| Application of deep learning for retinal image analysis: A review M Badar, M Haris, A Fatima Computer Science Review 35, 100203, 2020 | 163 | 2020 |
| Simultaneous segmentation of multiple retinal pathologies using fully convolutional deep neural network M Badar, M Shahzad, MM Fraz Medical Image Understanding and Analysis: 22nd Conference, MIUA 2018 …, 2018 | 29 | 2018 |
| Computational methods for exudates detection and macular edema estimation in retinal images: a survey MM Fraz, M Badar, AW Malik, SA Barman Archives of Computational Methods in Engineering 26 (4), 1193-1220, 2019 | 21 | 2019 |
| A review of the role of causality in developing trustworthy ai systems N Ganguly, D Fazlija, M Badar, M Fisichella, S Sikdar, J Schrader, ... arXiv preprint arXiv:2302.06975, 2023 | 11 | 2023 |
| Modeling safest and optimal emergency evacuation plan for large-scale pedestrians environments M Haris, I Mahmood, M Badar, MSQ Alvi 2018 Winter Simulation Conference (WSC), 917-928, 2018 | 9 | 2018 |
| Application of deep learning for retinal image analysis: a review. Comput Sci Rev 35: 100203 M Badar, M Haris, A Fatima | 8 | 2020 |
| FAC-fed: Federated adaptation for fairness and concept drift aware stream classification M Badar, W Nejdl, M Fisichella Machine Learning 112 (8), 2761-2786, 2023 | 4 | 2023 |
| Discrimination and Class Imbalance Aware Online Naive Bayes M Badar, M Fisichella, V Iosifidis, W Nejdl arXiv preprint arXiv:2211.04812, 2022 | 1 | 2022 |
| Segmentation of ocular pathologies using deep convolutional neural network M Haris, M Badar, A Khalid, A Fatima 2019 International Conference on Electrical, Communication, and Computer …, 2019 | 1 | 2019 |
| FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning M Badar, S Sikdar, W Nejdl, M Fisichella Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 10962 …, 2024 | | 2024 |
| Fair-CMNB: Advancing Fairness-Aware Stream Learning with Naïve Bayes and Multi-Objective Optimization M Badar, M Fisichella Big Data and Cognitive Computing 8 (2), 16, 2024 | | 2024 |
