publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

Citation counts last updated: 2026-09-30 03:16:35

TBA

  1. In preparation
    2 manuscripts in preparation
    TBA

2026

  1. Preprint
    han2026tinycardiounet.png
    TinyCardioUNet: IMU-to-ECG Translation with Graph-Encoded Inter-Axis Dependencies and Tensor Decomposition-Based Parameter Reduction
    Seungwoo Han, Ingon Chanpornpakdi, Motoi Noda, and 3 more authors
    Under review, 2026
    DOI Code
    0 Google Scholar citations
  2. GCCE
    External Sinkhole Attack Detection in Large-Scale WSNs Using Metaheuristic Feature Selection (Accepted)
    Seungwoo Han, Sawako Kitagata, Ingon Chanpornpakdi, and 2 more authors
    In 2026 IEEE Global Conference on Consumer Electronics (GCCE), 2026
    DOI
    0 Google Scholar citations
  3. ITC-CSCC
    Dog Tail Wagging Estimation Using 3D Pose Analysis from Monocular Video (Accepted)
    Ibuki Hiruma, Ingon Chanpornpakdi, Seungwoo Han, and 1 more author
    In 2026 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), 2026
  4. SoftwareX
    han2026pywsnsim.png
    PyWSNSim: A Python-based component-oriented simulation framework for sinkhole attack analysis in large-scale WSNs
    Seungwoo Han, Toshihisa Tanaka, and Su Man Nam
    SoftwareX, 2026 (JCR 2025 Impact Factor: 1.9, Q3)
    SCIE DOI Code
    1 Google Scholar citations
  5. JBHI
    sukhbaatar2025singlem.png
    SingLEM: Single-Channel Large EEG Model
    Jamiyan Sukhbaatar, Satoshi Imamura, Ibuki Inoue, and 5 more authors
    IEEE Journal of Biomedical and Health Informatics, 2026 (JCR Impact Factor: 7.7, Q1)
    SCIE DOI Code
    8 Google Scholar citations

2025

  1. ITC-CSCC
    han2025lightweight.png
    A lightweight multi-feature fusion deep learning architecture for human ECG reconstruction from chest-worn accelerometer
    Seungwoo Han, Ingon Chanpornpakdi, Puwadej Leelasiri, and 4 more authors
    In 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), 2025
    Best Paper Awards DOI
    1 Google Scholar citations

2024

  1. BIBM
    han2024arrhythmia.png
    Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix
    Seungwoo Han
    In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
    DOI
    2 Google Scholar citations

2023

  1. BMEL
    kang2023gan.png
    GAN-based patient information hiding for an ECG authentication system
    Youngshin Kang, Geunbo Yang, Heesang Eom, and 5 more authors
    Biomedical Engineering Letters, 2023 (JCR 2022 Impact Factor: 4.6, Q2)
    SCIE DOI
    16 Google Scholar citations

2021

  1. Preprint
    han2021optimal.png
    Optimal feature selection for firewall log analysis using Machine learning and Hybrid Metaheuristic algorithms
    Seungwoo Han, Gil Hong, Jewan Kim, and 4 more authors
    2021
    DOI
    6 Google Scholar citations

2020

  1. SPC
    han2020detection.png
    Detection of arrhythmia using 1D convolution neural network with LSTM model
    Seungwoo Han, Wongyu Lee, Heesang Eom, and 2 more authors
    IEIE Transactions on Smart Processing & Computing, 2020 (SJR 2019 CiteScore: 0.4, Q4)
    SCOPUS DOI
    11 Google Scholar citations
  2. WPTC
    han2020optimal.png
    Optimal DNN architecture search using Bayesian Optimization Hyperband for arrhythmia detection
    Seungwoo Han, Heesang Eom, Juhyeong Kim, and 1 more author
    In 2020 IEEE Wireless Power Transfer Conference (WPTC), 2020
    DOI
    15 Google Scholar citations
  3. Sensors
    eom2020end.png
    End-to-end deep learning architecture for continuous blood pressure estimation using attention mechanism
    Heesang Eom, Dongseok Lee, Seungwoo Han, and 5 more authors
    Sensors, 2020 (JCR 2019 Impact Factor: 3.2, Q1)
    SCIE DOI
    171 Google Scholar citations