Noushath Shaffi

18 papers B 1Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multimodal fusion and explainability of artificial intelligence models in Alzheimer's Disease detection.
Brain Informatics
Vimbi Viswan, Noushath Shaffi, Malathy Emperuman, Chemmalar Selvi G., B. R. Kavitha, Abdelhamid Abdesselam, Shuqiang Wang, Ponnuthurai N. Suganthan, Ibrahim Al Shezawi, Mufti Mahmud
2025 J jnl
Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection.
Cogn. Comput.
Vimbi Viswan, Noushath Shaffi, Mohamed A. K. Sadiq, Srinivasa Rao Sirasanagandla, V. N. Manjunath Aradhya, M. Shamim Kaiser, Shuqiang Wang, Mufti Mahmud
2025 — conf
Preventive Healthcare Through Privacy-Preserving, Explainable and Inclusive Artificial Intelligence.
HCI (77)
Mufti Mahmud, David J. Brown, Yuan Shen, Muhammad Arifur Rahman, Jun He, M. Shamim Kaiser, Hamzah Luqman, Sajib Mistry, Noushath Shaffi, Vimbi Viswan, M. Mostafizur Rahman, Shamim Al Mamun, Tamanna Sharmeen, Rasha Alahmad, V. N. Manjunath Aradhya, Mohammad Farukh Hashmi, Shuqiang Wang, Cosimo Ieracitano, Nadia Mammone, Maryam Doborjeh, Kanad Ray
2024 J jnl
Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification.
Brain Informatics
Noushath Shaffi, Vimbi Viswan, Mufti Mahmud
2024 J jnl
Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review.
Cogn. Comput.
Vimbi Viswan, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
2024 J jnl
Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection.
Brain Informatics
Vimbi Viswan, Noushath Shaffi, Mufti Mahmud
2024 J jnl
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease.
Int. J. Neural Syst.
Noushath Shaffi, Karthikeyan Subramanian, Vimbi Viswan, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud
2024 B conf
VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer's Disease.
IJCNN
Noushath Shaffi, Vimbi Viswan, Mufti Mahmud
2023 — conf
A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease.
SSCI
Vimbi Viswan, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
2023 — conf
Bagging the Best: A Hybrid SVM-KNN Ensemble for Accurate and Early Detection of Alzheimer's and Parkinson's Diseases.
BI
Noushath Shaffi, Vimbi Viswan, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
2023 J jnl
Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function.
Brain Informatics
Faizal Hajamohideen, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Arwa Al Sariri, Vimbi Viswan, Abdelhamid Abdesselam
2023 — conf
Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms.
WI/IAT
Noushath Shaffi, Vimbi Viswan, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian
2023 — conf
Towards Automated Classification of Parkinson's Disease: Comparison of Machine Learning Methods using MRI and Acoustic Data.
SSCI
Noushath Shaffi, Vimbi Viswan, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian
2022 — conf
Ensemble Classifiers for a 4-Way Classification of Alzheimer's Disease.
AII
Noushath Shaffi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud, Karthikeyan Subramanian
2022 — conf
Triplet-Loss Based Siamese Convolutional Neural Network for 4-Way Classification of Alzheimer's Disease.
BI
Noushath Shaffi, Faizal Hajamohideen, Mufti Mahmud, Abdelhamid Abdesselam, Karthikeyan Subramanian, Arwa Al Sariri
2021 — conf
Few-Shot Learning for Tamil Handwritten Character Recognition Using Deep Siamese Convolutional Neural Network.
AII
Noushath Shaffi, Faizal Hajamohideen
2021 J jnl
uTHCD: A New Benchmarking for Tamil Handwritten OCR.
IEEE Access
Noushath Shaffi, Faizal Hajamohideen
2021 J jnl
uTHCD: A New Benchmarking for Tamil Handwritten OCR.
CoRR
Noushath Shaffi, Faizal Hajamohideen