Personal information

South Korea, Bangladesh

Biography

Ph.D. research scholar at Inje University South Korea. My research interest is Data Science, Artificial Intelligence in healthcare, Computer Vision, IoT, Metaverse, Blockchain, Expert in Machine learning, and Deep learning.

Activities

Education and qualifications (4)

Inje University: GIMHAE-SI, GYEONGSANGNAM-DO, KR

2022-09-12 to 2026-08-30 | Doctor of Philosophy (Ph.D.) (Digital Anti Aging Healthcare/Artificial Intelligence)
Education
Source: Self-asserted source
Md Ariful Islam Mozumder

Inje University: Gimhae, Gyeongsangnam-do, KR

2020-09-02 to 2022-08-30 | Master's (Digital Anti Aging Healthcare /Computer Science )
Education
Source: Self-asserted source
Md Ariful Islam Mozumder

World University of Bangladesh: Dhaka, Dhaka District, BD

2014-04-01 to 2017-12-30 | Bachelor (Computer Science and Engineering)
Education
Source: Self-asserted source
Md Ariful Islam Mozumder

Shyamoli Ideal Engineering College.: Dhaka, Dhaka, BD

2009-01-01 to 2013-12-30 | Diploma Engineering (Four Year) (Electronics Engineering)
Education
Source: Self-asserted source
Md Ariful Islam Mozumder

Works (20)

A Deep Learning-Based Approach for Precise Emotion Recognition in Domestic Animals Using EfficientNetB5 Architecture

Eng
2025-01-03 | Journal article
Contributors: Rashadul Islam Sumon; Haider Ali; Salma Akter; Shah Muhammad Imtiyaj Uddin; Md Ariful Islam Mozumder; Hee-Cheol Kim
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Crossref
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Preferred source (of 2)‎

Automated Pipeline for Robust Cat Activity Detection Based on Deep Learning and Wearable Sensor Data

Sensors
2024-11-21 | Journal article
Contributors: Md Ariful Islam Mozumder; Tagne Poupi Theodore Armand; Rashadul Islam Sumon; Shah Muhammad Imtiyaj Uddin; Hee-Cheol Kim
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Crossref
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A Deep CNN-Based Salinity and Freshwater Fish Identification and Classification Using Deep Learning and Machine Learning

Sustainability
2024-09-11 | Journal article
Contributors: Wahidur Rahman; Mohammad Motiur Rahman; Md Ariful Islam Mozumder; Rashadul Islam Sumon; Samia Allaoua Chelloug; Rana Othman Alnashwan; Mohammed Saleh Ali Muthanna
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ELIPF: Explicit Learning Framework for Pre-Emptive Forecasting, Early Detection and Curtailment of Idiopathic Pulmonary Fibrosis Disease

BioMedInformatics
2024-08-01 | Journal article
Contributors: Tagne Poupi Theodore Armand; Md Ariful Islam Mozumder; Kouayep Sonia Carole; Opeyemi Deji-Oloruntoba; Hee-Cheol Kim; Simeon Okechukwu Ajakwe
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Crossref
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BFLIDS: Blockchain-Driven Federated Learning for Intrusion Detection in IoMT Networks

Sensors
2024-07-15 | Journal article
Contributors: Khadija Begum; Md Ariful Islam Mozumder; Moon-Il Joo; Hee-Cheol Kim
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Crossref
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Preferred source (of 2)‎

Natural Language Processing Influence on Digital Socialization and Linguistic Interactions in the Integration of the Metaverse in Regular Social Life

Electronics
2024-04-02 | Journal article
Contributors: Rashadul Islam Sumon; Shah Muhammad Imtiyaj Uddin; Salma Akter; Md Ariful Islam Mozumder; Muhammad Omair Khan; Hee-Cheol Kim
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Crossref
grade
Preferred source (of 2)‎

Anxiety and Depression Detection and Rehabilitation in the Metaverse: A BERT-Based Recommendation System

International Conference on Intelligent Metaverse Technologies & Applications, Imeta
2023 | Journal article
Contributors: Athar, Ali; Mozumder, Md Ariful Islam; Fathima, Kounen; Hussain, Ali; Ali, Sikandar; Kim, Hee-Cheol
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Applications and Possible Challenges of Healthcare Metaverse

TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - OPENING NEW ERA OF SMART SOCIETY
2023 | Conference paper
Contributors: Athar, Ali; Ali, Shah Mahsoom; Mozumder, Md Ariful Islam; Ali, Sikandar; Kim, Hee-Cheol
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Blockchain System for Trustless Healthcare Data Sharing with Hyperledger Fabric in Action

TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - OPENING NEW ERA OF SMART SOCIETY
2023 | Conference paper
Contributors: Sheeraz, Muhammad Mohsan; Mozumder, Md Ariful Islam; Khan, Muhammad Omair; Abid, Muhammad Usama; Joo, Moon-Ill; Kim, Hee-Cheol
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Developing a Low-Cost IoT-Based Remote Cardiovascular Patient Monitoring System in Cameroon

Healthcare
2023 | Journal article
Contributors: Armand, Tagne Poupi Theodore; Mozumder, Md Ariful Islam; Ali, Sikandar; Amaechi, Austin Oguejiofor; Kim, Hee-Cheol
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Web of Science Researcher Profile Sync
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Enhancing patient's confidence and trust in remote monitoring systems using Natural Language Processing in the medical Metaverse

International Conference on Intelligent Metaverse Technologies & Applications, Imeta
2023 | Journal article
Contributors: Armand, Tagne Poupi Theodore; Mozumder, Md Ariful Islam; Carole, Kouayep Sonia; Joo, Moon-il; Kim, Hee-Cheol
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Web of Science Researcher Profile Sync

Metaverse for Digital Anti-Aging Healthcare: An Overview of Potential Use Cases Based on Artificial Intelligence, Blockchain, IoT Technologies, Its Challenges, and Future Directions

Applied Sciences
2023 | Journal article
Contributors: Mozumder, Md Ariful Islam; Armand, Tagne Poupi Theodore; Uddin, Shah Muhammad Imtiyaj; Athar, Ali; Sumon, Rashedul Islam; Hussain, Ali; Kim, Hee-Cheol
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Metaverse in Manufacturing Using Emerging Technologies: An Overview For The Smart Industry

International Conference on Intelligent Metaverse Technologies & Applications, Imeta
2023 | Journal article
Contributors: Hussain, Ali; Athar, Ali; Armand, Tagne Poupi Theodore; Ali, Sikandar; Mozumder, Md Ariful Islam; Kim, Hee-Cheol
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Web of Science Researcher Profile Sync

The Metaverse for Intelligent Healthcare using XAI, Blockchain, and Immersive Technology

2023 IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom)
2023-06-27 | Conference paper
Contributors: Md Ariful Islam Mozumder; Tagne Poupi Theodore A.; Rashedul Islam Sumon; Shah Muhammad Imtiyaj Uddin; Ali Athar; Hee-Cheol Kim
Source: Self-asserted source
Md Ariful Islam Mozumder

Technological Roadmap of the Future Trend of Metaverse based on IoT, Blockchain, and AI Techniques in Metaverse Education

ICACT Transactions on Advanced Communications Technology (ICACT-TACT)
2023-02-19 | Journal article
Contributors: Md Ariful Islam Mozumder; Ali Athar; Tagne Poupi Theodore Armand; Muhammad Mohsan Sheeraz; Shah Muhammad Imtiyaj Uddin; Hee-Cheol Kim
Source: Self-asserted source
Md Ariful Islam Mozumder
grade
Preferred source (of 2)‎

The metaverse applications for the finance industry, its challenges, and an approach for the metaverse finance industry

2023 25th International Conference on Advanced Communication Technology (ICACT)
2023-02-19 | Conference paper
Contributors: Md Ariful Islam Mozumder; A. Tagne Poupi Theodore; Ali Athar; Hee-Cheol Kim
Source: Self-asserted source
Md Ariful Islam Mozumder
grade
Preferred source (of 2)‎

An Approach to Detect Phishing Websites with Features Selection Method and Ensemble Learning

International Journal of Advanced Computer Science and Applications (IJACSA)
2022 | Journal article
Contributors: Khatun, Mahmuda; Mozumder, Md Akib Ikbal; Polash, Md. Nazmul Hasan; Hasan, Md Rakib; Ahammad, Khalil; Shaiham, Md Shibly
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Long Short-Term Memory (LSTM)-Based Dog Activity Detection Using Accelerometer and Gyroscope

Applied Sciences
2022 | Journal article
Contributors: Hussain, Ali; Begum, Khadija; Armand, Tagne Poupi Theodore; Mozumder, Md Ariful Islam; Ali, Sikandar; Kim, Hee Cheol; Joo, Moon-Il
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Overview: Technology Roadmap of the Future Trend of Metaverse based on IoT, Blockchain, AI Technique, and Medical Domain Metaverse Activity

TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - OPENING NEW ERA OF SMART SOCIETY
2022 | Conference paper
Contributors: Mozumder, Md Ariful Islam; Sheeraz, Muhammad Mohsan; Athar, Ali; Aich, Satyabrata; Kim, Hee-Cheol
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Web of Science Researcher Profile Sync

Overview: Technology Roadmap of the Future Trend of Metaverse based on IoT, Blockchain, AI Technique, and Medical Domain Metaverse Activity

2022 24th International Conference on Advanced Communication Technology (ICACT)
2022-03-11 | Conference paper
Source: Self-asserted source
Md Ariful Islam Mozumder

Peer review (3 reviews for 2 publications/grants)

Review activity for International journal of human-computer interaction. (2)
Review activity for Psychiatry research. (1)