Published in Cancers, 2025
Recommended citation: Shawon Chakrabarty Kakon, Zawad Al Sazid, Ismat Ara Begum, Md Abdus Samad, and ASM Sanwar Hosen, "Explainable Deep Ensemble Meta-Learning Framework for Brain Tumor Classification Using MRI Images," Cancers, Vol. 17, No. 17, pp. 2853, 2025.
Published in Journal of the Korean Physical Society, 2025
Recommended citation: Iffat Ara Talin, Md Ziaul Amin, and Md Abdus Samad, "Numerical modeling of gain-switched dysprosium-doped yellow fiber lasers," Journal of the Korean Physical Society, 2025.
Published in Journal of Big Data, 2025
Recommended citation: Proshenjit Sarker, Amel Ksibi, Mona M. Jamjoom, Kwonhue Choi, Abdullah Al Nahid, and Md Abdus Samad, "Breast cancer prediction with feature-selected XGB classifier, optimized by metaheuristic algorithms," Journal of Big Data, Vol. 12, No. 1, pp. 78, 2025.
Published in Computational Economics, 2025
Recommended citation: Natasha Saeed, Imran Shafi, Sidra Pervez, Ernesto Bautista Thompson, Angel Kuc Castilla, Md Abdus Samad, and Imran Ashraf, "Intelligent Decision Making for Commodities Price Prediction: Opportunities, Challenges and Future Avenues," Computational Economics, 2025.
Published in PLOS ONE, 2024
Recommended citation: Izaz Ahmmed Tuhin, Md Rajib Mia, Md Monirul Islam, Imran Mahmud, Henry Fabian Gongora, Carlos Uc Rios, Imran Ashraf, and Md Abdus Samad, "StackIL10: A stacking ensemble model for the improved prediction of IL-10 inducing peptides," PLOS ONE, Vol. 19, No. 11, pp. e0313835, 2024.
Published in ICT Express, 2024
Recommended citation: Asma Ul Hussna, Risul Islam, Md Golam Rabiul Alam, Jia Uddin, Imran Ashraf, and Md Abdus Samad, "A graph mining-based approach to analyze the dynamics of the Twitter community of COVID-19 misinformation disseminators," ICT Express, Vol. 10, No. 6, pp. 1280-1287, 2024.
Published in Scientific Reports, 2024
Recommended citation: Shakib Mahmud Dipto, Md Tanzim Reza, Nadia Tasnim Mim, Amel Ksibi, Shrooq Alsenan, Jia Uddin, and Md Abdus Samad, "An analysis of decipherable red blood cell abnormality detection under federated environment leveraging XAI incorporated deep learning," Scientific Reports, Vol. 14, No. 1, pp. 25664, 2024.
Published in Sensors, 2024
Recommended citation: Nuruzzaman Faruqui, Sandesh Achar, Sandeepkumar Racherla, Vineet Dhanawat, Prathyusha Sripathi, Md Monirul Islam, Jia Uddin, Manal A. Othman, Md Abdus Samad, and Kwonhue Choi, "Cloud IaaS Optimization Using Machine Vision at the IoT Edge and the Grid Sensing Algorithm," Sensors, Vol. 24, No. 21, pp. 6895, 2024.
Published in IEEE Access, 2024
Recommended citation: Khaled Mahmud Sujon, Rohayanti Binti Hassan, Zeba Tusnia Towshi, Manal A. Othman, Md Abdus Samad, and Kwonhue Choi, "When to Use Standardization and Normalization: Empirical Evidence from Machine Learning Models and XAI," IEEE Access, 2024.
Published in IEEE Access, 2024
Recommended citation: Imran Shafi, Mahnoor Chaudhry, Elizabeth Caro Montero, Eduardo Silva Alvarado, Isabel De La Torre Diez, Md Abdus Samad, and Imran Ashraf, "A Review of Approaches for Rapid Data Clustering: Challenges, Opportunities and Future Directions," IEEE Access, 2024.
Published in PLOS ONE, 2024
Recommended citation: Mrinal Kanti Baowaly, Bisnu Chandra Sarkar, Md Abul Ala Walid, Md Martuza Ahamad, Bikash Chandra Singh, Eduardo Silva Alvarado, Imran Ashraf, and Md Abdus Samad, "Deep transfer learning-based bird species classification using mel spectrogram images," PLOS ONE, Vol. 19, No. 8, pp. e0305708, 2024.
Published in Scientific Reports, 2024
Recommended citation: Imran Raza, Muhammad Hasan Jamal, Rizwan Qureshi, Abdul Karim Shahid, Angel Olider Rojas Vistorte, Md Abdus Samad, and Imran Ashraf, "Adaptive neighborhood rough set model for hybrid data processing: a case study on Parkinson's disease behavioral analysis," Scientific Reports, Vol. 14, No. 1, pp. 7635, 2024.
Published in IEEE Access, 2024
Recommended citation: Mobeen Shahroz, Mudasir Ali, Alishba Tahir, Henry Fabian Gongora, Carlos Uc Rios, Md Abdus Samad, and Imran Ashraf, "Hierarchical attention module-based hotspot detection in wafer fabrication using convolutional neural network model," IEEE Access, Vol. 12, pp. 92840-92855, 2024.
Published in Journal of Big Data, 2024
Recommended citation: Md Nuho Ul Alam, Ibrahim Hasnine, Erfanul Hoque Bahadur, Abdul Kadar Muhammad Masum, Mercedes Briones Urbano, Manuel Masias Vergara, Jia Uddin, Imran Ashraf, and Md Abdus Samad, "DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network," Journal of Big Data, Vol. 11, No. 1, pp. 103, 2024.
Published in IEEE Access, 2024
Recommended citation: Momotaz Begum, Mehedi Hasan Shuvo, Mostofa Kamal Nasir, Amran Hossain, Mohammad Jakir Hossain, Imran Ashraf, Jia Uddin, and Md Abdus Samad, "LCNN: lightweight CNN architecture for software defect feature identification using explainable AI," IEEE Access, Vol. 12, pp. 55744-55756, 2024.
Published in BMC Medical Research Methodology, 2024
Recommended citation: Tumpa Rani Shaha, Momotaz Begum, Jia Uddin, Vanessa Yélamos Torres, Josep Alemany Iturriaga, Imran Ashraf, and Md Abdus Samad, "Feature group partitioning: an approach for depression severity prediction with class balancing using machine learning algorithms," BMC Medical Research Methodology, Vol. 24, No. 1, pp. 123, 2024.
Published in AIMS Mathematics, 2024
Recommended citation: Mohammed Abdul Kader, Muhammad Ahsan Ullah, Md Saiful Islam, Fermín Ferriol Sánchez, Md Abdus Samad, and Imran Ashraf, "A real-time air-writing model to recognize Bengali characters," AIMS Mathematics, Vol. 9, No. 3, pp. 6668-6698, 2024.
Published in IEEE Access, 2024
Recommended citation: Md Jiabul Hoque, Md Saiful Islam, Jia Uddin, Md Abdus Samad, Beatriz Sainz De Abajo, Débora Libertad Ramírez Vargas, and Imran Ashraf, "Incorporating meteorological data and pesticide information to forecast crop yields using machine learning," IEEE Access, Vol. 12, pp. 47768-47786, 2024.
Published in IEEE Access, 2024
Recommended citation: Md Tarequl Islam, Wahidur Rahman, Md Shakhawat Hossain, Kaniz Roksana, Irma Domínguez Azpíroz, Raquel Martínez Diaz, Imran Ashraf, and Md Abdus Samad, "Medicinal Plant Classification Using Particle Swarm Optimized Cascaded Network," IEEE Access, Vol. 12, pp. 42465-42478, 2024.
Published in IEEE Access, 2024
Recommended citation: Farhan Md Siraj, Syed Tasnimul Karim Ayon, Md Abdus Samad, Jia Uddin, and Kwonhue Choi, "Few-shot lightweight squeezenet architecture for induction motor fault diagnosis using limited thermal image dataset," IEEE Access, Vol. 12, pp. 50986-50997, 2024.
Published in IEEE Access, 2023
Recommended citation: Aisha Ahmed AlArfaj, Abdulaziz Altamimi, Turki Aljrees, Shakila Basheer, Muhammad Umer, Md Abdus Samad, Shtwai Alsubai, and Imran Ashraf, "Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection," IEEE Access, Vol. 11, pp. 132254-132267, 2023.
Published in Scientific Reports, 2023
Recommended citation: Iffat Ara Talin, Mahmudul Hasan Abid, Md Abdus Samad, Irma Domínguez Azpíroz, Isabel de la Torre Diez, Imran Ashraf, and Abdullah-Al Nahid, "Exploring factors influencing the severity of pregnancy anemia in India: a study using proportional odds model," Scientific Reports, Vol. 13, No. 1, pp. 22816, 2023.
Published in IEEE Access, 2023
Recommended citation: Zakaria Aoujil, Mohamed Hanine, Emmanuel Soriano Flores, Md Abdus Samad, and Imran Ashraf, "Artificial intelligence and behavioral economics: A bibliographic analysis of research field," IEEE Access, Vol. 11, pp. 139367-139394, 2023.
Published in Sensors, 2023
Recommended citation: Muhammad Shoaib Farooq, Muhammad Abdullah, Shamyla Riaz, Atif Alvi, Furqan Rustam, Miguel Angel López Flores, Juan Castanedo Galán, Md Abdus Samad, and Imran Ashraf, "A Survey on the Role of Industrial IoT in Manufacturing for Implementation of Smart Industry," Sensors, Vol. 23, No. 21, pp. 8958, 2023.
Published in IEEE Access, 2023
Recommended citation: Bilal Hassan Ahmed Khattak, Imran Shafi, Abdul Saboor Khan, Emmanuel Soriano Flores, Roberto García Lara, Md Abdus Samad, and Imran Ashraf, "A systematic survey of AI models in financial market forecasting for profitability analysis," IEEE Access, Vol. 11, pp. 125359-125380, 2023.
Published in Diagnostics, 2023
Recommended citation: Turrnum Shahzadi, Muhammad Usman Ali, Fiaz Majeed, Muhammad Usman Sana, Raquel Martínez Diaz, Md Abdus Samad, and Imran Ashraf, "Nerve Root Compression Analysis to Find Lumbar Spine Stenosis on MRI Using CNN," Diagnostics, Vol. 13, No. 18, pp. 2975, 2023.
Published in Sensors, 2023
Recommended citation: Mohammad Mobarak Hossain, Mohammod Abul Kashem, Md Monirul Islam, Md Sahidullah, Sumona Hoque Mumu, Jia Uddin, Daniel Gavilanes Aray, Isabel de la Torre Diez, Imran Ashraf, and Md Abdus Samad, "Internet of Things in Pregnancy Care Co-Ordination and Management: A Systematic Review," Sensors, Vol. 23, No. 23, pp. 9367, 2023.
Published in IEEE Access, 2023
Recommended citation: Momotaz Begum, Mehedi Hasan Shuvo, Imran Ashraf, Abdullah Al Mamun, Jia Uddin, and Md Abdus Samad, "Software defects identification: Results using machine learning and explainable artificial intelligence techniques," IEEE Access, Vol. 11, pp. 132750-132765, 2023.
Published in Bioengineering, 2023
Recommended citation: Prommy Sultana Hossain, Kyungsup Kim, Jia Uddin, Md Abdus Samad, and Kwonhue Choi, "Enhancing Taxonomic Categorization of DNA Sequences with Deep Learning: A Multi-Label Approach," Bioengineering, Vol. 10, No. 11, pp. 1293, 2023.
Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
Recommended citation: Kazi Rakib Hasan, Anamika Biswas Tuli, Md Al-Masrur Khan, Seong-Hoon Kee, Md Abdus Samad, and Abdullah-Al Nahid, "Deep-learning-based semantic segmentation for remote sensing: A bibliometric literature review," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 1390-1418, 2023.
Published in Diagnostics, 2023
Recommended citation: Md Monirul Islam, KM Rafiqul Alam, Jia Uddin, Imran Ashraf, and Md Abdus Samad, "Benign and Malignant Oral Lesion Image Classification Using Fine-Tuned Transfer Learning Techniques," Diagnostics, Vol. 13, No. 21, pp. 3360, 2023.
Published in Journal of Imaging, 2023
Recommended citation: Shakila Rahman, Jahid Hasan Rony, Jia Uddin, and Md Abdus Samad, "Real-Time Obstacle Detection with YOLOv8 in a WSN Using UAV Aerial Photography," Journal of Imaging, Vol. 9, No. 10, pp. 216, 2023.
Published in Diagnostics, 2023
Recommended citation: Md Abul Ala Walid, Swarnali Mollick, Pintu Chandra Shill, Mrinal Kanti Baowaly, Md Rabiul Islam, Md Martuza Ahamad, Manal A. Othman, and Md Abdus Samad, "Adapted Deep Ensemble Learning-Based Voting Classifier for Osteosarcoma Cancer Classification," Diagnostics, Vol. 13, No. 19, pp. 3155, 2023.
Published in Mathematics, 2023
Recommended citation: Farhana Tazmim Pinki, Md Abdul Awal, Khondoker Mirazul Mumenin, Md Shahadat Hossain, Jabed Al Faysal, Rajib Rana, Latifah Almuqren, Amel Ksibi, and Md Abdus Samad, "HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting," Mathematics, Vol. 11, No. 18, pp. 3960, 2023.
Published in IEEE Access, 2023
Recommended citation: Md Shakhawat Hossain, Md Mahmudur Rahman, M Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Md Aulad Hossain, Amel Ksibi, Mona M Jamjoom, Zahid Ullah, and Md Abdus Samad, "DeepPoly: Deep learning-based polyps segmentation and classification for autonomous colonoscopy examination," IEEE Access, Vol. 11, pp. 95889-95902, 2023.
Published in Diagnostics, 2023
Recommended citation: Ummay Umama Gronthy, Uzzal Biswas, Salauddin Tapu, Md Abdus Samad, and Abdullah-Al Nahid, "A Bibliometric Analysis on Arrhythmia Detection and Classification from 2005 to 2022," Diagnostics, Vol. 13, No. 10, pp. 1732, 2023.
Published in IEEE Access, 2023
Recommended citation: Md Abdus Samad, Dong-You Choi, Hyungseop Son, and Kwonhue Choi, "Analysis of centimeter and millimeter-wave path loss at emergency exit," IEEE Access, Vol. 11, pp. 34217-34226, 2023.
Published in IEEE Access, 2023
Recommended citation: Md Abdus Samad, Sung-Woong Choi, Chung-Sup Kim, and Kwonhue Choi, "Wave Propagation Modeling Techniques in Tunnel Environments: A Survey," IEEE Access, 2023.
Published in IEEE Access, 2022
Recommended citation: M.S. Hossain, N. Samad, M.A. Samad, H.M. Shakhawat, J. Karmoker, F. Ahmed, K.F.M.N. Fuad, and K. Choi, "Android Ransomware Detection From Traffic Analysis Using Metaheuristic Feature Selection," IEEE Access, Vol. 10, pp. 128754-128763, 2022.
Published in Sensors, 2022
Recommended citation: Md Abdus Samad, Dong-You Choi, and Kwonhue Choi, "Path Loss Investigation in Hall Environment at Centimeter and Millimeter-Wave Bands," Sensors, Vol. 22, No. 17, pp. 6593, 2022.
Published in Computers, Materials and Continua, 2022
Recommended citation: Md Abdus Samad and Dong-You Choi, "Analysis and Modeling of Propagation in Tunnel at 3.7 and 28 GHz," Computers, Materials and Continua, 2022.
Published in IEEE Access, 2021
Recommended citation: Md Abdus Samad, Feyisa Debo Diba, and Choi Dong-You, "Centimeter and Millimeter-Wave Propagation Characteristics for Indoor Corridors: Results from Measurements and Models," IEEE Access, 2021.
Published in Sensors, 2021
Recommended citation: Md Abdus Samad, Feyisa Debo Diba, Young Jin Kim, and Dong-You Choi, "Results of Large-Scale Propagation Models in Campus Corridor at 3.7 and 28 GHz," Sensors, 2021.
Published in Applied Sciences, 2021
Recommended citation: Md Abdus Samad and Dong-You Choi, "Scaling of Rain Attenuation Models: A Survey," Applied Sciences, Vol. 11, No. 18, pp. 8360, 2021.
Published in Electronics, 2021
Recommended citation: Md Abdus Samad, Feyisa Debo Diba, and Dong-You Choi, "Rain Attenuation Scaling in South Korea: Experimental Results and Artificial Neural Network," Electronics, Vol. 10, No. 16, pp. 2030, 2021.
Published in 7th International Conference on Advanced Engineering and ICT-Convergence 2021, 2021
Recommended citation: Md Abdus Samad and Dong-You Choi, "Radiowave Propagation in Tunnel: Experimental Results," In 7th International Conference on Advanced Engineering and ICT-Convergence 2021, 2021.
Published in Remote Sensing, 2021
Recommended citation: Md Abdus Samad, Feyisa Debo Diba, and Dong-You Choi, "A Survey of Rain Fade Models for Earth-Space Telecommunication Links—Taxonomy, Methods, and Comparative Study," Remote Sensing, Vol. 13, No. 10, pp. 1965, 2021.
Published in IEEE Access, 2021
Recommended citation: Feyisa Debo Diba, Md Abdus Samad, Jiwan Ghimire, and Dong-You Choi, "Wireless Telecommunication Links for Rainfall Monitoring: Deep Learning Approach and Experimental Results," IEEE Access, 2021.
Published in Sensors, 2021
Recommended citation: Md Abdus Samad, Feyisa Debo Diba, and Dong-You Choi, "A Survey of Rain Attenuation Prediction Models for Terrestrial Links—Current Research Challenges and State-of-the-Art," Sensors, Vol. 21, No. 4, 2021.
Published in 6th Online ICAEIC-2021, 2021
Recommended citation: Md Abdus Samad and Dong-You Choi, "5G Vertical Services in Korea," In 6th Online ICAEIC-2021, 2021.
Published in IEEE Access, 2021
Recommended citation: Feyisa Debo Diba, Md Abdus Samad, and Dong-You Choi, "The Effects of Rain on Terrestrial Links at K, Ka and E-Bands in South Korea: Based on Supervised Learning," IEEE Access, Vol. 9, 2021.
Published in Applied Sciences, 2020
Recommended citation: Md Abdus Samad and Dong-You Choi, "Learning-Assisted Rain Attenuation Prediction Models," Applied Sciences, Vol. 10, No. 14, 2020.
Published in 2014 International Conference on Informatics, Electronics & Vision (ICIEV), 2014
Recommended citation: Md Abdus Samad and Md Imanul Huq, "Correlation between brain's adjoin and diverse hemisphere for motor imagery task relating to central and peripheral nervous system," In 2014 International Conference on Informatics, Electronics & Vision (ICIEV), pp. 1-6, 2014.
Published in IOSR Journal of Electronics and Communication Engineering, 2014
Recommended citation: Abdul Gani Abshir, MM Abdullahi, and Md Abdus Samad, "A comparative study of carrier frequency offset (CFO) estimation techniques for OFDM systems," IOSR Journal of Electronics and Communication Engineering, Vol. 9, No. 4, pp. 01-06, 2014.
Published in Advanced Materials Research, 2012
Recommended citation: Md Abdus Samad, Jia Uddin, and Md Ahmed, "FIR Filter Design Using Modified Lanczos Window Function," In Advanced Materials Research, pp. 49-56, 2012.
Published in arXiv e-prints, 2012
Recommended citation: Md Abdus Samad, "A Novel Window Function Yielding Suppressed Mainlobe Width and Minimum Sidelobe Peak," arXiv e-prints, 2012.