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Jeonghwan Gwak
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- affiliation: Seoul National University Hospital, Seoul, Korea
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2020 – today
- 2025
- [j51]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:
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges. Medical Image Anal. 99: 103307 (2025) - 2024
- [j50]Naeem Jan
Mathematical analysis of big data analytics under bipolar complex fuzzy soft information. Appl. Soft Comput. 157: 111481 (2024) - [j49]Naeem Jan, Jeonghwan Gwak, Shoukat Hussain, Abdul Nasir:
Mathematical Investigation of Communication and Network Securities Under Interval-Valued Complex Spherical Fuzzy Information. Int. J. Fuzzy Syst. 26(1): 87-104 (2024) - [j48]Naeem Jan, Jeonghwan Gwak, Dragan Pamucar
An integrated complex T-spherical fuzzy set and soft set model for quantum computing and energy resource planning. Inf. Sci. 661: 120101 (2024) - [j47]Zafran Khan, Jeonghwan Gwak, Naima Iltaf, Witold Pedrycz, Moongu Jeon:
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media. J. Big Data 11(1): 12 (2024) - [j46]Saeed Ahmad
Multi-teacher cross-modal distillation with cooperative deep supervision fusion learning for unimodal segmentation. Knowl. Based Syst. 297: 111854 (2024) - [j45]Younghoon Jeon, Jaeyong Kang
Smart Insole-Based Classification of Alzheimer's Disease Using Few-Shot Learning Facilitated by Multi-Scale Metric Learning. IEEE Trans. Consumer Electron. 70(2): 4699-4708 (2024) - 2023
- [j44]Momina Liaqat Ali
CB-HVT Net: A Channel-Boosted Hybrid Vision Transformer Network for Lymphocyte Detection in Histopathological Images. IEEE Access 11: 115740-115750 (2023) - [j43]Xufeng Hu, Younghoon Jeon, Jeonghwan Gwak
FFTransMOT: Feature-Fused Transformer for Enhanced Multi-Object Tracking. IEEE Access 11: 130060-130071 (2023) - [j42]Naeem Jan
Mathematical analysis of generative adversarial networks based on complex picture fuzzy soft information. Appl. Soft Comput. 137: 110088 (2023) - [j41]Zeeshan Ali, Tahir Mahmood
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. 8(1): 177-191 (2023) - [j40]Muhammad Umar Farooq, Zahid Ullah, Asifullah Khan
DC-AAE: Dual channel adversarial autoencoder with multitask learning for KL-grade classification in knee radiographs. Comput. Biol. Medicine 167: 107570 (2023) - [j39]Muhammad Umar Farooq, Zahid Ullah, Jeonghwan Gwak
Residual attention based uncertainty-guided mean teacher model for semi-supervised breast masses segmentation in 2D ultrasonography. Comput. Medical Imaging Graph. 104: 102173 (2023) - [j38]Zahid Ullah
MTSS-AAE: Multi-task semi-supervised adversarial autoencoding for COVID-19 detection based on chest X-ray images. Expert Syst. Appl. 216: 119475 (2023) - [j37]Jeonghwan Gwak, Harish Garg
Investigation of Robotics Technology Based on Bipolar Complex Intuitionistic Fuzzy Soft Relation. Int. J. Fuzzy Syst. 25(5): 1834-1852 (2023) - [j36]Naeem Jan
A robust hybrid decision making model for Human-Computer interaction in the environment of Bipolar complex picture fuzzy soft Sets. Inf. Sci. 645: 119163 (2023) - [j35]Naeem Jan, Jeonghwan Gwak, Dragan Pamucar
Hybrid integrated decision-making model for operating system based on complex intuitionistic fuzzy and soft information. Inf. Sci. 651: 119592 (2023) - [j34]Naeem Jan
Analysis of Networks and Digital Systems by Using the Novel Technique Based on Complex Fuzzy Soft Information. IEEE Trans. Consumer Electron. 69(2): 183-193 (2023) - [i4]Muhammad Umar Farooq, Zahid Ullah, Jeonghwan Gwak:
Ensemble CNNs for Breast Tumor Classification. CoRR abs/2304.13727 (2023) - [i3]Momina Liaqat Ali, Zunaira Rauf, Asifullah Khan, Anabia Sohail, Rafi Ullah Khalil, Jeonghwan Gwak:
CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological images. CoRR abs/2305.09211 (2023) - [i2]Debesh Jha, Vanshali Sharma
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges. CoRR abs/2307.16262 (2023) - [i1]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
A Recent Survey of Vision Transformers for Medical Image Segmentation. CoRR abs/2312.00634 (2023) - 2022
- [j33]Suleman Qamar
Autonomous Drone Swarm Navigation and Multitarget Tracking With Island Policy-Based Optimization Framework. IEEE Access 10: 91073-91091 (2022) - [j32]Muhammad Arif Arshad, Saddam Hussain Khan, Suleman Qamar
Drone Navigation Using Region and Edge Exploitation-Based Deep CNN. IEEE Access 10: 95441-95450 (2022) - [j31]Hoyeon Ahn, Yoojin Hong
Tiny Asymmetric Feature Normalized Network for Person Re-Identification System. IEEE Access 10: 131318-131330 (2022) - [j30]Naeem Jan
Investigation of Blockchain Technology by Using the Innovative Concepts of Complex Pythagorean Fuzzy Soft Information. Complex. 2022: 2274684:1-2274684:18 (2022) - [j29]Jinhee Park
Individualized diagnosis of preclinical Alzheimer's Disease using deep neural networks. Expert Syst. Appl. 210: 118511 (2022) - [j28]Naeem Jan
A Predictive Analysis of Key Factors Defining the Successful International Trades in the Environment of Complex Cubic Fuzzy Information. Int. J. Fuzzy Syst. 24(6): 2673-2686 (2022) - [j27]Hyunsu Jeong, Hyunwook Kim, Jiwon Yoon, Kyungsup Go, Jeonghwan Gwak
OVASO: Integrated binary CNN models to classify COVID-19, pneumonia and healthy lung in X-ray images. Int. J. Imaging Syst. Technol. 32(4): 1035-1048 (2022) - [j26]Jongmin Yu, Jung-Gyun Kim, Jeonghwan Gwak, Byung-Geun Lee, Moongu Jeon:
Abnormal event detection using adversarial predictive coding for motion and appearance. Inf. Sci. 586: 59-73 (2022) - [j25]Zahid Ullah
Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation. Inf. Sci. 608: 1541-1556 (2022) - [j24]Jaeyong Kang
Ensemble of multi-task deep convolutional neural networks using transfer learning for fruit freshness classification. Multim. Tools Appl. 81(16): 22355-22377 (2022) - 2021
- [j23]Junaid Khan
An Improved Alpha Beta Filter Using a Deep Extreme Learning Machine. IEEE Access 9: 61548-61564 (2021) - [j22]Abdul Nasir
Investigation of Financial Track Records by Using Some Novel Concepts of Complex q-Rung Orthopair Fuzzy Information. IEEE Access 9: 152857-152877 (2021) - [j21]Muhammad Fayaz, Jawad Haider
An Effective Classification Methodology for Brain MRI Classification Based on Statistical Features, DWT and Blended ANN. IEEE Access 9: 159146-159159 (2021) - [j20]Jaeyong Kang
MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers. Sensors 21(6): 2222 (2021) - [j19]Muhammad Fayaz, Nurlan Torokeldiev, Samat Turdumamatov
An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network. Sensors 21(22): 7480 (2021) - 2020
- [j18]Kwangjin Yoon
OneShotDA: Online Multi-Object Tracker With One-Shot-Learning-Based Data Association. IEEE Access 8: 38060-38072 (2020) - [j17]Jaeyong Kang
Corrections to "Ensemble of Instance Segmentation Models for Polyp Segmentation in Colonoscopy Images". IEEE Access 8: 100010-100012 (2020) - [j16]Thi Kieu Khanh Ho
Utilizing Knowledge Distillation in Deep Learning for Classification of Chest X-Ray Abnormalities. IEEE Access 8: 160749-160761 (2020) - [j15]Junho Ahn, Thi Kieu Khanh Ho, Jaeyong Kang, Jeonghwan Gwak:
Using Artificial Intelligence Methods for Dental Image Analysis: State-of-the-Art Reviews. J. Medical Imaging Health Informatics 10(11): 2532-2542 (2020) - [c16]Jaeyong Kang, Jeonghwan Gwak:
KD-ResUNet++: Automatic Polyp Segmentation via Self-Knowledge Distillation. MediaEval 2020
2010 – 2019
- 2019
- [j14]Thi Kieu Khanh Ho, Jeonghwan Gwak
Discrimination of Mental Workload Levels From Multi-Channel fNIRS Using Deep Leaning-Based Approaches. IEEE Access 7: 24392-24403 (2019) - [j13]Jaeyong Kang, Jeonghwan Gwak
Ensemble of Instance Segmentation Models for Polyp Segmentation in Colonoscopy Images. IEEE Access 7: 26440-26447 (2019) - [j12]Thi Kieu Khanh Ho, Jeonghwan Gwak
Toward Deep Learning Approaches for Learning Structure Motifs and Classifying Biological Sequences From RNA A-to-I Editing Events. IEEE Access 7: 127464-127474 (2019) - [j11]Changyon Kim, Jeonghwan Gwak, Daeyoung Shim, Moongu Jeon:
A framework for automatically constructing a dataset for training a vehicle detector. Int. J. Comput. Vis. Robotics 9(2): 192-206 (2019) - [j10]Jeonghwan Gwak, Juho Jung, Ryumduck Oh, Manbok Park, Mukhammad Abdu Kayumbek Rakhimov, Junho Ahn:
A Review of Intelligent Self-Driving Vehicle Software Research. KSII Trans. Internet Inf. Syst. 13(11): 5299-5320 (2019) - [c15]Thi Kieu Khanh Ho, Jeonghwan Gwak, Om Prakash, Jong-In Song, Chang Min Park:
Utilizing Pretrained Deep Learning Models for Automated Pulmonary Tuberculosis Detection Using Chest Radiography. ACIIDS (2) 2019: 395-403 - 2018
- [j9]Chanuk Lim
Configuration of a min-cost flow network for data association in multi-object tracking. Int. J. Comput. Vis. Robotics 8(6): 572-590 (2018) - [c14]Manish Khare, Prashant K. Srivastava
A Multiresolution Approach for Content-Based Image Retrieval Using Wavelet Transform of Local Binary Pattern. ACIIDS (2) 2018: 529-538 - 2017
- [j8]Jeonghwan Gwak
Multi-object tracking through learning relational appearance features and motion patterns. Comput. Vis. Image Underst. 162: 103-115 (2017) - [j7]Jeonghwan Gwak, Geunpyo Park, Moongu Jeon:
Viewpoint Invariant Person Re-Identification for Global Multi-Object Tracking with Non-Overlapping Cameras. KSII Trans. Internet Inf. Syst. 11(4): 2075-2092 (2017) - [j6]Ehwa Yang, Jeonghwan Gwak, Moongu Jeon:
Multi-human tracking using part-based appearance modelling and grouping-based tracklet association for visual surveillance applications. Multim. Tools Appl. 76(5): 6731-6754 (2017) - [j5]Ehwa Yang, Jeonghwan Gwak
Conditional Random Field (CRF)-Boosting: Constructing a Robust Online Hybrid Boosting Multiple Object Tracker Facilitated by CRF Learning. Sensors 17(3): 617 (2017) - [c13]Manish Khare, Jeonghwan Gwak, Moongu Jeon:
Complex wavelet transform-based approach for human action recognition in video. ICCAIS 2017: 157-162 - 2016
- [j4]Jeonghwan Gwak, Moongu Jeon, Witold Pedrycz:
Bolstering efficient SSGAs based on an ensemble of probabilistic variable-wise crossover strategies. Soft Comput. 20(6): 2149-2176 (2016) - [c12]Jongmin Yu, Jeonghwan Gwak, Moongu Jeon:
Gaussian-Poisson mixture model for anomaly detection of crowd behaviour. ICCAIS 2016: 106-111 - [c11]Hae-Rim Shin, Jeonghwan Gwak, Jongmin Yu, Moongu Jeon:
Feature flow-based abnormal event detection using a scene-adaptive cuboid determination method. ICCAIS 2016: 205-209 - [c10]Yongsang Yoon, Jeonghwan Gwak, Jong-In Song, Moongu Jeon:
Conditional marked point process-based crowd counting in sparsely and moderately crowded scenes. ICCAIS 2016: 215-220 - [c9]Ahlam Mallak, Jeonghwan Gwak, Jong-In Song, Sang-Woong Lee:
Computational and Comparative Study on Multiple Kernel Learning Approaches for the Classification Problem of Alzheimer's Disease. ICTCC 2016: 334-341 - [c8]Jongmin Yu, Jeonghwan Gwak, SeongJong Noh, Moongu Jeon:
Abnormal Event Detection using Scene Partitioning by Regional Activity Pattern Analysis. VISIGRAPP (3: VISAPP) 2016: 636-643 - 2015
- [c7]Gyeong-Soo Noh, Jeonghwan Gwak, Moongu Jeon:
A systematic framework for real-time online multi-object tracking. ICCAIS 2015: 57-61 - [c6]Jongmin Yu, Jeonghwan Gwak, Sejeong Lee, Moongu Jeon:
An incremental learning approach for restricted boltzmann machines. ICCAIS 2015: 113-117 - [c5]Jie Sheng Tham, Yoong Choon Chang
Object recognition using depth information of a consumer depth camera. ICCAIS 2015: 203-208 - 2014
- [j3]Jeonghwan Gwak, Kwang Mong Sim
Novel dynamic diversity controlling EAs for coevolving optimal negotiation strategies. Inf. Sci. 273: 1-32 (2014) - [c4]Hyunguk Choi, Jeonghwan Gwak, Hyeonseung Song, Hong-Gyoo Sohn:
An efficient object detection algorithm for large-size images based on a hierarchical semantic grouping approach. ICCAIS 2014: 127-131 - [c3]Jeonghwan Gwak, Moongu Jeon:
An improved kernel-induced possibilistic fuzzy c-means clustering algorithm based on dispersion control. ICCAIS 2014: 170-175 - 2013
- [j2]Jeonghwan Gwak, Kwang Mong Sim
A novel method for coevolving PS-optimizing negotiation strategies using improved diversity controlling EDAs. Appl. Intell. 38(3): 384-417 (2013) - [j1]Jeonghwan Gwak, Kwang Mong Sim
An augmented EDA with dynamic diversity control and local neighborhood search for coevolution of optimal negotiation strategies. Appl. Intell. 38(4): 600-619 (2013) - [c2]Jeonghwan Gwak, Moongu Jeon:
A robust real-coded genetic algorithm using an ensemble of crossover operators. GECCO (Companion) 2013: 1737-1738 - 2010
- [c1]Jeonghwan Gwak, Kwang Mong Sim:
Novel dynamic diversity controlling EDA and its application to automated bilateral negotiation. BIC-TA 2010: 536-544
Coauthor Index
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