Hee-Cheol Kim - RankMe

93 papers C 6Misc 1Journal 21Unranked 65

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Transformer-Driven Semi-Supervised Learning for Prostate Cancer Histopathology: A DINOv2-TransUNet Framework. Mach. Learn. Knowl. Extr. Rubina Akter Rabeya, Jeong-Wook Seo, Nam Hoon Cho, Hee-Cheol Kim, Heung-Kook Choi
2025	—	`conf`	A Deep Learning Approach for Automated Plant Disease Detection Using Dot Product Attention in Convolutional Neural Networks. ICECET Salma Akter, Rashadul Islam Sumon, Abdul Rehman Khalid, Shifat Shima Akter, Hee-Cheol Kim
2025	—	`conf`	A Human Pose Estimation and Deep Learning Approach for Fall Detection in Healthcare Applications. ICECET Ziaullah Khan, Amir Khan, Moon-Il Joo, Hee-Cheol Kim
2025	J	`jnl`	A Novel Approach to Cognitive Load Measurement in N-Back Tasks Using Wearable Sensors, Empirical Mode Decomposition With Machine Learning, and Explainable AI for Feature Importance. IEEE Access Aakanksha Dayal, Ziaullah Khan, Kiramat Ullah, Hee-Cheol Kim
2025	J	`jnl`	A Semantic Evaluation Framework for Medical Report Generation Using Large Language Models. Comput. Mater. Continua Haider Ali, Rashadul Islam Sumon, Abdul Rehman Khalid, Kounen Fathima, Hee-Cheol Kim
2025	J	`jnl`	A Structural Analysis of AI Implementation Challenges in Healthcare. Algorithms Q. Angelina, Khadija Begum, Hee-Cheol Kim, Sushanta Tripathy, Deepak Singhal, Saranjit Singh
2025	—	`conf`	Advancing Satellite Image Analysis: A Comprehensive Review of Domain Adaptation Strategies, Challenges, and Future Directions. ICECET Muhammad Yaseen, Ziaullah Khan, Hee-Cheol Kim
2025	J	`jnl`	An Attention-Enhanced 3D-CNN Framework for Spectrogram-Based EEG Analysis in Epilepsy Detection. IEEE Access Ziaullah Khan, Aakanksha Dayal, Hee-Cheol Kim
2025	—	`conf`	Attention-Driven Self-Supervised Deep Learning for Ovarian Cancer Prediction and Classification Using Whole Slide. ICECET Md Ariful Islam Mozumder, Rashadul Islam Sumon, Ziaullah Khan, Hee-Cheol Kim
2025	—	`conf`	Data-Driven Automation in Welding: Leveraging Advanced Machine Learning for Quality and Efficiency. ICACT Muhammad Omair Khan, Md Ariful Islam Mozumder, Ibad Ullah Azam, Shifat Shima Akter, Moon-Il Joo, Hee-Cheol Kim
2025	J	`jnl`	Enhancing Nuclei Segmentation in Histopathology Images via Quantitative to Qualitative Transitions in Supervised and Weakly Supervised Deep-Learning Approaches. IEEE Access Ijaz Muhammad Umer, Haider Ali, Moon-Il Joo, Hee-Cheol Kim
2025	—	`conf`	Ensemble Methods for Satellite Image Classification: Optimizing Vision Transformers and CNN Models in Remote Sensing. ICECET Rashadul Islam Sumon, Md Ariful Islam Mozumder, Yuldashev Asilbek Oybek Ugli, Hee-Cheol Kim
2025	—	`conf`	Foundation Models: From Current Developments, Challenges, and Risks to Future Opportunities. ICACT Ali Hussain, Sikandar Ali, Umm E. Farwa, Md Ariful Islam Mozumder, Hee-Cheol Kim
2025	J	`jnl`	Innovations and Challenges of AI in Film: A Methodological Framework for Future Exploration. ACM Trans. Multim. Comput. Commun. Appl. Shah Muhammad Imtiyaj Uddin, Rashedul Islam Sumon, Md Ariful Islam Mozumder, Md Kamran Hussin Chowdhury, Tagne Poupi Theodore Armand, Hee-Cheol Kim
2025	—	`conf`	Innovative Deep Learning Strategies for Early Detection of Brain Tumours in MRI Scans with a Modified ResNet50V2 Approach. ICACT Rashadul Islam Sumon, Md Ariful Islam Mozumder, Salma Akter, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim
2025	—	`conf`	Integration of advanced Artificial Intelligence in Supply Chain Management, its Challenges and Opportunities. ICACT Shifat Shima Akter, Muhammad Omair Khan, Kiramat Ullah, Md Ariful Islam Mozumder, Yongsun Choi, Hee-Cheol Kim
2025	J	`jnl`	IoMT and Blockchain Synergy: A Novel Approach to Health Data Validation and Storage. IEEE Access Abbas Syed Muhammad Ali, Sikandar Ali, Ziaullah Khan, Moon-Il Joo, Hee-Cheol Kim
2025	Misc	`conf`	MedAttnNet: A Novel Architecture for Precise Brain Cancer Classification. DICTA Proloy Kumar Mondal, Chayan Mondal, Md Ariful Islam Mozumder, Duc-Son Pham, Hee-Cheol Kim
2025	—	`conf`	Prediction of early diabetes using an XGBoost classifier and explaining the influence of the attributes on the metaheuristic algorithm. ICECET Proloy Kumar Mondal, Md Ariful Islam Mozumder, Rashadul Islam Sumon, Hee-Cheol Kim
2025	J	`jnl`	STDP-Driven Automated Retinal Circuit With 7-nm FinFET for Motion and Looming Detection: A Hybrid Model With Image Analysis. IEEE Access Rubina Akter Rabeya, Md Turiqul Islam, Shah Muhammad Imtiyaj Uddin, Alaaddin Al-Shidaifat, Hanjung Song, Heung-Kook Choi, Hee-Cheol Kim
2025	—	`conf`	Self-Supervised Pathology Foundation Models based Feature Encoder and Multiple Instance Learning for Breast and Skin Cancer Diagnosis. ICECET Umm E. Farwa, Sikandar Ali, Hee-Cheol Kim
2025	—	`conf`	Skin Cancer Detection using Transfer Learning Models and Ensemble Approach to Enhanced Diagnostic Accuracy. ICACT Khan, Hee-Cheol Kim, Md Ariful Islam Mozumder, Rashadul Islam Sumon, Tagne Poupi Theodore Armand, Mohammad Omair
2025	—	`conf`	Towards Multiple Instance Learning in Computational Pathology: Methodologies, Applications, Challenges, Recent Trends and Future Directions. ICECET Sikandar Ali, Ali Hussain, Hee-Cheol Kim
2024	—	`conf`	AI-Based Logistics System Overview and a Workflow for Digital Freight Forwarding in Logistics. ICACT Md Ariful Islam Mozumder, Rashedul Islam Sumon, Ziaullah Khan, Shah Muhammad Imtiyaj Uddin, Muhammad Omair Khan, Hee-Cheol Kim
2024	—	`conf`	Classifying Gastric Cancer Carcinoma Stages with Deep Semantic Features and GLCM Texture Features. ICACT Sikandar Ali, Samman Fatima, Ali Hussain, Maisam Ali, Muhammad Yaseen, Tagne Poupi Theodore Armand, Hee-Cheol Kim
2024	—	`conf`	Deep Learning Based Cervical Spine Bones Detection: A Case Study Using YOLO. ICACT Muhammad Yaseen, Maisam Ali, Sikander Ali, Ali Hussain, Ali Athar, Hee-Cheol Kim
2024	—	`conf`	Domesticated Cat Activity Detection Using Deep Learning Technique. ICECET Md Ariful Islam Mozumder, Rashadul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim
2024	—	`conf`	Enhanced Experiences: Benefits of AI-Powered Recommendation Systems. ICACT Kouayep Sonia Carole, Tagne Poupi Theodore Armand, Hee-Cheol Kim
2024	—	`conf`	Exploring Deep Learning and Machine Learning Techniques for Histopathological Image Classification in Lung Cancer Diagnosis. ICECET Rashadul Islam Sumon, Md Ariful Islam Mozumdar, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim
2024	—	`conf`	Integrating Federated Machine Learning in Blockchain Crowdfunding Ecosystem for Increased Security and Transparency. M2VIP Md Kamran Hussin Chowdhury, Shah Muhammad Imtiyaj Uddin, Moon-Il Joo, Hee-Cheol Kim
2024	—	`conf`	Leveraging Deep Learning for Automated Analysis of Colorectal Cancer Histology Images to Elevate Diagnosis Precision. ICACT Shah Muhammad Imtiyaj Uddin, Md Ariful Isalm Mojumder, Rashedul Islam Sumon, Joo Mon-il, Hee-Cheol Kim
2024	—	`conf`	Machine Learning Based Techniques for the Prediction of Axillary Lymph Node Metastases in Early Breast Cancer. ICACT Maisam Ali, Muhammad Yaseen, Sikandar Ali, Hee-Cheol Kim
2024	—	`conf`	Multi-Class Document Classification using LayoutLMv1 and V2. ICACT Kounen Fathima, Ali Athar, Hee-Cheol Kim
2024	—	`conf`	Multiple Instance Learning: State-of-the-Art in Cancer Analysis, Applications & Future Potential. ICECET Md Ariful Islam Mozumder, Rashadul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Tagne Poupi Theodore Armand, Hee-Cheol Kim
2024	—	`conf`	Optimizing longevity: Integrating Smart Nutrition and Digital Technologies for Personalized Anti-aging Healthcare. ICAIIC Tagne Poupi Theodore Armand, Opeyemi Deji-Oloruntoba, Subrata Bhattacharjee, Kintoh Allen Nfor, Hee-Cheol Kim
2024	—	`conf`	Overview of the Potentials of Multiple Instance Learning in Cancer Diagnosis: Applications, Challenges, and Future Directions. ICACT Tagne Poupi Theodore Armand, Subrata Bhattacharjee, Hee-Cheol Kim
2024	—	`conf`	The Benefits of Integrating AI, IoT, and Blockchain in Healthcare Supply Chain Management: A Multi-Dimensional Analysis with Case Study. ICACT Tagne Poupi Theodore Armand, Kouayep Sonia Carole, Subrata Bhattacharjee, Md Ariful Islam Mozumder, Austin Oguejiofor Amaechi, Hee-Cheol Kim
2024	—	`conf`	Transformers Effectiveness in Medical Image Segmentation: A Comparative Analysis of UNet-Based Architectures. ICAIIC Tagne Poupi Theodore Armand, Subrata Bhattacharjee, Heung-Kook Choi, Hee-Cheol Kim
2024	—	`conf`	Vision Transformer-based Model for Gastric Cancer Detection and Classification using Weakly Annotated Histopathological Images. ICACT Tagne Poupi Theodore Armand, Subrata Bhattacharjee, Hyun-Joong Kim, Ali Hussain, Sikandar Ali, Heung-Kook Choi, Hee-Cheol Kim
2023	—	`conf`	Anxiety and Depression Detection and Rehabilitation in the Metaverse: A BERT-Based Recommendation System. iMETA Ali Athar, Md Ariful Islam Mozumder, Kounen Fathima, Ali Hussain, Sikandar Ali, Hee-Cheol Kim
2023	—	`conf`	Applications and Possible Challenges of Healthcare Metaverse. ICACT Ali Athar, Shah Mahsoom Ali, Md Ariful Islam Mozumder, Sikandar Ali, Hee-Cheol Kim
2023	—	`conf`	Blockchain System for Trustless Healthcare Data Sharing with Hyperledger Fabric in Action. ICACT Muhammad Mohsan Sheeraz, Md Ariful Islam Mozumder, Muhammad Omair Khan, Muhammad Usama Abid, Moon-Il Joo, Hee-Cheol Kim
2023	—	`conf`	Enhanced Nuclei Segmentation in Histopathology Image Leveraging RGB Channels through Triple-Encoder and Single-Decoder Architectures. UEMCON Rashadul Islam Sumon, Md Ariful Islam Mozumder, Shah Muhammad Imtiyaj Uddin, Moon-Il Joo, Hee-Cheol Kim
2023	—	`conf`	Enhancing Patient's Confidence and Trust in Remote Monitoring Systems Using Natural Language Processing in the Medical Metaverse. iMETA Tagne Poupi Theodore Armand, Md Ariful Islam Mozumder, Kouayep Sonia Carole, Moon-Il Joo, Hee-Cheol Kim
2023	—	`conf`	Medical Education, Training and Treatment Using XR in Healthcare. ICACT Shah Mahsoom Ali, Satyabrata Aich, Ali Athar, Hee-Cheol Kim
2023	J	`jnl`	Metaverse in Healthcare Integrated with Explainable AI and Blockchain: Enabling Immersiveness, Ensuring Trust, and Providing Patient Data Security. Sensors Sikandar Ali, Abdullah, Tagne Poupi Theodore Armand, Ali Athar, Ali Hussain, Maisam Ali, Muhammad Yaseen, Moon-Il Joo, Hee-Cheol Kim
2023	—	`conf`	The Metaverse for Intelligent Healthcare using XAI, Blockchain, and Immersive Technology. MetaCom Md Ariful Islam Mozumder, Tagne Poupi Theodore Armand, Rashedul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Ali Athar, Hee-Cheol Kim
2023	—	`conf`	The metaverse applications for the finance industry, its challenges, and an approach for the metaverse finance industry. ICACT Md Ariful Islam Mozumder, Tagne Poupi Theodore Armand, Ali Athar, Hee-Cheol Kim
2022	—	`conf`	A Transfer Learning Approach for Identification of Distracted Driving. ICACT Ikromjanov Kobiljon Komil Ugli, Ali Hussain, Beom Su Kim, Satyabrata Aich, Hee-Cheol Kim
2022	J	`jnl`	Activity Detection for the Wellbeing of Dogs Using Wearable Sensors Based on Deep Learning. IEEE Access Ali Hussain, Sikandar Ali, Abdullah, Hee-Cheol Kim
2022	—	`conf`	An Explainable Computer Vision in Histopathology: Techniques for Interpreting Black Box Model. ICAIIC Subrata Bhattacharjee, Yeong-Byn Hwang, Kobiljon Ikromjanov, Rashadul Islam Sumon, Hee-Cheol Kim, Heung-Kook Choi
2022	C	`conf`	Cluster Analysis: Unsupervised Classification for Identifying Benign and Malignant Tumors on Whole Slide Image of Prostate Cancer. IPAS Subrata Bhattacharjee, Yeong-Byn Hwang, Rashadul Islam Sumon, Hafizur Rahman, Dong-Woo Hyeon, Damin Moon, Kouayep Sonia Carole, Hee-Cheol Kim, Heung-Kook Choi
2022	J	`jnl`	Detection of COVID-19 in X-ray Images Using Densely Connected Squeeze Convolutional Neural Network (DCSCNN): Focusing on Interpretability and Explainability of the Black Box Model. Sensors Sikandar Ali, Ali Hussain, Subrata Bhattacharjee, Ali Athar, Abdullah, Hee-Cheol Kim
2022	—	`conf`	Detection of Different stages of COPD Patients Using Machine Learning Techniques. ICACT Ali Hussain, Ikromjanov Kobiljon Komil Ugli, Beom Su Kim, Minji Kim, Harin Ryu, Satyabrata Aich, Hee-Cheol Kim
2022	J	`jnl`	Enhanced Resource Allocation in D2D Communications With NOMA and Unlicensed Spectrum. IEEE Syst. J. Mai Le, Quoc-Viet Pham, Hee-Cheol Kim, Won-Joo Hwang
2022	—	`conf`	Overview: Technology Roadmap of the Future Trend of Metaverse based on IoT, Blockchain, AI Technique, and Medical Domain Metaverse Activity. ICACT Md Ariful Islam Mozumder, Muhammad Mohsan Sheeraz, Ali Athar, Satyabrata Aich, Hee-Cheol Kim
2022	—	`conf`	Protecting Personal Healthcare Record Using Blockchain & Federated Learning Technologies. ICACT Satyabrata Aich, Nday Kabulo Sinai, Saurabh Kumar, Mohammed Ali, Yu Ran Choi, Moon-Il Joo, Hee-Cheol Kim
2022	—	`conf`	Whole Slide Image Analysis and Detection of Prostate Cancer using Vision Transformers. ICAIIC Kobiljon Ikromjanov, Subrata Bhattacharjee, Yeong-Byn Hwang, Rashadul Islam Sumon, Hee-Cheol Kim, Heung-Kook Choi
2021	J	`jnl`	A Novel Sleep Scoring Algorithm-Based Framework and Sleep Pattern Analysis Using Machine Learning Techniques. Int. J. Syst. Dyn. Appl. Sabyasachi Chakraborty, Satyabrata Aich, Hee-Cheol Kim
2021	—	`conf`	A Transfer Learning Approach for Identification of Distracted Driving. ICACT Ikromjanov Kobiljon Komil Ugli, Ali Hussain, Beom Su Kim, Satyabrata Aich, Hee-Cheol Kim
2021	—	`conf`	Detection of Different stages of COPD Patients Using Machine Learning Techniques. ICACT Ali Hussain, Ikromjanov Kobiljon Komil Ugli, Beom Su Kim, Minji Kim, Harin Ryu, Satyabrata Aich, Hee-Cheol Kim
2021	—	`conf`	Protecting Personal Healthcare Record Using Blockchain & Federated Learning Technologies. ICACT Satyabrata Aich, Nday Kabulo Sinai, Saurabh Kumar, Mohammed Ali, Yu Ran Choi, Moon-Il Joo, Hee-Cheol Kim
2021	—	`conf`	Sentimental Analysis of Movie Reviews using Soft Voting Ensemble-based Machine Learning. SNAMS Ali Athar, Sikandar Ali, Muhammad Mohsan Sheeraz, Subrata Bhattacharjee, Hee-Cheol Kim
2021	J	`jnl`	UAV-Enabled Wireless Backhaul Networks Using Non-Orthogonal Multiple Access. IEEE Access Nadia Iradukunda, Quoc-Viet Pham, Ming Zeng, Hee-Cheol Kim, Won-Joo Hwang
2020	—	`conf`	Detection of cancerous tissue in histopathological images using Dual-Channel Residual Convolutional Neural Networks (DCRCNN). ICACT Sabyasachi Chakraborty, Satyabrata Aich, Avinash Kumar, Sobhangi Sarkar, Jong-Seong Sim, Hee-Cheol Kim
2020	—	`conf`	Optimization of Healthcare Network for improved service delivery. ICACT Aseer Ahmad Ansari, Sabyasachi Chakraborty, Satyabrata Aich, Beom Su Kim, Hee-Cheol Kim
2020	—	`conf`	Parkinson's Disease Detection from Spiral and Wave Drawings using Convolutional Neural Networks: A Multistage Classifier Approach. ICACT Sabyasachi Chakraborty, Satyabrata Aich, Jong-Seong Sim, Eunyoung Han, Jinse Park, Hee-Cheol Kim
2019	—	`conf`	A Blockchain based Credit Analysis Framework for Efficient Financial Systems. ICACT Sabyasachi Chakraborty, Satyabrata Aich, Jong-Seong Sim, Hee-Cheol Kim
2019	—	`conf`	A Review on Benefits of IoT Integrated Blockchain based Supply Chain Management Implementations across Different Sectors with Case Study. ICACT Satyabrata Aich, Sabyasachi Chakraborty, Mangal Sain, Hyein Lee, Hee-Cheol Kim
2019	—	`conf`	A Secure Healthcare System Design Framework using Blockchain Technology. ICACT Sabyasachi Chakraborty, Satyabrata Aich, Hee-Cheol Kim
2019	—	`conf`	A Supervised Machine Learning Approach using Different Feature Selection Techniques on Voice Datasets for Prediction of Parkinson's Disease. ICACT Satyabrata Aich, Hee-Cheol Kim, Kim Younga, Kueh Lee Hui, Ahmed Abdulhakim Al-Absi, Mangal Sain
2019	J	`jnl`	Health and Wellness Monitoring Using Intelligent Sensing Technique. J. Inf. Process. Syst. Yao Meng, Sang-Hoon Yi, Hee-Cheol Kim
2018	C	`conf`	3GPP LTE Downlink Channel Estimation in High-Mobility Environment Using Modified Extended Kalman Filter. TENCON Jitender Kapil, Ghanshyamkumar Sah, Satyabrata Aich, Hee-Cheol Kim, Pyari Mohan Pradhan
2018	C	`conf`	A Novel Ramp-based Pulse Shaping Filter for Reducing Out of Band Emission in 5G GFDM System. TENCON Mayank Mishra, Satyabrata Aich, Hee-Cheol Kim, Pyari Mohan Pradhan
2018	J	`jnl`	A Validation Study of Freezing of Gait (FoG) Detection and Machine-Learning-Based FoG Prediction Using Estimated Gait Characteristics with a Wearable Accelerometer. Sensors Satyabrata Aich, Pyari Mohan Pradhan, Jinse Park, Nitin Sethi, Vemula Sai Sri Vathsa, Hee-Cheol Kim
2018	J	`jnl`	Text Categorization with Improved Deep Learning Methods. J. Inform. and Commun. Convergence Engineering Xingfeng Wang, Hee-Cheol Kim
2017	J	`jnl`	New Feature Selection Method for Text Categorization. J. Inform. and Commun. Convergence Engineering Xingfeng Wang, Hee-Cheol Kim
2015	J	`jnl`	An Efficient Approach to Generating Location-Sensitive Recommendations in Ad-hoc Social Network Environments. IEEE Trans. Serv. Comput. Fei Hao, Shuai Li, Geyong Min, Hee-Cheol Kim, Stephen S. Yau, Laurence T. Yang
2013	C	`conf`	Medicine Rating Prediction and Recommendation in Mobile Social Networks. GPC Shuai Li, Fei Hao, Mei Li, Hee-Cheol Kim
2013	C	`conf`	Towards design of technologies persuading more physical activity. Healthcom Yao Meng, Hee-Cheol Kim
2012	J	`jnl`	A healthcare system as a service in the context of vital signs: Proposing a framework for realizing a model. Comput. Math. Appl. Tae-Woong Kim, Hee-Cheol Kim
2012	—	`conf`	An Experimental Study to Explore Usability Problems of Interactive Voice Response Systems. ACIIDS (3) Hee-Cheol Kim
2011	—	`conf`	A Review of Accelerometer-Based Physical Activity Measurement. ICITCS Yao Meng, Hee-Cheol Kim
2011	—	`conf`	Inherent Usability Problems in Interactive Voice Response Systems. HCI (4) Hee-Cheol Kim, Deyun Liu, Ho-Won Kim
2011	—	`conf`	Smart Clothes Are New Interactive Devices. HCI (23) Gi-Soo Chung, Hee-Cheol Kim
2011	—	`conf`	Time: A Premise of Virtual Life. HCI (22) Hee-Cheol Kim
2008	—	`conf`	A Holistic Understanding of HCI Perspectives on Smart Home. NCM (2) Tsogzolmaa Saizmaa, Hee-Cheol Kim
2008	—	`conf`	Weaknesses of Voice Interaction. NCM (2) Hee-Cheol Kim
2007	—	`conf`	Aspiring for a Virtual Life. HCI (2) Hee-Cheol Kim
2006	C	`conf`	Awareness and Privacy in Groupware Systems. CSCWD Min Kyung Kim, Hee-Cheol Kim
2006	—	`conf`	How to Build Awareness-Supported Systems Without Sacrificing Privacy. CSCWD (Selected Papers) Min-Kyung Kim, Hee-Cheol Kim
2002	—	`conf`	Collaboration between Writer and Reviewer through Change Representation Tools. HICSS Hee-Cheol Kim, Kerstin Severinson Eklundh
2002	—	`conf`	From Comments to Dialogues: A Study of Asynchronous Dialogue Processes as Part of Collaborative Reviewing on the Web. HICSS Hee-Cheol Kim