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.
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Deep learning meets bibliometrics: a survey of citation function classification
Zhang, Y., Wang, Y., Sheng, Q. Z., Yao, L., Chen, H., Wang, K., Mahmood, A., Zhang, W. E., Zaib, M., Sagar, S. & Zhao, R., Feb 2025, In: Journal of Informetrics. 19, 1, p. 1-15 15 p., 101608.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Downloads (Pure) -
FairEquityFL – a fair and equitable client selection in federated learning for heterogeneous IoV networks
Islam, F., Mahmood, A., Mukhtiar, N., Wijethilake, K. E. & Sheng, Q. Z., 2025, Advanced Data Mining and Applications: 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3–5, 2024, proceedings, part II. Sheng, Q. Z., Dobbie, G., Jiang, J., Zhang, X., Zhang, W. E., Manolopoulos, Y., Wu, J., Mansoor, W. & Ma, C. (eds.). Singapore: Springer, Springer Nature, p. 254-269 16 p. (Lecture Notes in Computer Science; vol. 15388).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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FedCLF – towards efficient participant selection for federated learning in heterogeneous iov networks
Wijethilake, K. E., Mahmood, A. & Sheng, Q. Z., 2025, Advanced Data Mining and Applications: 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3–5, 2024, proceedings, part II. Sheng, Q. Z., Dobbie, G., Jiang, J., Zhang, X., Zhang, W. E., Manolopoulos, Y., Wu, J., Mansoor, W. & Ma, C. (eds.). Singapore: Springer, Springer Nature, p. 223-238 16 p. (Lecture Notes in Computer Science; vol. 15388).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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On the road to resilience: ensuring secure IoV networks
Siddiqui, S. A., Mahmood, A., Sheng, Q. Z., Suzuki, H. & Ni, W., 2025, Boca Raton, FL ; Oxon, OX: CRC Press, Taylor & Francis Group. 138 p.Research output: Book/Report › Book › peer-review
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Towards adaptive context management for intelligent conversational question answering
Perera, M. M., Mahmood, A., Wijethilake, K. E. & Sheng, Q. Z., 2025, Advanced Data Mining and Applications: 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, proceedings, part V. Sheng, Q. Z., Dobbie, G., Jiang, J., Zhang, X., Zhang, W. E., Manolopoulos, Y., Wu, J., Mansoor, W. & Ma, C. (eds.). Singapore: Springer, Springer Nature, p. 360-375 16 p. (Lecture Notes in Computer Science; vol. 15391).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Prizes
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Winner - Faculty of Science and Engineering Award for Inter-School Collaboration - 2023
Nayak, Abhaya (Recipient), Mahmood, Adnan (Recipient), Beheshti, Amin (Recipient), McIver, Annabelle (Recipient), Bilgin, Ayse (Recipient), Liquet-Weiland, Benoit (Recipient), Svensson, Carl (Recipient), Ramakrishnan, Charanya (Recipient), Smith, Connor (Recipient), Molla-Aliod, Diego (Recipient), Vatsalan, Dinusha (Recipient), Xue, Emma (Recipient), Gupta, Gaurav (Recipient), Sofronov, Georgy (Recipient), Baker, Greg (Recipient), Liu, Guanfeng (Recipient), Asghar, Hassan (Recipient), Doosti, Hassan (Recipient), Zhu, Houying (Recipient), Jiang, Iris (Recipient), Zheng, James (Recipient), Lin, Huan (Recipient), Wu, Jia (Recipient), Ma, Jun (Recipient), Binkowski, Karol (Recipient), Dras, Mark (Recipient), Manuguerra, Maurizio (Recipient), Orgun, Mehmet (Recipient), Lay, Michael (Recipient), Zou, Nan (Recipient), Kordzakhia, Nino (Recipient), Busch, Peter (Recipient), Graham, Petra (Recipient), Schwitter, Rolf (Recipient), Chen, Shan (Recipient), Smith, Stephen (Recipient), Cassidy, Steve (Recipient), Prvan, Tania (Recipient), Fung, Thomas (Recipient), Li, Yan (Recipient), Wang, Yan (Recipient), Zhang, Yang (Recipient) & Zhou, Yipeng (Recipient), 2023
Prize: Other distinction