Md Abdus Samad

34 papers Journal 33Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Accuracy, precision, recall, f1-score, or MCC? empirical evidence from advanced statistics, ML, and XAI for evaluating business predictive models. J. Big Data Khaled Mahmud Sujon, Rohayanti Hassan, Kwonhue Choi, Md Abdus Samad
2025	J	`jnl`	Breast cancer prediction with feature-selected XGB classifier, optimized by metaheuristic algorithms. J. Big Data Proshenjit Sarker, Amel Ksibi, Mona M. Jamjoom, Kwonhue Choi, Abdullah Al Nahid, Md Abdus Samad
2025	J	`jnl`	CatBoost with physics-based metaheuristics for thyroid cancer recurrence prediction. BioData Min. Proshenjit Sarker, Kwonhue Choi, Abdullah Al Nahid, Md Abdus Samad
2025	—	`conf`	Enhancing Agile Workflows with AI-Driven, Sustainability-Aware Requirements Engineering: A Design Science Approach. ICSOB Oshani Weerakoon, Shola Oyedeji, Md Abdus Samad, Abdulkadir Abubakar, Ahsan Ishan, Muhammad Shayan, Tuomas Mäkilä, Erkki Kaila
2024	J	`jnl`	A Review of Approaches for Rapid Data Clustering: Challenges, Opportunities, and Future Directions. IEEE Access Mahnoor, Imran Shafi, Mahnoor Chaudhry, Elizabeth Caro Montero, Eduardo Silva Alvarado, Isabel de la Torre Díez, Md Abdus Samad, Imran Ashraf
2024	J	`jnl`	A graph mining-based approach to analyze the dynamics of the Twitter community of COVID-19 misinformation disseminators. ICT Express Asma Ul Hussna, Risul Islam, Md. Golam Rabiul Alam, Jia Uddin, Imran Ashraf, Md Abdus Samad
2024	J	`jnl`	Deep-Learning-Based Semantic Segmentation for Remote Sensing: A Bibliometric Literature Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Kazi Rakib Hasan, Anamika Biswas Tuli, Md. Al-Masrur Khan, Seong-Hoon Kee, Md Abdus Samad, Abdullah Al Nahid
2024	J	`jnl`	DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network. J. Big Data Md Nuho Ul Alam, Ibrahim Hasnine, Erfanul Hoque Bahadur, Abdul Kadar Muhammad Masum, Mercedes Briones Urbano, Manuel Masias Vergara, Jia Uddin, Imran Ashraf, Md Abdus Samad
2024	J	`jnl`	Enhancing Early Detection of Diabetic Retinopathy Through the Integration of Deep Learning Models and Explainable Artificial Intelligence. IEEE Access Kazi Ahnaf Alavee, Mehedi Hasan, Abu Hasnayen Zillanee, Moin Mostakim, Jia Uddin, Eduardo Silva Alvarado, Isabel de la Torre Díez, Imran Ashraf, Md Abdus Samad
2024	J	`jnl`	Few-Shot Lightweight SqueezeNet Architecture for Induction Motor Fault Diagnosis Using Limited Thermal Image Dataset. IEEE Access Farhan Md. Siraj, Syed Tasnimul Karim Ayon, Md Abdus Samad, Jia Uddin, Kwonhue Choi
2024	J	`jnl`	Hierarchical Attention Module-Based Hotspot Detection in Wafer Fabrication Using Convolutional Neural Network Model. IEEE Access Mobeen Shahroz, Mudasir Ali, Alishba Tahir, Henry Fabian-Gongora, Carlos Uc Rios, Md Abdus Samad, Imran Ashraf
2024	J	`jnl`	Incorporating Meteorological Data and Pesticide Information to Forecast Crop Yields Using Machine Learning. IEEE Access MD Jiabul Hoque, Md. Saiful Islam, Jia Uddin, Md Abdus Samad, Beatriz Sainz de Abajo, Debora Libertad Ramírez Vargas, Imran Ashraf
2024	J	`jnl`	LCNN: Lightweight CNN Architecture for Software Defect Feature Identification Using Explainable AI. IEEE Access Momotaz Begum, Mehedi Hasan Shuvo, Mostofa Kamal Nasir, Amran Hossain, Mohammad Jakir Hossain, Imran Ashraf, Jia Uddin, Md Abdus Samad
2024	J	`jnl`	Medicinal Plant Classification Using Particle Swarm Optimized Cascaded Network. IEEE Access Md. Tarequl Islam, Md. Wahidur Rahman, Md. Shakhawat Hossain, Kaniz Roksana, Irma Domínguez Azpíroz, Raquel Martínez Diaz, Imran Ashraf, Md Abdus Samad
2024	J	`jnl`	When to Use Standardization and Normalization: Empirical Evidence From Machine Learning Models and XAI. IEEE Access Khaled Mahmud Sujon, Rohayanti Hassan, Zeba Tusnia Towshi, Manal A. Othman, Md Abdus Samad, Kwonhue Choi
2023	J	`jnl`	A Survey on the Role of Industrial IoT in Manufacturing for Implementation of Smart Industry. Sensors Muhammad Shoaib Farooq, Muhammad Abdullah, Shamyla Riaz, Atif Alvi, Furqan Rustam, Miguel Angel López Flores, Juan Castanedo Galán, Md Abdus Samad, Imran Ashraf
2023	J	`jnl`	A Systematic Survey of AI Models in Financial Market Forecasting for Profitability Analysis. IEEE Access Bilal Hassan Ahmed Khattak, Imran Shafi, Abdul Saboor Khan, Emmanuel Soriano Flores, Roberto García Lara, Md Abdus Samad, Imran Ashraf
2023	J	`jnl`	Analysis of Centimeter and Millimeter-Wave Path Loss at Emergency Exit. IEEE Access Md Abdus Samad, Dong-You Choi, Hyungseop Son, Kwonhue Choi
2023	J	`jnl`	Artificial Intelligence and Behavioral Economics: A Bibliographic Analysis of Research Field. IEEE Access Zakaria Aoujil, Mohamed Hanine, Emmanuel Soriano Flores, Md Abdus Samad, Imran Ashraf
2023	J	`jnl`	DeepPoly: Deep Learning-Based Polyps Segmentation and Classification for Autonomous Colonoscopy Examination. IEEE Access Md Shakhawat Hossain, Md. Mahmudur Rahman, M. M. Mahbubul Syeed, Mohammad Faisal Uddin, Mahady Hasan, Md. Aulad Hossain, Amel Ksibi, Mona Jamjoom, Zahid Ullah, Md Abdus Samad
2023	J	`jnl`	Internet of Things in Pregnancy Care Coordination and Management: A Systematic Review. Sensors Mohammad Mobarak Hossain, Mohammod Abul Kashem, Md. Monirul Islam, Md. Sahidullah, Sumona Hoque Mumu, Jia Uddin, Daniel Gavilanes Aray, Isabel de la Torre Díez, Imran Ashraf, Md Abdus Samad
2023	J	`jnl`	Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection. IEEE Access Aisha Ahmed AlArfaj, Abdulaziz Altamimi, Turki Aljrees, Shakila Basheer, Muhammad Umer, Md Abdus Samad, Shtwai Alsubai, Imran Ashraf
2023	J	`jnl`	Real-Time Obstacle Detection with YOLOv8 in a WSN Using UAV Aerial Photography. J. Imaging Shakila Rahman, Jahid Hasan Rony, Jia Uddin, Md Abdus Samad
2023	J	`jnl`	Software Defects Identification: Results Using Machine Learning and Explainable Artificial Intelligence Techniques. IEEE Access Momotaz Begum, Mehedi Hasan Shuvo, Imran Ashraf, Abdullah Al Mamun, Jia Uddin, Md Abdus Samad
2023	J	`jnl`	Wave Propagation Modeling Techniques in Tunnel Environments: A Survey. IEEE Access Md Abdus Samad, Sung-Woong Choi, Chung-Sup Kim, Kwonhue Choi
2022	J	`jnl`	Android Ransomware Detection From Traffic Analysis Using Metaheuristic Feature Selection. IEEE Access Md. Sakir Hossain, Naim Hasan, Md Abdus Samad, Md. Shakhawat Hossain, Joydeep Karmoker, Foysol Ahmed, K. F. M. Nafiz Fuad, Kwonhue Choi
2022	J	`jnl`	Path Loss Investigation in Hall Environment at Centimeter and Millimeter-Wave Bands. Sensors Md Abdus Samad, Dong-You Choi, Kwonhue Choi
2021	J	`jnl`	A Survey of Rain Attenuation Prediction Models for Terrestrial Links - Current Research Challenges and State-of-the-Art. Sensors Md Abdus Samad, Feyisa Debo Diba, Dong-You Choi
2021	J	`jnl`	A Survey of Rain Fade Models for Earth-Space Telecommunication Links - Taxonomy, Methods, and Comparative Study. Remote. Sens. Md Abdus Samad, Feyisa Debo Diba, Dong-You Choi
2021	J	`jnl`	Centimeter and Millimeter-Wave Propagation Characteristics for Indoor Corridors: Results From Measurements and Models. IEEE Access Feyisa Debo Diba, Md Abdus Samad, Dong-You Choi
2021	J	`jnl`	Results of Large-Scale Propagation Models in Campus Corridor at 3.7 and 28 GHz. Sensors Md Abdus Samad, Feyisa Debo Diba, Young-Jin Kim, Dong-You Choi
2021	J	`jnl`	The Effects of Rain on Terrestrial Links at K, Ka and E-Bands in South Korea: Based on Supervised Learning. IEEE Access Feyisa Debo Diba, Md Abdus Samad, Dong-You Choi
2021	J	`jnl`	Wireless Telecommunication Links for Rainfall Monitoring: Deep Learning Approach and Experimental Results. IEEE Access Feyisa Debo Diba, Md Abdus Samad, Jiwan Ghimire, Dong-You Choi
2012	J	`jnl`	A Novel Window Function Yielding Suppressed Mainlobe Width and Minimum Sidelobe Peak CoRR Md Abdus Samad