Publications
You can also find my articles on my Google Scholar profile.
Journals
- Shamsoshoara, A., Afghah, F., Razi, A., Zheng, L., Fulé, P.Z. and Blasch, E., 2020. “Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset.” Computer Networks (2021): 108001. [link]
- Shamsoshoara, A., Fatemeh Afghah, Erik Blasch, Jonathan Ashdown, and Mehdi Bennis. “UAV-Assisted Communication in Remote Disaster Areas using Imitation Learning.” IEEE Open Journal of the Communications Society (2021). [link]
- Shamsoshoara, A., Afghah, F., Razi, A., Mousavi S., Ashdown, J. and Turk, K., 2020. An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations. IEEE Access, 8, pp.58064-58079. [link]
- Shamsoshoara, A., Korenda, A., Afghah, F. and Zeadally, S., 2020. A survey on physical unclonable function (PUF)-based security solutions for Internet of Things. Computer Networks, p.107593. [link]
Conferences
- Belen, J., Mousavi, S, Shamsoshoara, A., Afghah., 2020. An Uncertainty Estimation Framework for Risk Assessment in Deep Learning-based Atrial Fibrillation Classification. Accepted and presented in IEEE Signal Processing Society, 2020 Asilomar Conference on Signals, Systems, and Computers. IEEE. [link]
- Keshavarz, M., Shamsoshoara, A., Afghah, F. and Ashdown, J., 2020. A Real-time Framework for Trust Monitoring in a Network of Unmanned Aerial Vehicles. In IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (pp. 677-682). IEEE. [link]
- Wu, H., Li, H., Shamsoshoara, A., Razi, A. and Afghah, F., 2020, March. Transfer Learning for Wildfire Identification in UAV Imagery. In 2020 54th Annual Conference on Information Sciences and Systems (CISS) (pp. 1-6). IEEE. [link]
- Shamsoshoara, A., Khaledi, M., Afghah, F., Razi, A., Ashdown, J. and Turck, K., 2019, June. A solution for dynamic spectrum management in mission-critical UAV networks. In 2019 16th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON) (pp. 1-6). IEEE. [link]
- Shamsoshoara, A., Khaledi, M., Afghah, F., Razi, A. and Ashdown, J., 2019, January. Distributed cooperative spectrum sharing in uav networks using multi-agent reinforcement learning. In 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) (pp. 1-6). IEEE. [link]
- Afghah, F., Shamsoshoara, A., Njilla, L. and Kamhoua, C., 2018, April. A reputation-based stackelberg game model to enhance secrecy rate in spectrum leasing to selfish iot devices. In IEEE INFOCOM 2018-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (pp. 312-317). IEEE. [link]
- Shamsoshoara, A. and Darmani, Y., 2015, May. Enhanced multi-route ad hoc on-demand distance vector routing. In 2015 23rd Iranian Conference on Electrical Engineering (pp. 578-583). IEEE. [link]
Dataset
- Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Liming Zheng, Peter Fulé, Erik Blasch, “The Flame Dataset: Aerial Imagery Pile Burn Detection Using Drones (UAVs)”, IEEE Dataport, 2021, [link]
Book and Book Chapter
- (Book Chapter) Afghah, F., Shamsoshoara, A., Njilla, L.L. and Kamhoua, C.A., 2020. Cooperative Spectrum Sharing and Trust Management in IoT Networks. Modeling and Design of Secure Internet of Things, pp.79-109. [link]
- (Book) Shamsoshoara, A., Karimi, R., 2016, Overview of Network Simulator NS2, pp.1-859. [link]