Recent publications
Article
Hussain, SF, Mian Qaisar, S & Sherjeel, M 2026, 'Level-crossing processing and deep convolutional neural network for arrhythmia classification in telehealth services', Physical and Engineering Sciences in Medicine, vol. 49, no. 1, pp. 167-182. https://doi.org/10.1007/s13246-025-01660-9
Alansari, S, Al-Sumaiti, AS, Hosani, KHA & Hussain, SF 2027, 'RELTrack: A language-guided RGB-event object tracking framework', Information Processing and Management, vol. 64, no. 1, Part A, 104975. https://doi.org/10.1016/j.ipm.2026.104975
Sadia, H, Iqbal, H, Hussain, SF & Saeed, N 2025, 'Signal Detection in Intelligent Reflecting Surface-Assisted NOMA Network using LSTM Model: A ML Approach', IEEE Open Journal of the Communications Society, vol. 6, 10812022, pp. 29-38. https://doi.org/10.1109/OJCOMS.2024.3521008
Ali, N, Halim, Z & Hussain, SF 2023, 'An artificial intelligence-based framework for data-driven categorization of computer scientists: a case study of world’s Top 10 computing departments', Scientometrics, vol. 128, no. 3, pp. 1513-1545. https://doi.org/10.1007/s11192-022-04627-9
Hussain, SF & Ashraf, MM 2023, 'A novel one-vs-rest consensus learning method for crash severity prediction', Expert Systems with Applications, vol. 228, 120443. https://doi.org/10.1016/j.eswa.2023.120443
Haider, U, Hanif, M, Rashid, A & Hussain, SF 2023, 'Dictionary-enabled efficient training of ConvNets for image classification', Image and Vision Computing, vol. 135, 104718. https://doi.org/10.1016/j.imavis.2023.104718
Hassan, F, Hussain, SF & Qaisar, SM 2023, 'Fusion of multivariate EEG signals for schizophrenia detection using CNN and machine learning techniques', Information Fusion, vol. 92, pp. 466-478. https://doi.org/10.1016/j.inffus.2022.12.019
Zhang, T, Gao, Z, Liu, Z, Hussain, SF, Waqas, M, Halim, Z & Li, Y 2023, 'Infrared ship target segmentation based on Adversarial Domain Adaptation', Knowledge-Based Systems, vol. 265, 110344. https://doi.org/10.1016/j.knosys.2023.110344
Hanif, M, Tonazzini, A, Hussain, SF, Khalil, A & Habib, U 2023, 'Restoration and content analysis of ancient manuscripts via color space based segmentation', PLoS ONE, vol. 18, no. 3, e0282142. https://doi.org/10.1371/journal.pone.0282142
Wang, T, Liu, Z, Zhang, T, Hussain, SF, Waqas, M & Li, Y 2022, 'Adaptive feature fusion for time series classification', Knowledge-Based Systems, vol. 243, 108459. https://doi.org/10.1016/j.knosys.2022.108459
Azam, B, Khan, MJ, Bhatti, FA, Maud, ARM, Hussain, SF & Khurshid, K 2022, 'Aircraft detection in satellite imagery using deep learning-based object detectors', Microprocessors and Microsystems, vol. 94, 104630. https://doi.org/10.1016/j.micpro.2022.104630
Chapter
Hassan, F & Hussain, SF 2023, Review of EEG Signals Classification Using Machine Learning and Deep-Learning Techniques. in SM Qaisar, H Nisar & A Subasi (eds), Advances in Non-Invasive Biomedical Signal Sensing and Processing with Machine Learning. Springer International Publishing Cham, pp. 159-183. https://doi.org/10.1007/978-3-031-23239-8_7
Conference contribution
Jafri, R, Patil, S, Krishnakumar, P, Ali, SO, Ali, SA & Hussain, SF 2026, Multimodal Emotion Recognition and Contextual Analysis in Therapy Sessions Using Video Large Language Models. in C Stephanidis, M Antona, S Ntoa, G Margetis & G Salvendy (eds), HCI International 2025 – Late Breaking Posters: 27th International Conference on Human-Computer Interaction, HCII 2025, Gothenburg, Sweden, June 22–27, 2025, Proceedings, Part II. Communications in Computer and Information Science, vol. 2772 CCIS, Springer, pp. 110-120, 27th International Conference on Human-Computer Interaction, Gothenburg, Sweden, 22/06/25. https://doi.org/10.1007/978-3-032-12767-9_13
Aslam, MH, Hussain, SF & Ali, RH 2023, Predictive analysis on severity of Non-Alcoholic Fatty Liver Disease (NAFLD) using Machine Learning Algorithms. in 2022 17th International Conference on Emerging Technologies, ICET 2022. International Conference on Emerging Technologies, ICET, Institute of Electrical and Electronics Engineers (IEEE), pp. 95-100, 17th International Conference on Emerging Technologies, ICET 2022, Swabi, Pakistan, 29/11/22. https://doi.org/10.1109/ICET56601.2022.10004660
Review article
Haris, M, Yusoff, Y, Mohd Zain, A, Khattak, AS & Hussain, SF 2024, 'Breaking down multi-view clustering: A comprehensive review of multi-view approaches for complex data structures', Engineering Applications of Artificial Intelligence, vol. 132, 107857. https://doi.org/10.1016/j.engappai.2024.107857
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