Jeonghwan Gwak

75 papers Journal 59Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Recent Survey of Vision Transformers for Medical Image Segmentation. IEEE Access Asifullah Khan, Zunaira Rauf, Abdul Rehman Khan, Saima Rathore, Saddam Hussain Khan, Najamus Saher Shah, Umair Farooq, Hifsa Asif, Aqsa Asif, Umme Zahoora, Rafi Ullah Khalil, Suleman Qamar, Umm-e-Hani Tayyab, Faiza Babar Khan, Abdul Majid, Jeonghwan Gwak
2025	J	`jnl`	Fuzzy ensemble-based federated learning for EEG-based emotion recognition in Internet of Medical Things. J. Ind. Inf. Integr. Weiwei Jiang, Yang Zhang, Haoyu Han, Xiaozhu Liu, Jeonghwan Gwak, Weixi Gu, Achyut Shankar, Carsten Maple
2025	J	`jnl`	Long Range CCTV-Based Context-Aware Petroglyphs Surface Change Classification Using Dual Attention-Guided Pyramid Siamese Network. IEEE Access Dohyung Kwon, Jeonghwan Gwak, Jeongmin Yu
2025	J	`jnl`	Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges. Medical Image Anal. Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Deng-Ping Fan, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Ulas Bagci
2024	J	`jnl`	An integrated complex T-spherical fuzzy set and soft set model for quantum computing and energy resource planning. Inf. Sci. Naeem Jan, Jeonghwan Gwak, Dragan Pamucar, Hyoungku Kang
2024	J	`jnl`	Mathematical Investigation of Communication and Network Securities Under Interval-Valued Complex Spherical Fuzzy Information. Int. J. Fuzzy Syst. Naeem Jan, Jeonghwan Gwak, Shoukat Hussain, Abdul Nasir
2024	J	`jnl`	Mathematical analysis of big data analytics under bipolar complex fuzzy soft information. Appl. Soft Comput. Naeem Jan, Jeonghwan Gwak, Muhammet Deveci, Vladimir Simic, Jurgita Antucheviciene
2024	J	`jnl`	Multi-teacher cross-modal distillation with cooperative deep supervision fusion learning for unimodal segmentation. Knowl. Based Syst. Saeed Ahmad, Zahid Ullah, Jeonghwan Gwak
2024	J	`jnl`	RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media. J. Big Data Zafran Khan, Jeonghwan Gwak, Naima Iltaf, Witold Pedrycz, Moongu Jeon
2024	J	`jnl`	Smart Insole-Based Classification of Alzheimer's Disease Using Few-Shot Learning Facilitated by Multi-Scale Metric Learning. IEEE Trans. Consumer Electron. Younghoon Jeon, Jaeyong Kang, Byeong C. Kim, Kun Ho Lee, Jong-In Song, Jeonghwan Gwak
2023	J	`jnl`	A Recent Survey of Vision Transformers for Medical Image Segmentation. CoRR Asifullah Khan, Zunaira Rauf, Abdul Rehman Khan, Saima Rathore, Saddam Hussain Khan, Najmus Sahar Shah, Umair Farooq, Hifsa Asif, Aqsa Asif, Umme Zahoora, Rafi Ullah Khalil, Suleman Qamar, Umme Hani Asif, Faiza Babar Khan, Abdul Majid, Jeonghwan Gwak
2023	J	`jnl`	A new approach to investigate the effects of artificial neural networks based on bipolar complex spherical fuzzy information. Complex Intell. Syst. Jeonghwan Gwak, Harish Garg, Naeem Jan, Bushra Akram
2023	J	`jnl`	A novel extended Portuguese of Interactive and Multi-Criteria Decision Making and Archimedean Bonferroni mean operators based on prospect theory to select green supplier with complex q-rung orthopair fuzzy information. CAAI Trans. Intell. Technol. Zeeshan Ali, Tahir Mahmood, Jeonghwan Gwak, Naeem Jan
2023	J	`jnl`	A robust hybrid decision making model for Human-Computer interaction in the environment of Bipolar complex picture fuzzy soft Sets. Inf. Sci. Naeem Jan, Jeonghwan Gwak, Dragan Pamucar
2023	J	`jnl`	An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges. CoRR Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange
2023	J	`jnl`	Analysis of Networks and Digital Systems by Using the Novel Technique Based on Complex Fuzzy Soft Information. IEEE Trans. Consumer Electron. Naeem Jan, Jeonghwan Gwak, Jiaming Pei, Rabia Maqsood, Abdul Nasir
2023	J	`jnl`	CB-HVT Net: A Channel-Boosted Hybrid Vision Transformer Network for Lymphocyte Detection in Histopathological Images. IEEE Access Momina Liaqat Ali, Zunaira Rauf, Asifullah Khan, Anabia Sohail, Rafi Ullah Khalil, Jeonghwan Gwak
2023	J	`jnl`	CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological images. CoRR Momina Liaqat Ali, Zunaira Rauf, Asifullah Khan, Anabia Sohail, Rafi Ullah Khalil, Jeonghwan Gwak
2023	J	`jnl`	DC-AAE: Dual channel adversarial autoencoder with multitask learning for KL-grade classification in knee radiographs. Comput. Biol. Medicine Muhammad Umar Farooq, Zahid Ullah, Asifullah Khan, Jeonghwan Gwak
2023	J	`jnl`	Ensemble CNNs for Breast Tumor Classification. CoRR Muhammad Umar Farooq, Zahid Ullah, Jeonghwan Gwak
2023	J	`jnl`	FFTransMOT: Feature-Fused Transformer for Enhanced Multi-Object Tracking. IEEE Access Xufeng Hu, Younghoon Jeon, Jeonghwan Gwak
2023	J	`jnl`	Hybrid integrated decision-making model for operating system based on complex intuitionistic fuzzy and soft information. Inf. Sci. Naeem Jan, Jeonghwan Gwak, Dragan Pamucar, Luis Martínez
2023	J	`jnl`	Investigation of Robotics Technology Based on Bipolar Complex Intuitionistic Fuzzy Soft Relation. Int. J. Fuzzy Syst. Jeonghwan Gwak, Harish Garg, Naeem Jan
2023	J	`jnl`	MTSS-AAE: Multi-task semi-supervised adversarial autoencoding for COVID-19 detection based on chest X-ray images. Expert Syst. Appl. Zahid Ullah, Muhammad Usman, Jeonghwan Gwak
2023	J	`jnl`	Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information. Appl. Soft Comput. Naeem Jan, Jeonghwan Gwak, Dragan Pamucar
2023	J	`jnl`	Residual attention based uncertainty-guided mean teacher model for semi-supervised breast masses segmentation in 2D ultrasonography. Comput. Medical Imaging Graph. Muhammad Umar Farooq, Zahid Ullah, Jeonghwan Gwak
2022	J	`jnl`	A Predictive Analysis of Key Factors Defining the Successful International Trades in the Environment of Complex Cubic Fuzzy Information. Int. J. Fuzzy Syst. Naeem Jan, Rabia Maqsood, Abdul Nasir, Muhammad Arif, Jeonghwan Gwak
2022	J	`jnl`	Abnormal event detection using adversarial predictive coding for motion and appearance. Inf. Sci. Jongmin Yu, Jung-Gyun Kim, Jeonghwan Gwak, Byung-Geun Lee, Moongu Jeon
2022	J	`jnl`	Autonomous Drone Swarm Navigation and Multitarget Tracking With Island Policy-Based Optimization Framework. IEEE Access Suleman Qamar, Saddam Hussain Khan, Muhammad Arif Arshad, Maryam Qamar, Jeonghwan Gwak, Asifullah Khan
2022	J	`jnl`	Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation. Inf. Sci. Zahid Ullah, Muhammad Usman, Moongu Jeon, Jeonghwan Gwak
2022	J	`jnl`	Drone Navigation Using Region and Edge Exploitation-Based Deep CNN. IEEE Access Muhammad Arif Arshad, Saddam Hussain Khan, Suleman Qamar, Muhammad Waleed Khan, Iqbal Murtza, Jeonghwan Gwak, Asifullah Khan
2022	J	`jnl`	Ensemble of multi-task deep convolutional neural networks using transfer learning for fruit freshness classification. Multim. Tools Appl. Jaeyong Kang, Jeonghwan Gwak
2022	J	`jnl`	Individualized diagnosis of preclinical Alzheimer's Disease using deep neural networks. Expert Syst. Appl. Jinhee Park, Sehyeon Jang, Jeonghwan Gwak, Byeong C. Kim, Jang Jae Lee, Kyu Yeong Choi, Kun Ho Lee, Sung Chan Jun, Gil-Jin Jang, Sangtae Ahn
2022	J	`jnl`	Investigation of Blockchain Technology by Using the Innovative Concepts of Complex Pythagorean Fuzzy Soft Information. Complex. Naeem Jan, Jeonghwan Gwak, Younghoon Jeon, Bushra Akram
2022	J	`jnl`	OVASO: Integrated binary CNN models to classify COVID-19, pneumonia and healthy lung in X-ray images. Int. J. Imaging Syst. Technol. Hyunsu Jeong, Hyunwook Kim, Jiwon Yoon, Kyungsup Go, Jeonghwan Gwak
2022	J	`jnl`	Tiny Asymmetric Feature Normalized Network for Person Re-Identification System. IEEE Access Hoyeon Ahn, Yoojin Hong, Hyunguk Choi, Jeonghwan Gwak, Moongu Jeon
2021	J	`jnl`	An Effective Classification Methodology for Brain MRI Classification Based on Statistical Features, DWT and Blended ANN. IEEE Access Muhammad Fayaz, Jawad Haider, Muhammad Bilal Qureshi, Muhammad Shuaib Qureshi, Shabana Habib, Jeonghwan Gwak
2021	J	`jnl`	An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network. Sensors Muhammad Fayaz, Nurlan Torokeldiev, Samat Turdumamatov, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Jeonghwan Gwak
2021	J	`jnl`	An Improved Alpha Beta Filter Using a Deep Extreme Learning Machine. IEEE Access Junaid Khan, Muhammad Fayaz, Ayyaz Hussain, Shah Khalid, Wali Khan Mashwani, Jeonghwan Gwak
2021	J	`jnl`	Investigation of Financial Track Records by Using Some Novel Concepts of Complex q-Rung Orthopair Fuzzy Information. IEEE Access Abdul Nasir, Naeem Jan, Jeonghwan Gwak, Sami Ullah Khan
2021	J	`jnl`	MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers. Sensors Jaeyong Kang, Zahid Ullah, Jeonghwan Gwak
2020	J	`jnl`	Corrections to "Ensemble of Instance Segmentation Models for Polyp Segmentation in Colonoscopy Images". IEEE Access Jaeyong Kang, Jeonghwan Gwak
2020	—	`conf`	KD-ResUNet++: Automatic Polyp Segmentation via Self-Knowledge Distillation. MediaEval Jaeyong Kang, Jeonghwan Gwak
2020	J	`jnl`	OneShotDA: Online Multi-Object Tracker With One-Shot-Learning-Based Data Association. IEEE Access Kwangjin Yoon, Jeonghwan Gwak, Young-min Song, Young-Chul Yoon, Moongu Jeon
2020	J	`jnl`	Using Artificial Intelligence Methods for Dental Image Analysis: State-of-the-Art Reviews. J. Medical Imaging Health Informatics Junho Ahn, Thi Kieu Khanh Ho, Jaeyong Kang, Jeonghwan Gwak
2020	J	`jnl`	Utilizing Knowledge Distillation in Deep Learning for Classification of Chest X-Ray Abnormalities. IEEE Access Thi Kieu Khanh Ho, Jeonghwan Gwak
2019	J	`jnl`	A Review of Intelligent Self-Driving Vehicle Software Research. KSII Trans. Internet Inf. Syst. Jeonghwan Gwak, Juho Jung, Ryumduck Oh, Manbok Park, Mukhammad Abdu Kayumbek Rakhimov, Junho Ahn
2019	J	`jnl`	A framework for automatically constructing a dataset for training a vehicle detector. Int. J. Comput. Vis. Robotics Changyon Kim, Jeonghwan Gwak, Daeyoung Shim, Moongu Jeon
2019	J	`jnl`	Discrimination of Mental Workload Levels From Multi-Channel fNIRS Using Deep Leaning-Based Approaches. IEEE Access Thi Kieu Khanh Ho, Jeonghwan Gwak, Chang Min Park, Jong-In Song
2019	J	`jnl`	Ensemble of Instance Segmentation Models for Polyp Segmentation in Colonoscopy Images. IEEE Access Jaeyong Kang, Jeonghwan Gwak
2019	J	`jnl`	Toward Deep Learning Approaches for Learning Structure Motifs and Classifying Biological Sequences From RNA A-to-I Editing Events. IEEE Access Thi Kieu Khanh Ho, Jeonghwan Gwak
2019	—	`conf`	Utilizing Pretrained Deep Learning Models for Automated Pulmonary Tuberculosis Detection Using Chest Radiography. ACIIDS (2) Thi Kieu Khanh Ho, Jeonghwan Gwak, Om Prakash, Jong-In Song, Chang Min Park
2018	—	`conf`	A Multiresolution Approach for Content-Based Image Retrieval Using Wavelet Transform of Local Binary Pattern. ACIIDS (2) Manish Khare, Prashant K. Srivastava, Jeonghwan Gwak, Ashish Khare
2018	J	`jnl`	Configuration of a min-cost flow network for data association in multi-object tracking. Int. J. Comput. Vis. Robotics Chanuk Lim, Jeonghwan Gwak, Moongu Jeon
2017	—	`conf`	Complex wavelet transform-based approach for human action recognition in video. ICCAIS Manish Khare, Jeonghwan Gwak, Moongu Jeon
2017	J	`jnl`	Conditional Random Field (CRF)-Boosting: Constructing a Robust Online Hybrid Boosting Multiple Object Tracker Facilitated by CRF Learning. Sensors Ehwa Yang, Jeonghwan Gwak, Moongu Jeon
2017	J	`jnl`	Multi-human tracking using part-based appearance modelling and grouping-based tracklet association for visual surveillance applications. Multim. Tools Appl. Ehwa Yang, Jeonghwan Gwak, Moongu Jeon
2017	J	`jnl`	Multi-object tracking through learning relational appearance features and motion patterns. Comput. Vis. Image Underst. Jeonghwan Gwak
2017	J	`jnl`	Viewpoint Invariant Person Re-Identification for Global Multi-Object Tracking with Non-Overlapping Cameras. KSII Trans. Internet Inf. Syst. Jeonghwan Gwak, Geunpyo Park, Moongu Jeon
2016	—	`conf`	Abnormal Event Detection using Scene Partitioning by Regional Activity Pattern Analysis. VISIGRAPP (3: VISAPP) Jongmin Yu, Jeonghwan Gwak, SeongJong Noh, Moongu Jeon
2016	J	`jnl`	Bolstering efficient SSGAs based on an ensemble of probabilistic variable-wise crossover strategies. Soft Comput. Jeonghwan Gwak, Moongu Jeon, Witold Pedrycz
2016	—	`conf`	Computational and Comparative Study on Multiple Kernel Learning Approaches for the Classification Problem of Alzheimer's Disease. ICTCC Ahlam Mallak, Jeonghwan Gwak, Jong-In Song, Sang-Woong Lee
2016	—	`conf`	Conditional marked point process-based crowd counting in sparsely and moderately crowded scenes. ICCAIS Yongsang Yoon, Jeonghwan Gwak, Jong-In Song, Moongu Jeon
2016	—	`conf`	Feature flow-based abnormal event detection using a scene-adaptive cuboid determination method. ICCAIS Hae-Rim Shin, Jeonghwan Gwak, Jongmin Yu, Moongu Jeon
2016	—	`conf`	Gaussian-Poisson mixture model for anomaly detection of crowd behaviour. ICCAIS Jongmin Yu, Jeonghwan Gwak, Moongu Jeon
2015	—	`conf`	A systematic framework for real-time online multi-object tracking. ICCAIS Gyeong-Soo Noh, Jeonghwan Gwak, Moongu Jeon
2015	—	`conf`	An incremental learning approach for restricted boltzmann machines. ICCAIS Jongmin Yu, Jeonghwan Gwak, Sejeong Lee, Moongu Jeon
2015	—	`conf`	Object recognition using depth information of a consumer depth camera. ICCAIS Jie Sheng Tham, Yoong Choon Chang, Mohammad Faizal Ahmad Fauzi, Jeonghwan Gwak
2014	—	`conf`	An efficient object detection algorithm for large-size images based on a hierarchical semantic grouping approach. ICCAIS Hyunguk Choi, Jeonghwan Gwak, Hyeonseung Song, Hong-Gyoo Sohn
2014	—	`conf`	An improved kernel-induced possibilistic fuzzy c-means clustering algorithm based on dispersion control. ICCAIS Jeonghwan Gwak, Moongu Jeon
2014	J	`jnl`	Novel dynamic diversity controlling EAs for coevolving optimal negotiation strategies. Inf. Sci. Jeonghwan Gwak, Kwang Mong Sim, Moongu Jeon
2013	J	`jnl`	A novel method for coevolving PS-optimizing negotiation strategies using improved diversity controlling EDAs. Appl. Intell. Jeonghwan Gwak, Kwang Mong Sim
2013	—	`conf`	A robust real-coded genetic algorithm using an ensemble of crossover operators. GECCO (Companion) Jeonghwan Gwak, Moongu Jeon
2013	J	`jnl`	An augmented EDA with dynamic diversity control and local neighborhood search for coevolution of optimal negotiation strategies. Appl. Intell. Jeonghwan Gwak, Kwang Mong Sim
2010	—	`conf`	Novel dynamic diversity controlling EDA and its application to automated bilateral negotiation. BIC-TA Jeonghwan Gwak, Kwang Mong Sim