Research output per year
Research output per year
Personal profile
Biography
Dr. Adnan Mahmood is a Lecturer in Computing – IoT and Networking in School of Computing, Macquarie University, Australia. Dr. Mahmood's research interests include, but are not limited to, the Internet of Things, Software Defined Networks, Intelligent Transportation Systems, Trust Management, Privacy Preservation, and the Next Generation Heterogeneous Wireless Networks. As of date, Dr. Mahmood has authored 50+ Research Papers, including Demo Papers, in leading Journals and Conferences of repute, including but not limited to, ACM Computing Surveys, IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Network and Service Management, ACM Transactions on Sensor Networks, Scientific Reports (a part of Nature Portfolio), ACM WSDM, ACM SenSys, ACM / IEEE IPSN, and ICSOC. Dr. Mahmood also possesses a Research Patent to his credit too.
Dr. Mahmood regularly Supervises PhD Candidates in his Areas of Expertise. He is actively looking for Highly Motivated and Dedicated Students interested to pursue PhD Studies under his Supervision at Macquarie University, Australia. Prospective Students with Outstanding Academic Record are thus welcome to initiate contact delineating their intended Research Topic.
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Research Outputs
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Dynamic correlation adjacency-matrix-based graph neural networks for traffic flow prediction
Gu, J., Jia, Z., Cai, T., Song, X. & Mahmood, A., 2 Mar 2023, In: Sensors. 23, 6, p. 1-17 17 p., 2897.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
Towards a machine learning driven trust management heuristic for the internet of vehicles
Siddiqui, S. A., Mahmood, A., Sheng, Q. Z., Suzuki, H. & Ni, W., 2 Feb 2023, In: Sensors. 23, 4, p. 1-22 22 p., 2325.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Trust–SIoT: towards trustworthy object classification in the Social Internet of Things
Sagar, S., Mahmood, A., Wang, K., Sheng, Q. Z., Pabani, J. K. & Zhang, W. E., 27 Feb 2023, (E-pub ahead of print) In: IEEE Transactions on Network and Service Management.Research output: Contribution to journal › Article › peer-review
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Achieving differential privacy publishing of location-based statistical data using grid clustering
Yan, Y., Sun, Z., Mahmood, A., Xu, F., Dong, Z. & Sheng, Q. Z., Jul 2022, In: ISPRS International Journal of Geo-Information. 11, 7, p. 1-21 21 p., 404.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)29 Downloads (Pure) -
A survey on participant selection for federated learning in mobile networks
Soltani, B., Haghighi, V., Mahmood, A., Sheng, Q. Z. & Yao, L., 21 Oct 2022, MobiArch '22: proceedings of the 17th ACM Workshop on Mobility in the Evolving Internet Architecture. New York: Association for Computing Machinery (ACM), 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review