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ORCIDNoushath Shaffi
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2020 – today
- 2024
[j11]Viswan Vimbi
, Noushath Shaffi, Mufti Mahmud:
Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection. Brain Informatics 11(1): 10 (2024)- [j10]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud:
Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification. Brain Informatics 11(1): 25 (2024) - [j9]Viswan Vimbi, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen:
Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review. Cogn. Comput. 16(1): 1-44 (2024) - [j8]Noushath Shaffi, Karthikeyan Subramanian, Viswan Vimbi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud:
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease. Int. J. Neural Syst. 34(7): 2450029:1-2450029:17 (2024) - [c13]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud:
VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer's Disease. IJCNN 2024: 1-8 - 2023
- [j7]Faizal Hajamohideen, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Arwa Al Sariri, Viswan Vimbi, Abdelhamid Abdesselam:
Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function. Brain Informatics 10(1): 5 (2023) - [c12]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen:
Bagging the Best: A Hybrid SVM-KNN Ensemble for Accurate and Early Detection of Alzheimer's and Parkinson's Diseases. BI 2023: 443-455 - [c11]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian:
Towards Automated Classification of Parkinson's Disease: Comparison of Machine Learning Methods using MRI and Acoustic Data. SSCI 2023: 1328-1333 - [c10]Viswan Vimbi, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen:
A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease. SSCI 2023: 1334-1339 - [c9]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian:
Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms. WI/IAT 2023: 496-502 - 2022
- [c8]Noushath Shaffi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud, Karthikeyan Subramanian:
Ensemble Classifiers for a 4-Way Classification of Alzheimer's Disease. AII 2022: 219-230 - [c7]Noushath Shaffi, Faizal Hajamohideen, Mufti Mahmud, Abdelhamid Abdesselam, Karthikeyan Subramanian, Arwa Al Sariri:
Triplet-Loss Based Siamese Convolutional Neural Network for 4-Way Classification of Alzheimer's Disease. BI 2022: 277-287 - 2021
- [j6]Noushath Shaffi, Faizal Hajamohideen:
uTHCD: A New Benchmarking for Tamil Handwritten OCR. IEEE Access 9: 101469-101493 (2021) - [c6]Noushath Shaffi, Faizal Hajamohideen:
Few-Shot Learning for Tamil Handwritten Character Recognition Using Deep Siamese Convolutional Neural Network. AII 2021: 204-215 - [i1]Noushath Shaffi, Faizal Hajamohideen:
uTHCD: A New Benchmarking for Tamil Handwritten OCR. CoRR abs/2103.07676 (2021)
2010 – 2019
- 2016
- [c5]Faizal Hajamohideen, Shaffi Noushath:
Kalanjiyam: Unconstrained Offline Tamil Handwritten Database. ICVGIP Workshops 2016: 277-287 - 2013
- [c4]Shaffi Noushath, Mohammad Imran, Karan Jetly, Ashok Rao, G. Hemantha Kumar:
Multimodal biometric fusion of face and palmprint at various levels. ICACCI 2013: 1793-1798 - 2012
- [c3]Mohammad Imran, Ashok Rao, Shaffi Noushath, G. Hemantha Kumar:
Some Issues on Choices of Modalities for Multimodal Biometric Systems. SocProS 2012: 1513-1523 - 2010
- [j5]Ashok Rao, Shaffi Noushath:
Subspace methods for face recognition. Comput. Sci. Rev. 4(1): 1-17 (2010) - [j4]Prasenjit Dey, Shaffi Noushath:
e-PCP: A robust skew detection method for scanned document images. Pattern Recognit. 43(3): 937-948 (2010) - [c2]Serene Banerjee, Shaffi Noushath, Pulkit Parikh, Ramachandrula Sitaram, Anjaneyulu Kuchibhotla, Avinash Sharma:
Real-time embedded skew detection and frame removal. ICIP 2010: 2181-2184
2000 – 2009
- 2008
- [j3]Aradhya V. N. Manjunath, G. Hemantha Kumar, Shaffi Noushath:
Multilingual OCR system for South Indian scripts and English documents: An approach based on Fourier transform and principal component analysis. Eng. Appl. Artif. Intell. 21(4): 658-668 (2008) - [c1]Ramachandrula Sitaram, Gopal Datt Joshi, Shaffi Noushath, Pulkit Parikh, Vishal Gupta:
PaperDiff: A Script Independent Automatic Method for Finding the Text Differences Between Two Document Images. Document Analysis Systems 2008: 585-590 - [p1]Aradhya V. N. Manjunath, G. Hemantha Kumar, Shaffi Noushath:
Fisher Linear Discriminant Analysis and Connectionist Model for Efficient Image Recognition. Speech, Audio, Image and Biomedical Signal Processing using Neural Networks 2008: 269-282 - 2006
- [j2]Shaffi Noushath, G. Hemantha Kumar, P. Shivakumara:
Diagonal Fisher linear discriminant analysis for efficient face recognition. Neurocomputing 69(13-15): 1711-1716 (2006) - [j1]Shaffi Noushath, G. Hemantha Kumar, P. Shivakumara:
(2D)2LDA: An efficient approach for face recognition. Pattern Recognit. 39(7): 1396-1400 (2006)
Coauthor Index
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