SCIE Journal Publications:

[2025]

[1]     Memon*, S.A., Ullah, I., Abro, G.E.M., Ullah, In., Noor, A. Advanced data association technique using integrated track splitting filter for multi-target tracking in clutter and occlusion, Expert Systems with Applications, 277, 2025, p. 127193.

[2]     Ullah, I.; Khan, N.; Memon*, S.A.; Kim, W.-G.; Saleem, J.; Manzoor, S. Vibration-Based Anomaly Detection for Induction Motors Using Machine Learning. Sensors 2025, 25, 773.

[3] Tahir, W. B.; Khalid, S.; Almutairi, S.; Abohashrh, M.; Memon, S. A.; Khan, J. Depression Detection in Social Media: A Comprehensive Review of Machine Learning and Deep Learning Techniques, IEEE Access, 13, p. 12789-12818, 2025

[2024] 

[1]     Fatima, R.; Sadiq, R.; Ullah, I.; Manzoor, S.; Memon, S.A.; Khan, U. Multiple passive-sensor distributed target tracking approach with Machine Learning Feedback, Expert Systems with Applications, 238, Part F, p. 122344, March 2024.

[2]     Magsi, H.; Shah, M.A.; Abro, G.E.M.; Memon*, S.A.; Memon, A.A.; Hussain, A.; Kim, W.-G. Adaptive Navigation Based on Multi-Agent Received Signal Quality Monitoring Algorithm. Electronics 2024, 13, 4957.

[3]     Abro, G. E. Mustafa, Ali, A., Memon*, S.A., Memon, T. Din and Khan F., Strategies and Challenges for Unmanned Aerial Vehicle-Based Continuous Inspection and Predictive Maintenance of Solar Modules, in IEEE Access, vol. 12, pp. 176615-176629, 2024,

[4]     Memon*, S.A.; Kim, W.-G.; Khan, S.; Memon, T.D.; Alsaleem F.N.; Alhassoon, K.; Alsunaydih, F.N. Tracking Multiple Autonomous Ground Vehicles using Motion Capture System operating in a Wireless Network, IEEE Access, April 2024.

[5]     Aftab, S., Koyyada, G., Mukhtar, M., Kabir, F., Nazir, G., Memon, S.A., Aslam, M., Assiri, M.A., & Kim, J.H. Laser-Induced Graphene for Advanced Sensing: Comprehensive Review of Applications. ACS sensors, 2024

[6]     Ahmed A.A., Hasan M.K., Memon I., Aman A.H.M., Islam S., Gadekallu T.R., Memon, S.A.; Secure AI for 6G Mobile Devices: Deep Learning Optimization Against Side-channel Attacks, IEEE Trans. Cons. Electron., 1st March. 2024.

[7] Ramzan, M, Abid, A., Bilal, M., Aamir, K. M., Memon, S. A., and Chung, T. -S. Effectiveness of Pre-Trained CNN Networks for Detecting Abnormal Activities in Online Exams, IEEE Access, 12, p. 21503-21519, 2024.

[2023]

[1]. Memon, S.A .; Son, H.; Kim, W.-G, Khan, A.M.; Shahzad, M.; Khan, U.  Tracking Multiple Unmanned Aerial Vehicles through Occlusion in Low-Altitude Airspace. Drones 2023 , 7, 241. https://doi.org/10.3390/drones7040241

[2] . Park, M.; Memon, S.A .; Kim, G.; Choo, Y. 3D Off-Grid Localization for Adjacent Cavitation Noise Sources Using Bayesian Inference. Sensors 2023 , 23, 2628.

[2022]

[1].  Memon, S.A.; Park, M.S.; Memon, I.; Kim, W-Gu.; Khan, S.; Shi, Y.  Modified Smoothing Algorithm for Tracking Multiple Maneuvering Targets in Clutter .  Sensors  2022 ,   22 , 4759.  https://doi.org/10.3390/s22134759 

[2].  Memon, S.A .; Ullah, I.; Khan, U.; Song, TL Smoothing Linear Multi-Target Tracking Using Integrated Track Splitting Filter.  Remote Sens. 2022 ,  14 , 1289. https://doi.org/10.3390/rs14051289 

[3]. Memon, S.A  .;  Kim, W.-G.;  Park, M.;  Attique, M. Rauch-Tung-Striebel Smoothing Linear Multi-Target Tracking in Clutter.  IEEE   Access  2022,  vol.  10, 3007-3016 . 

[4].  Chen, R.; Li, T.; Memon, I.; Shi, Y.; Ullah, I.;  Memon, S.  A.   Multi-Sonar Distributed Fusion for Target Detection and Tracking in Marine Environment . Sensors , 2022,  vol.  22, 3335 . 

[5  [5] Khan, S.; Arshad, F.; Zulfiqar, M.; Khan, M.A.; Memon , S.A. Ensemble learning-based abnormality diagnosis in wrist skeleton radiographs using dense net variants voting. Kuwait Journal of Science 2022, pp. 1-14, https://doi.org/10.48129/kjs.splml.19477

[6] Memon SA , Javed Q, Kim WG, Mahmood Z, Khan U, Shahzad M. A Machine-Learning-Based Robust Classification Method for PV Panel Faults, Sensors 2022 , 22.

[7] Shah, G.A.; Khan, S.; Memon, S.A .; Shahzad, M.; Mahmood, Z.; Khan, U. Improvement in the Tracking Performance of a Maneuvering Target in the Presence of Clutter. Sensors 2022 , 22, 7848.

[2021]

[1] M. Kim, SA Memon,  M. Shin, and H. Son: “Dynamic based trajectory estimation and tracking in an uncertain environment”, Expert Systems with Applications , vol. 177, 2021 .

[2] S. A. Memon and I. Ullah, “Detection and Tracking of the Trajectories of Dynamic UAVs in Restricted and Cluttered Environment”, Expert System with Applications , vol. 183 ,  2021 .

[3] MZ Soomro, S. A Memon , and S. Samo: " The Design of Autopilot's Ship Path Planning and Obstacle Avoidance Steering Control", International Journal of Electrical Engineering & Emerging Technology , Vol. 4(1), pp 5-8,  2021 .

[2020]

[1] SA Memon , TL Song, KH Memon, I. Ullah, and U. Khan: “Modified Smoothing Data Association for Target Tracking in Clutter”, Elsevier: Expert Systems with Applications , vol. 141(1), March 2020. doi.org/10.1016/j.eswa.2019.112969

[2] S. A. Memon , M. Kim, M. Shin, J. Daudpoto, D. M. Pathan, and H. Son: “Extended Smoothing Joint Data Association for Multi-target Tracking in Clutter”, IET Radar, Sonar & Navigation, vol. 14(4), 26 ^th   March, 2020, pp. 564-571, doi.org/10.1049/IET-rsn.2019.0075 .

[3] Y. Shi, S. Qayyum, S. A. Memon , U. Khan, J. Imtiaz, I. Ullah, D. Dancey, and R. Nawaz: “A Modified Bayesian Framework for Multi-Sensor Target Tracking with Out-of-Sequence-measurements”, Sensors: MDPI, vol. 20 (14), 9th July 2020 ^.

[4] M. Asad, S. khan, I. Ullah, Z. Mehmood, Y. Shi, S.A. Memon, and U. Khan: “ A split target detection and tracking algorithm for ballistic missile tracking during the re-entry phase ”, Defense Technology , vol. 16(6), pp. 1142-1150, Dec. 2020

[2019]

[1] S. A. Memon , M. Kim, and H. Son: “Tracking and Estimation of Multiple Cross-over Targets in Clutter”, Sensors MDPI, 19 (3), pp. 741, 12 ^th Feb. 2019. 

[2018]

[1] I. Ullah, MB Qureshi, U. Khan, SA Memon , Y. Shi, and D. Peng: “Multi-sensor based target tracking algorithm with out-of-sequence-measurements in Cluttered environment”, Sensors: MDPI , 18(11), Nov. 2018.

[2] KH Memon, SA Memon , MA, Qureshi, MB Alvi, D. Kumar, and RA Shah : " Kernel possibilistic fuzzy c-means clustering with local information for image segmentation ," International Journal of Fuzzy Systems: Springer , 17 ^th Sept 2018, doi.org/10.1007/s40815-018-0537-9.

[2017]

[1] S. Memon , H. Son, KH Memon, and A. Ansari: " Multi-Scan Smoothing for Tracking Manoeuvering Target Trajectory in heavy Cluttered Environment ," IET Radar, Sonar & Navigation, 11(12), pp. 1815-1821, Aug., 2017. 

[2] KH Memon, MA Qureshi, S. Memon , M. Shaikh and R. Kumar: "Performance evaluation of routing protocols under security attacks in mobile ad hoc networks ", Intl. J. Computer Sci. and Net. Security (IJCSNS) , 17 (12), pp. 21-26, Dec. 2017.

[3] IR Memon, W. Shah, W. Kumar, KH Mohammadani, SA Memon : “Performance Evaluation of Routing Protocols in VANET on Highway: Police Cars Communication Scenario, Engg. Sci. and Tech. Intl. Research J, 1 (3), Sept. 2017.

[4] IR Memon, KH Mohammadani, SA Memon, MA Kazi, MA Bhutto: “Efficient VLAD in Fine-Grained Image Categorization, Engg. Sci. and Tech. Intl. Research J., 1(4), Dec. 2017.

[2016]

[1] S. Memon , TL Song, and TH Kim, "Smoothing Data Association for Target Trajectory Estimation in Clutt ered Environments", Eurasip Journal on Advances in Signal Processing, vol. 2016:21, Feb. 2016.

Conferences:

[1] S. A. Memon, W. -G. Kim and T. Yazdan, "Track Coalescence Avoidance in Multi-target Tracking," 4th International Conference on Advancements in Computational Sciences (ICACS), Lahore, Pakistan, 2023, pp. 1-6, doi: 10.1109/ICACS55311.2023.10089762.

[2] S. A. Memon, "Smoothing Data Association for Linear Multi-target Tracking in Clutter," 2021 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), 2021, pp. 1-4, doi: 10.1109/ITC-CSCC52171.2021.9501486.

[3] S. Memon , and H. Son, “ Smoothing Multi-scan Multi-Target Tracking ”, ICCE-Asia 2018 , Jeju, South Korea, Jun. 24-26,  2018. 

[4] S. Memon , H. Son, A. A. Memon, and S. Ahmed, “ Track Split Smoothing for Target Tracking in Clutter ”, 5th International Conference on Aerospace Science & Engineering , ( ^ICASE ) , Islamabad, Pakistan, Nov. 14-16,  2017. 

[5] S. Memon , W. Lee, and T. L. Song, “Efficient Smoothing for Multiple Maneuvering Targets in Heavy Clutter,” in 5th ^IEEE International Conference on Control, Automation & Information Sciences (IEEE ICCAIS 2016), Ansan, Korea, 27th – 29th ^{Oct ,} 2016.

[6] S. Memon , T. L. Song, H. Lee, M. Ahn, and B. J. Lee, " Modified Smoothing Joint Integrated Probabilistic Data Association for Tracking Maneuvering Targets in Clutter ," in General Conference Proceedings Paper (2016): The Korea Institute of Military Science and Technology, Jeju, Korea, 2016.

[7] S. Memon and T. L. Song, “Smoothing Data Association for Target Tracking in Clutter,” in The 30th International Technical Conference on Circuits Systems, Computers and Communications (ITC-CSCC 2015), Seoul, Korea, 2015, pp. 973–974.

[8] S. Memon , T. L. Song, and H. Cho, "Smoothing Data Association for Integrated Track Splitting Target Tracking in Clutter," in General Conference Proceedings Paper (2015): The Korea Institute of Military Science and Technology, Jeju, Korea, 2015.

Thesis:

[1] SA Memon , BE Thesis, “Design and Implementation of Low Cost Photovoltaic Systems”. MUET, Pakistan. 2008

[2] SA Memon , ME Thesis, “Design of Steering Controller of a Ship”. MUET, Pakistan. 2012.

[3] SA Memon , Ph.D Thesis, “Smoothing Data Association for Maneuvering Target Trajectory Estimation in a Heavily Cluttered Environment”. Hanyang University, Republic of Korea. 2016.