, pp.D475 - D481, 2017-01
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