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Kim, Daeyoung (김대영)
교수, (전산학부)

http://resl.kaist.ac.kr/~kimd

Research Area
Internet of Things, Data Engineering, Deep Learning
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification

    Zubair, Muhammad; Woo, Sungpil; Lim, Sunhwan; et al, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.28, no.5, pp.2461 - 2472, 2024-05

    2
    Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud

    Rodrigues, Vinicius Facco; Righi, Rodrigo da Rosa; da Costa, Cristiano Andre; et al, HEALTH AND TECHNOLOGY, v.13, no.3, pp.449 - 472, 2023-06

    3
    ImprovedSSGAN: Ranking Discriminator With Semi-Supervised GAN for Ordinal Information

    Tolcha, Yalew; Kim, Kyoung Hoon; Kim, Daeyoung, IEEE ACCESS, v.11, pp.13447 - 13455, 2023

    4
    Fully Complex Deep Learning Classifiers for Signal Modulation Recognition in Non-Cooperative Environment

    Kim, Sangkyu; Yang, Hae-Yong; Kim, Daeyoung, IEEE ACCESS, v.10, pp.20295 - 20311, 2022

    5
    TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes

    Jun, Tae Joon; Eom, Youngsub; Kim, Dohyeun; et al, EXPERT SYSTEMS WITH APPLICATIONS, v.182, 2021-11

    6
    Towards Interoperability of Entity-Based and Event-Based IoT Platforms: The Case of NGSI and EPCIS Standards

    Tolcha, Yalew; Kassahun, Ayalew; Montanaro, Teodoro; et al, IEEE ACCESS, v.9, pp.49868 - 49880, 2021-04

    7
    Security offloading network system for expanded security coverage in IPv6-based resource constrained data service networks

    Han, Jiyong; Kim, Daeyoung, WIRELESS NETWORKS, v.26, no.6, pp.4615 - 4635, 2020-08

    8
    Special T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography

    Jun, Tae Joon; Kweon, Jihoon; Kim, Young-Hak; et al, NEURAL NETWORKS, v.128, pp.216 - 233, 2020-08

    9
    Object traceability graph: Applying temporal graph traversals for efficient object traceability

    Byun, Jaewook; Kim, Daeyoung, EXPERT SYSTEMS WITH APPLICATIONS, v.150, 2020-07

    10
    Chaotic time series prediction using a novel Echo State Network model with Inputs Reconstruction, Bayesian Ridge Regression, and Independent Component Analysis

    Nguyen, Hoang Min; Kalra, Gaurav; Jun, Taejoon; et al, INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, v.34, no.6, pp.1 - 19, 2020-06

    11
    ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time

    Byun, Jaewook; Woo, Sungpil; Kim, Daeyoung, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.32, no.3, pp.424 - 437, 2020-03

    12
    Neighbor Dependency-Based Dynamic Fusion Tree Generation for a Multi-radar System

    Yeun, Kyuoke; Kim, Daeyoung, WIRELESS PERSONAL COMMUNICATIONS, v.109, no.4, pp.2107 - 2120, 2019-12

    13
    Efficient deep learning of image denoising using patch complexity local divide and deep conquer

    Hong, Inpyo; Hwang, Youngbae; Kim, Daeyoung, PATTERN RECOGNITION, v.96, 2019-12

    14
    Host load prediction in cloud computing using Long Short-Term Memory Encoder-Decoder

    Hoang Minh Nguyen; Kalra, Gaurav; Kim, Daeyoung, JOURNAL OF SUPERCOMPUTING, v.75, no.11, pp.7592 - 7605, 2019-11

    15
    ESNemble: an Echo State Network-based ensemble for workload prediction and resource allocation of Web applications in the cloud

    Hoang Minh Nguyen; Kalra, Gaurav; Jun, Tae Joon; et al, JOURNAL OF SUPERCOMPUTING, v.75, no.10, pp.6303 - 6323, 2019-10

    16
    커넥티드 카 환경에서의 차량 보안 위협 정보 공유 시스템

    Han, Jiyong; Kim, Daeyoung, 한국정보과학회, pp.278 - 280, 2019-06

    17
    Automated detection of vulnerable plaque in intravascular ultrasound images

    Jun, Tae Joon; Kang, Soo-Jin; Lee, June-Goo; et al, MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, v.57, no.4, pp.863 - 876, 2019-04

    18
    A multi-hop pointer forwarding scheme for efficient location update in low-rate wireless mesh networks

    Kim, Seong Hoon; Ha, Minkeun; Kim, Daeyoung, JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, v.122, pp.109 - 121, 2018-12

    19
    Distributed Topology Construction in ZigBee Wireless Networks

    Kim, T.; Kim, S.H.; Kim, Daeyoung, WIRELESS PERSONAL COMMUNICATIONS, v.103, no.3, pp.2213 - 2227, 2018-12

    20
    MSHCS-MAC: 저속 호핑 및 협력적 센싱 접근법 기반의다중홉 인지 라디오 네트워크를 위한 MAC 및 시간동기화 프로토콜

    윤원득; 팜냣; 권기웅; et al, 한국통신학회논문지, v.43, no.11, pp.1819 - 1830, 2018-11
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