Ensemble of multi-task deep convolutional neural networks using transfer learning for fruit freshness classification

J. Kang and J. Gwak* , Multimedia Tools and Applications , vol. 81, no. 16, pp. 22355–22377, 2021. (JCR 2023 IF=3.6, Q2 in Computer Science, Software Engineering)

An Effective Classification Methodology for Brain MRI Classification Based on Statistical Features, DWT and Blended ANN

M. Fayaz, J. Haider, M. B. Qureshi, M. S. Qureshi, S. Habib and J. Gwak* , IEEE Access , vol. 9, pp. 159146-159159, 2021, doi: 10.1109/ACCESS.2021.3132159. (JCR 2023 IF=3.9, Q2 in Engineering, Electrical & Electronic)

Investigation of Financial Track Records by Using Some Novel Concepts of Complex q-Rung Orthopair Fuzzy Information

A. Nasir, N. Jan, J. Gwak* and S. U. Khan , IEEE Access , vol. 9, pp. 152857-152877. doi: 10.1109/ACCESS.2021.3125383 (JCR 2023 IF=3.9, Q2 in Engineering, Electrical & Electronic)

An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network

M. Fayaz, N. Torokeldiev, S. Turdumamatov, M.S. Qureshi, M.B. Qureshi, J. Gwak* , Sensors , vol. 21, no. 22. https://doi.org/10.3390/s21227480 (JCR 2023 IF=3.9, Q2 in Chemistry, Analytical)

Fuzzy-Based Automatic Epileptic Seizure Detection Framework

A., M. B. Qureshi, M. Afzaal, M. S. Qureshi, J. Gwak* , CMC-Computers, Materials & Continua , vol. 70, no. 3, pp. 5601-5630, 11 October 2021. (JCR 2023 IF=3.1, Q3 in Materials Science, Multidisciplinary)

Anomaly Detection of the Brake Operating Unit on Metro Vehicles Using a One-Class LSTM Autoencoder

J. Kang, C.-S. Kim, J. W. Kang, and J. Gwak* , Applied Sciences , vol. 11, no. 19, p. 9290, Oct. 2021, doi: 10.3390/app11199290. (JCR 2023 IF=2.7, Q2 in Engineering, Multidisciplinary)

Comprehensive Survey of IoT, Machine Learning, and Blockchain for Health Care Applications: A Topical Assessment for Pandemic Preparedness, Challenges, and Solutions

M. Imran, U. Zaman, Imran, J. Imtiaz, M. Fayaz, and J. Gwak* , Electronics , vol. 10, no. 20, p. 2501, Oct. 2021, doi: 10.3390/electronics10202501. (JCR 2023 IF=2.9, Q2 in Engineering, Electrical & Electronic)

An Improved Alpha Beta Filter using A Deep Extreme Learning Machine

J. Khan, M. Fayaz, A. Hussain, S. Khalid, W.K. Mashwani, J. Gwak* , IEEE Access , vol. 9, pp. 61548-61564, 2021. (JCR 2023 IF=3.9, Q2 in Engineering, Electrical & Electronic)

A Topical Review on Machine Learning, Software Defined Networking, Internet of Things Applications: Research Limitations and Challenges

Imram, Z. Ghaffar, A. Alshahrani, M. Fayaz, A.M. Alghamdi, J. Gwak* , Electronics , vol. 10, no. 8, 2021. (JCR 2023 IF=2.9, Q2 in Engineering, Electrical & Electronic)

MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers

J. Kang, Z. Ullah, J. Gwak* , Sensors , vol. 21, no. 6, 2021. (JCR 2023 IF=3.9, Q2 in Chemistry, Analytical)

Anomalous Event Recognition in Videos Based on Joint Learning of Motion and Appearance with Multiple Ranking Measures

S. Dubey, A. Boragule, J. Gwak*, M. Jeon , Applied Sciences , vol. 11, no. 3, pp. 1344:1-13. (JCR 2023 IF=2.7, Q2 in Engineering, Multidisciplinary)

Using Artificial Intelligence Methods for Dental Image Analysis: State-of-the-art Reviews

J. Ahn, T.K.K. Ho, J. Kang, J. Gwak* , Journal of Medical Imaging and Health Informatics , vol. 10, no. 11, pp. 2532-2542, 2020. (JCR 2023 IF=0.659, Q2 in Radiology, Nuclear Medicine & Medical imaging)

Ensemble Learning of Lightweight Deep Learning Models Using Knowledge Distillation for Image Classification

J. Kang, J. Gwak* , Mathematics , vol. 8, no. 10, pp. 1652:1-18, 2020. (JCR 2023 IF=2.4, Q1 in Mathematics, Top 6.8%)

Utilizing Knowledge Distillation in Deep Learning for Classification of Chest X-ray Abnormalities

T.K.K. Ho, J. Gwak* , IEEE Access , vol. 8, pp. 160749-160761, 2020. (JCR 2023 IF=3.9, Q2 in Engineering, Electrical & Electronic)

Power Aggregation Operators and VIKOR Methods for Complex q-Rung Orthopair Fuzzy Sets and Their Applications

H. Garg*, J. Gwak*, T. Mahmood, Z. Ali , Mathematics , vol. 8, no. 4, pp. 538:1-34, 2020. (JCR 2023 IF=2.4, Q1 in Mathematics, Top 6.8%)