Byoung-Tak Zhang

Byoung-Tak Zhang

Seoul National University

Professor

Department of Computer Science and Engineering

Research Area

  • #Computer science
  • #Artificial intelligence
  • #Machine learning
  • #Psychology
  • #Cognition
  • #Mathematics
  • #Cognitive science
  • #Pattern recognition
  • #Computational biology
  • #Algorithm

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Related papers to
‘ Computer science ‘ : 12

  • Deep ECGNet: An Optimal Deep Learning Framework for Monitoring Mental Stress Using Ultra Short-Term ECG Signals.

    2018/02

    0.9 Impact Factor

    37 citations

    Bosun Hwang, Jiwoo You, Thomas Vaessen, Inez Myin-Germeys, Cheolsoo Park, Byoung-Tak Zhang

    DOI : 10.1089/TMJ.2017.0250

    • #Computer science
    • #Artificial intelligence
    • #Speech recognition
    • #Ecg signal
    • #Mental stress
    • #Term (time)
    • #Deep learning
    • #Stress recognition
    • #Heart rate variability
    • #Process (computing)

All papers authored by
‘ Byoung-Tak Zhang ’ : 22

  • Generative Local Metric Learning for Nearest Neighbor Classification

    2018/01
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

    17.7 Impact Factor

    87 citations

    Yung-Kyun Noh, Byoung-Tak Zhang, Daniel D. Lee

    DOI : 10.1109/TPAMI.2017.2666151

    • #Mathematics
    • #Artificial intelligence
    • #Pattern recognition
    • #Machine learning
    • #Parametric statistics
    • #Discriminative model
    • #Dimensionality reduction
    • #k-nearest neighbors algorithm
    • #Nearest neighbor search
    • #Generative model
    • #Large margin nearest neighbor
    • #Cover tree

Related papers to
‘ Computer science ‘ : 12

  • Deep ECGNet: An Optimal Deep Learning Framework for Monitoring Mental Stress Using Ultra Short-Term ECG Signals.

    2018/02
    TELEMEDICINE JOURNAL AND E-HEALTH

    0.9 Impact Factor

    37 citations

    Bosun Hwang, Jiwoo You, Thomas Vaessen, Inez Myin-Germeys, Cheolsoo Park, Byoung-Tak Zhang

    DOI : 10.1089/TMJ.2017.0250

    • #Computer science
    • #Artificial intelligence
    • #Speech recognition
    • #Ecg signal
    • #Mental stress
    • #Term (time)
    • #Deep learning
    • #Stress recognition
    • #Heart rate variability
    • #Process (computing)
  • Team THOR's Entry in the DARPA Robotics Challenge Trials 2013

    2015/05
    JOURNAL OF FIELD ROBOTICS

    2.1 Impact Factor

    35 citations

    Seung-Joon Yi, Stephen G. McGill, Larry Vadakedathu, Qin He, Inyong Ha, Jeakweon Han, Hyunjong Song, Michael Rouleau, Byoung-Tak Zhang, Dennis Hong, Mark Yim, Daniel D. Lee

    DOI : 10.1002/ROB.21555

    • #Computer science
    • #Artificial intelligence
    • #Embedded system
    • #Systems engineering
    • #Control theory
    • #Software
    • #Robot
    • #Modular design
    • #Control reconfiguration
    • #Robotics
    • #Software architecture
    • #Modularity

Get access to
Contact information

Log in

All papers authored by
‘ Byoung-Tak Zhang ’ : 22

  • Generative Local Metric Learning for Nearest Neighbor Classification

    2018/01
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

    17.7 Impact Factor

    87 citations

    Yung-Kyun Noh, Byoung-Tak Zhang, Daniel D. Lee

    DOI : 10.1109/TPAMI.2017.2666151

    • #Mathematics
    • #Artificial intelligence
    • #Pattern recognition
    • #Machine learning
    • #Parametric statistics
    • #Discriminative model
    • #Dimensionality reduction
    • #k-nearest neighbors algorithm
    • #Nearest neighbor search
    • #Generative model
    • #Large margin nearest neighbor
    • #Cover tree
  • Deep ECGNet: An Optimal Deep Learning Framework for Monitoring Mental Stress Using Ultra Short-Term ECG Signals.

    2018/02
    TELEMEDICINE JOURNAL AND E-HEALTH

    0.9 Impact Factor

    37 citations

    Bosun Hwang, Jiwoo You, Thomas Vaessen, Inez Myin-Germeys, Cheolsoo Park, Byoung-Tak Zhang

    DOI : 10.1089/TMJ.2017.0250

    • #Computer science
    • #Artificial intelligence
    • #Speech recognition
    • #Ecg signal
    • #Mental stress
    • #Term (time)
    • #Deep learning
    • #Stress recognition
    • #Heart rate variability
    • #Process (computing)

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