Md Ariful Islam Mozumder

26 papers Misc 1Journal 4Unranked 21

Year	Rank	Type	Title / Venue / Authors
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`	ETRC-net: Efficient transformer for grading renal cell carcinoma in histopathological images. Comput. Electr. Eng. Mohsin Raza, Umm E. Farwa, Md Ariful Islam Mozumder, Joo Mon-il, Hee-Cheol (Ezra) 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	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	—	`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
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	J	`jnl`	BFLIDS: Blockchain-Driven Federated Learning for Intrusion Detection in IoMT Networks. Sensors Khadija Begum, Md Ariful Islam Mozumder, Moon-Il Joo, Heecheol Kim
2024	J	`jnl`	Deep learning-based anomaly detection using one-dimensional convolutional neural networks (1D CNN) in machine centers (MCT) and computer numerical control (CNC) machines. PeerJ Comput. Sci. Ali Athar, Md Ariful Islam Mozumder, Abdullah, Sikandar Ali, Heecheol 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`	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`	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
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`	Metaverse in Manufacturing Using Emerging Technologies: An Overview For The Smart Industry 4.0. iMETA Ali Hussain, Ali Athar, Tagne Poupi Theodore Armand, Sikandar Ali, Md Ariful Islam Mozumder, Heecheol 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`	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