“Publication is a marathon, not a sprint. Writing the book is only the start.”
Jo Linsdell
Patent
Mohammadhadi Amini, Naphtali D. Rishe, Khandaker Mamun Ahmed, “Anomalous activity recognition in videos”, Patent No. 11875566, Jan 16, 2024. U.S. Patent and Trademark Office.
Peer-Reviewed Journal & Conference Papers
Towards Real-time House Detection in Aerial Imagery Using Faster Region-based Convolutional Neural Network
Khandaker Mamun Ahmed; Ghareh Mohammadi, Farid; Matus, Manuel; Shenavarmasouleh, Farzan; Manella Pereira, Luiz; Ioannis, Zisis; and Amini, M. Hadi "Towards Real-time House Detection in Aerial Imagery Using Faster Region-based Convolutional Neural Network ", IPSI Transactions on Internet Research, vol. 19(2), pp. 46-54, 2023. https://doi.org/10.58245/ipsi.tir.2302.06
Federated Learning for Resource-Constrained IoT Devices: Panoramas and State of the Art (Book chapter).
Imteaj, Ahmed, Khandaker Mamun Ahmed, Urmish Thakker, Shiqiang Wang, Jian Li, and M. Hadi Amini. "Federated Learning for Resource-Constrained IoT Devices: Panoramas and State of the Art." Federated and Transfer Learning (2023): 7-27. DOI: https://doi.org/10.1007/978-3-031-11748-0_2
A Federated Learning Framework for Automated Decision Making with Microscopic Traffic Simulation
K. M. Ahmed, S. Muvdi, J. Liu and M. H. Amini, "A Federated Learning Framework for Automated Decision Making with Microscopic Traffic Simulation," 2022 International Conference on Computer Communications and Networks (ICCCN), 2022, pp. 1-9, doi: 10.1109/ICCCN54977.2022.9868930.
Federated Deep Learning for Heterogeneous Edge Computing
K. M. Ahmed, A. Imteaj and M. H. Amini, "Federated Deep Learning for Heterogeneous Edge Computing," 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 2021, pp. 1146-1152, DOI: 10.1109/ICMLA52953.2021.00187
DeepCOVIDNET: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiography Images
K. M. Ahmed, T. Eslami, F. Saeed and M. H. Amini, "DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic Images," 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021, pp. 1703-1710, DOI: 10.1109/BIBM52615.2021.9669767
Federated Deep Learning for Heterogeneous Mobile Robots
Khandaker Mamun Ahmed and Ahmed Imteaj, and M. H. Amini "Federated Deep Learning for Heterogeneous Mobile Robots" accepted for presentation at the Southeast Decision Sciences Institute 2022 event in Jacksonville, Florida!
Morshed, Syed A., Khandakar Mamun Ahmed, and Kamar Amine. "Trend Analysis of Large-Scale Twitter Data Based on Witnesses during a Hazardous Event: A Case Study on California Wildfire Evacuation." World Journal of Engineering and Technology 9.2 (2021): 229-239. DOI: 10.4236/wjet.2021.92016
Text to Speech Synthesis for Bangla Language
Ahmed, Khandaker Mamun, Prianka Mandal, and BM Mainul Hossain. "Text to Speech Synthesis for Bangla Language." International Journal of Information Engineering and Electronic Business 10.2 (2019): 1. DOI: 10.5815/ijieeb.2019.02.01