Recent publications
Article
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
Hussain, SF, Hussain, G & Rahman, N 2022, 'Artificial neural network modelling and optimization of elastic and an-elastic spring back in polymer parts produced through ISF', International Journal of Advanced Manufacturing Technology, vol. 118, no. 7-8, pp. 2163–2176. https://doi.org/10.1007/s00170-021-08054-7
Hanif, M, Tonazzini, A, Hussain, SF, Habib, U, Salerno, E, Savino, P & Halim, Z 2022, 'Blind bleed-through removal in color ancient manuscripts', Multimedia Tools and Applications. https://doi.org/10.1007/s11042-022-13755-6
Hussain, SF, Butt, IA, Hanif, M & Anwar, S 2022, 'Clustering uncertain graphs using ant colony optimization (ACO)', Neural Computing and Applications, vol. 34, no. 14, pp. 11721-11738. https://doi.org/10.1007/s00521-022-07063-1
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
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, 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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