| Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detection V Vimbi, N Shaffi, M Mahmud Brain Informatics 11 (1), 10, 2024 | 290 | 2024 |
| (2D) 2LDA: An efficient approach for face recognition S Noushath, GH Kumar, P Shivakumara Pattern recognition 39 (7), 1396-1400, 2006 | 200 | 2006 |
| Explainable artificial intelligence in Alzheimer’s disease classification: A systematic review V Viswan, N Shaffi, M Mahmud, K Subramanian, F Hajamohideen Cognitive Computation 16 (1), 1-44, 2024 | 152 | 2024 |
| Four-way classification of Alzheimer’s disease using deep Siamese convolutional neural network with triplet-loss function F Hajamohideen, N Shaffi, M Mahmud, K Subramanian, A Al Sariri, ... Brain Informatics 10 (1), 5, 2023 | 104 | 2023 |
| Multilingual OCR system for South Indian scripts and English documents: An approach based on Fourier transform and principal component analysis VNM Aradhya, GH Kumar, S Noushath Engineering Applications of Artificial Intelligence 21 (4), 658-668, 2008 | 83 | 2008 |
| Subspace methods for face recognition A Rao, S Noushath Computer Science Review 4 (1), 1-17, 2010 | 75 | 2010 |
| Diagonal Fisher linear discriminant analysis for efficient face recognition S Noushath, GH Kumar, P Shivakumara Neurocomputing 69 (13-15), 1711-1716, 2006 | 63 | 2006 |
| Robust unconstrained handwritten digit recognition using radon transform VNM Aradhya, GH Kumar, S Noushath 2007 International conference on signal processing, communications and …, 2007 | 51 | 2007 |
| uTHCD: a new benchmarking for Tamil handwritten OCR N Shaffi, F Hajamohideen IEEE Access 9, 101469-101493, 2021 | 42 | 2021 |
| e-PCP: A robust skew detection method for scanned document images P Dey, S Noushath Pattern Recognition 43 (3), 937-948, 2010 | 38 | 2010 |
| Triplet-loss based Siamese convolutional neural network for 4-way classification of Alzheimer’s disease N Shaffi, F Hajamohideen, M Mahmud, A Abdesselam, K Subramanian, ... International Conference on Brain Informatics, 277-287, 2022 | 36 | 2022 |
| Ensemble classifiers for a 4-way classification of Alzheimer’s disease N Shaffi, F Hajamohideen, A Abdesselam, M Mahmud, K Subramanian International Conference on Applied Intelligence and Informatics, 219-230, 2022 | 29 | 2022 |
| Performance evaluation of deep, shallow and ensemble machine learning methods for the automated classification of Alzheimer’s disease N Shaffi, K Subramanian, V Vimbi, F Hajamohideen, A Abdesselam, ... International journal of neural systems 34 (07), 2450029, 2024 | 28 | 2024 |
| Ensemble of vision transformer architectures for efficient Alzheimer’s Disease classification N Shaffi, V Viswan, M Mahmud Brain Informatics 11 (1), 25, 2024 | 25 | 2024 |
| Edge detection S Banerjee, N Shaffi, P Parikh US Patent 8,559,748, 2013 | 20 | 2013 |
| Skew detection S Ramachandrula, S Banerjee, P Parikh, N Shaffi, ASR Kuchibhotla, ... US Patent 9,160,885, 2015 | 18 | 2015 |
| Exploring intervention techniques for Alzheimer’s disease: Conventional methods and the role of AI in advancing care K Subramanian, F Hajamohideen, V Viswan, N Shaffi, M Mahmud Artificial Intelligence and Applications 2 (2), 59-77, 2024 | 17 | 2024 |
| A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease V Viswan, N Shaffi, M Mahmud, K Subramanian, F Hajamohideen 2023 IEEE symposium series on computational intelligence (SSCI), 1334-1339, 2023 | 16 | 2023 |
| Bagging the best: a hybrid SVM-KNN ensemble for accurate and early detection of Alzheimer’s and Parkinson’s diseases N Shaffi, V Vimbi, M Mahmud, K Subramanian, F Hajamohideen International Conference on Brain Informatics, 443-455, 2023 | 16 | 2023 |
| Four‑way classification of Alzheimer’s disease using deep siamese convolutional neural network with triplet‑loss function. Brain Inf 10 (5): 1–12 F Hajamohideen, N Shaffi, M Mahmud, K Subramanian, A Al Sariri, ... | 15 | 2023 |
Mufti Mahmud, PhDKing Fahd University of Petroleum and Minerals, Saudi ArabiaVerified email at kfupm.edu.sa
