Md. Faysal Ahamed

27 papers Journal 21Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A comprehensive review of convolutional neural networks: foundations, enhancements and applications. Neural Comput. Appl. Md. Himel Reza, Md. Noman Biswas Sibly, Shaikh Golam Rabbani, Shafayetul Huda Sadi, Md. Faysal Ahamed, Fariya Bintay Shafi, Rusab Sarmun, Muhammad E. H. Chowdhury
2026	J	`jnl`	Fusion-driven EEG reconstruction and cognitive workload recognition using conditional diffusion and graph-based learning. Adv. Eng. Informatics Fariya Bintay Shafi, Md. Faysal Ahamed, Amith Khandakar, Mohamed Arselene Ayari, Shahriar Islam Siyam
2026	J	`jnl`	PDP-PINN: A Fourier-Augmented Physics-Informed Neural Network for Pressure Drop Prediction in CO IEEE Access Nafisa Binte Ghulam Kibria, Amith Khandakar, Md. Faysal Ahamed, Hafsa Binte Kibria, Mohammad Azizur Rahman, Mohamed Arselene Ayari
2026	J	`jnl`	Rethinking U-Net architecture in medical imaging: Advancing the efficient and interpretable UKAN-CBAM framework for colorectal polyp segmentation. Artif. Intell. Medicine Md. Faysal Ahamed, Fariya Bintay Shafi, Md. Rabiul Islam, Md. Fahmidun Nabi, Julfikar Haider
2025	J	`jnl`	A Clinically Interpretable Approach for Early Detection of Autism Using Machine Learning With Explainable AI. IEEE Access Oishi Jyoti, Hafsa Binte Kibria, Zareen Tasnim Pear, Md. Nahiduzzaman, Md. Faysal Ahamed, Khandaker Reajul Islam, Jaya Kumar, Muhammad E. H. Chowdhury
2025	J	`jnl`	An automated waste classification system using deep learning techniques: Toward efficient waste recycling and environmental sustainability. Knowl. Based Syst. Md. Nahiduzzaman, Md. Faysal Ahamed, Mansura Naznine, Md. Jawadul Karim, Hafsa Binte Kibria, Mohamed Arselene Ayari, Amith Khandakar, Azad Ashraf, Mominul Ahsan, Julfikar Haider
2025	J	`jnl`	CBAM Integrated Attention Driven Model For Betel Leaf Diseases Classification With Explainable AI. CoRR Sumaiya Tabassum, Md. Faysal Ahamed
2025	J	`jnl`	Detection, localization, segmentation, and classification in colorectal cancer screening using deep learning: A systematic review. Biomed. Signal Process. Control. Md. Rakibul Islam, Md. Faysal Ahamed, Md. Rabiul Islam, Md. Nahiduzzaman, Mominul Ahsan
2025	J	`jnl`	Explainable deep learning for rainfall prediction: A CNN-XGBoost hybrid approach in the northern region of Bangladesh. Neural Comput. Appl. Md Safayet Islam, Md Shafiuzzaman, Golam Mahmud, Nabila Nowshin, Parisa Reza, Jahid Hasan, Md. Faysal Ahamed, Md. Nahiduzzaman, Mohamed Arselene Ayari, Amith Khandakar
2025	J	`jnl`	GastroViT: A Vision Transformer Based Ensemble Learning Approach for Gastrointestinal Disease Classification with Grad CAM & SHAP Visualization. CoRR Sumaiya Tabassum, Md. Faysal Ahamed, Hafsa Binte Kibria, Md. Nahiduzzaman, Julfikar Haider, Muhammad E. H. Chowdhury, Mohammad Tariqul Islam
2025	J	`jnl`	Interpretable deep learning architecture for gastrointestinal disease detection: A Tri-stage approach with PCA and XAI. Comput. Biol. Medicine Md. Faysal Ahamed, Fariya Bintay Shafi, Md. Nahiduzzaman, Mohamed Arselene Ayari, Amith Khandakar
2025	J	`jnl`	MSRANetV2: An Explainable Deep Learning Architecture for Multi-class Classification of Colorectal Histopathological Images. CoRR Ovi Sarkar, Md Shafiuzzaman, Md. Faysal Ahamed, Golam Mahmud, Muhammad E. H. Chowdhury
2025	J	`jnl`	PLDs-CNN-ridge-ELM: Interpretable lightweight waste classification framework. Eng. Appl. Artif. Intell. Mansura Naznine, Md. Nahiduzzaman, Md. Jawadul Karim, Md. Faysal Ahamed, Abdus Salam, Mohamed Arselene Ayari, Amith Khandakar, Azad Ashraf, Mominul Ahsan, Julfikar Haider
2025	J	`jnl`	RoadSens-4M: A Multimodal Smartphone & Camera Dataset for Holistic Road-way Analysis. CoRR Amith Khandakar, David G. Michelson, Shaikh Golam Rabbani, Fariya Bintay Shafi, Md. Faysal Ahamed, Khondokar Radwanur Rahman, Md. Abidur Rahman, Md. Fahmidun Nabi, Mohamed Arselene Ayari, Khaled M. Khan, Ponnuthurai Nagaratnam Suganthan
2025	J	`jnl`	UGA-GAN: Unified Geometry-Aware GAN for Enhanced Training and Generation of High-Dimensional Data. IEEE Access Wasi Ahmad, Md. Faysal Ahamed, Amith Khandakar, SM Ashfaq Uz Zaman, Mohamed Arselene Ayari
2024	J	`jnl`	Automated Colorectal Polyps Detection from Endoscopic Images using MultiResUNet Framework with Attention Guided Segmentation. Hum. Centric Intell. Syst. Md. Faysal Ahamed, Md. Rabiul Islam, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, Abdulrahman Alqahtani, M. Murugappan
2024	J	`jnl`	Automated Detection of Colorectal Polyp Utilizing Deep Learning Methods With Explainable AI. IEEE Access Md. Faysal Ahamed, Md. Rabiul Islam, Md. Nahiduzzaman, Md. Jawadul Karim, Mohamed Arselene Ayari, Amith Khandakar
2024	—	`conf`	Bangla Speech Emotion Recognition Based on Audio Features Using CNN and LSTM. ICCA Plabon Talukder, Md. Faysal Ahamed, Md. Rabiul Islam
2024	—	`conf`	Denoising autoencoder-based soft K-medoid clustering for single-cell RNA sequence data. ICCA Zobaer Al Khalil Zihad, Md. Faysal Ahamed, Rabiul Islam
2024	J	`jnl`	Detection of various gastrointestinal tract diseases through a deep learning method with ensemble ELM and explainable AI. Expert Syst. Appl. Md. Faysal Ahamed, Md. Nahiduzzaman, Md. Rabiul Islam, Mansura Naznine, Mohamed Arselene Ayari, Amith Khandakar, Julfikar Haider
2024	—	`conf`	Efficient Self-Attention and Co-Attention within the Modified Graph Matching Attention Network for Visual Question Answering. ICCA Md. Fakhrul Islam, Md. Faysal Ahamed, Md. Rabiul Islam
2024	—	`conf`	Lightweight CNN Approach for Multiclass Alzheimer Stage Classification from MRI Scans. ICCA Dia Zafrin, Md. Faysal Ahamed, Md. Rabiul Islam
2024	J	`jnl`	Streamlining plant disease diagnosis with convolutional neural networks and edge devices. Neural Comput. Appl. Md. Faysal Ahamed, Abdus Salam, Md. Nahiduzzaman, Mohammad Abdullah-Al-Wadud, S. M. Riazul Islam
2023	J	`jnl`	A review on brain tumor segmentation based on deep learning methods with federated learning techniques. Comput. Medical Imaging Graph. Md. Faysal Ahamed, Md. Munawar Hossain, Md. Nahiduzzaman, Md. Rabiul Islam, Md. Robiul Islam, Mominul Ahsan, Julfikar Haider
2023	J	`jnl`	IRv2-Net: A Deep Learning Framework for Enhanced Polyp Segmentation Performance Integrating InceptionResNetV2 and UNet Architecture with Test Time Augmentation Techniques. Sensors Md. Faysal Ahamed, Md. Khalid Syfullah, Ovi Sarkar, Md. Tohidul Islam, Md. Nahiduzzaman, Md. Rabiul Islam, Amith Khandakar, Mohamed Arselene Ayari, Muhammad E. H. Chowdhury
2023	—	`conf`	Multi-label Bengali Abusive Comments Classification using Problem Transformation Method. CCE Tahsin Tasnia Khan, Abid Hassan, Md. Faysal Ahamed, Samiul Islam
2021	—	`conf`	Low Cost Remotely Operated Underwater Vehicle. ICCCNT Md. Faysal Ahamed, Syed Mahdi Mahi, Joyanta Mondal, Shovasis Kumar Biswas