Jong-Myon Kim

Overview

Best Publications

• Electricity Theft Detection in Smart Grid Systems: A CNN-LSTM Based Approach

  Md. Nazmul Hasan;Rafia Nishat Toma;Abdullah-Al Nahid;M M Manjurul Islam

  352
  Citations

• A Hybrid Prognostics Technique for Rolling Element Bearings Using Adaptive Predictive Models

  Wasim Ahmad;Sheraz Ali Khan;Jong-Myon Kim

  218
  Citations

• A reliable technique for remaining useful life estimation of rolling element bearings using dynamic regression models

  Wasim Ahmad;Sheraz Ali Khan;M M Manjurul Islam;Jong-Myon Kim

  209
  Citations

• Automated bearing fault diagnosis scheme using 2D representation of wavelet packet transform and deep convolutional neural network

  M.M. Manjurul Islam;Jong-Myon Kim

  193
  Citations

• A Hybrid Feature Model and Deep-Learning-Based Bearing Fault Diagnosis

  Muhammad Sohaib;Cheol-Hong Kim;Jong-Myon Kim

  191
  Citations

• Reliable Fault Diagnosis for Low-Speed Bearings Using Individually Trained Support Vector Machines With Kernel Discriminative Feature Analysis

  Myeongsu Kang;Jaeyoung Kim;Jong-Myon Kim;Andy C. C. Tan

  182
  Citations

• Reliable multiple combined fault diagnosis of bearings using heterogeneous feature models and multiclass support vector Machines

  M.M. Manjurul Islam;Jong-Myon Kim

  165
  Citations

• Time-Varying and Multiresolution Envelope Analysis and Discriminative Feature Analysis for Bearing Fault Diagnosis

  Myeongsu Kang;Jaeyoung Kim;Linda M Wills;Jong-Myon Kim

  146
  Citations

• Emotional Stress State Detection Using Genetic Algorithm-Based Feature Selection on EEG Signals

  Dongkoo Shon;Kichang Im;Jeong-Ho Park;Dong-Sun Lim

  140
  Citations

• Fire flame detection in video sequences using multi-stage pattern recognition techniques

  Tung Xuan Truong;Jong-Myon Kim

  138
  Citations

• A Hybrid Feature Selection Scheme for Reducing Diagnostic Performance Deterioration Caused by Outliers in Data-Driven Diagnostics

  Myeongsu Kang;Md. Rashedul Islam;Jaeyoung Kim;Jong-Myon Kim

  133
  Citations

• An effective four-stage smoke-detection algorithm using video images for early fire-alarm systems

  Truong Xuan Tung;Jong-Myon Kim

  127
  Citations

• Automated irrigation system using solar power

  J. Uddin;S. M. T. Reza;Q. Newaz;T. Islam

  127
  Citations

• Bearing Fault Classification of Induction Motors Using Discrete Wavelet Transform and Ensemble Machine Learning Algorithms

  Rafia Nishat Toma;Jong-Myon Kim

  121
  Citations

• Vision-Based Autonomous Crack Detection of Concrete Structures Using a Fully Convolutional Encoder-Decoder Network.

  M. M. Manjurul Islam;Jong-Myon Kim

  120
  Citations

• Adaptive ECG denoising using genetic algorithm-based thresholding and ensemble empirical mode decomposition

  Phuong Nguyen;Jong-Myon Kim

  111
  Citations

• Reliable fault diagnosis for incipient low-speed bearings using fault feature analysis based on a binary bat algorithm

  Myeongsu Kang;Jaeyoung Kim;Jong-Myon Kim

  105
  Citations

• An FPGA-Based Multicore System for Real-Time Bearing Fault Diagnosis Using Ultrasampling Rate AE Signals

  Myeongsu Kang;Jaeyoung Kim;Jong-Myon Kim

  101
  Citations

• Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network

  Akm Ashiquzzaman;Abdul Kawsar Tushar;Md. Rashedul Islam;Dongkoo Shon

  97
  Citations

• Robust condition monitoring of rolling element bearings using de-noising and envelope analysis with signal decomposition techniques

  Phuong Nguyen;Myeongsu Kang;Jong-Myon Kim;Byung-Hyun Ahn

  88
  Citations