Noushath Shaffi

According to our database, Noushath Shaffi authored at least 25 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection.

Viswan Vimbi, Noushath Shaffi, Mufti Mahmud

Brain Informatics, December, 2024

Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification.

Noushath Shaffi, Viswan Vimbi, Mufti Mahmud

Brain Informatics, December, 2024

Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease.

Noushath Shaffi, Karthikeyan Subramanian, Viswan Vimbi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud

Int. J. Neural Syst., July, 2024

Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review.

Viswan Vimbi, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen

Cogn. Comput., January, 2024

VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer's Disease.

Noushath Shaffi, Viswan Vimbi, Mufti Mahmud

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function.

Faizal Hajamohideen, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Arwa Al Sariri, Viswan Vimbi, Abdelhamid Abdesselam

Brain Informatics, December, 2023

Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms.

Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease.

Viswan Vimbi, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Towards Automated Classification of Parkinson's Disease: Comparison of Machine Learning Methods using MRI and Acoustic Data.

Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Bagging the Best: A Hybrid SVM-KNN Ensemble for Accurate and Early Detection of Alzheimer's and Parkinson's Diseases.

Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen

Proceedings of the Brain Informatics - 16th International Conference, 2023

2022

Triplet-Loss Based Siamese Convolutional Neural Network for 4-Way Classification of Alzheimer's Disease.

Noushath Shaffi, Faizal Hajamohideen, Mufti Mahmud, Abdelhamid Abdesselam, Karthikeyan Subramanian, Arwa Al Sariri

Proceedings of the Brain Informatics - 15th International Conference, 2022

Ensemble Classifiers for a 4-Way Classification of Alzheimer's Disease.

Noushath Shaffi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud, Karthikeyan Subramanian

AII, 2022

2021

uTHCD: A New Benchmarking for Tamil Handwritten OCR.

Noushath Shaffi, Faizal Hajamohideen

IEEE Access, 2021

Few-Shot Learning for Tamil Handwritten Character Recognition Using Deep Siamese Convolutional Neural Network.

Noushath Shaffi, Faizal Hajamohideen

AII, 2021

2016

Kalanjiyam: Unconstrained Offline Tamil Handwritten Database.

Faizal Hajamohideen, Shaffi Noushath

Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

2013

Multimodal biometric fusion of face and palmprint at various levels.

Shaffi Noushath, Mohammad Imran, Karan Jetly, Ashok Rao, G. Hemantha Kumar

Proceedings of the International Conference on Advances in Computing, 2013

2012

Some Issues on Choices of Modalities for Multimodal Biometric Systems.

Mohammad Imran, Ashok Rao, Shaffi Noushath, G. Hemantha Kumar

Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

2010

e-PCP: A robust skew detection method for scanned document images.

Prasenjit Dey, Shaffi Noushath

Pattern Recognit., 2010

Subspace methods for face recognition.

Ashok Rao, Shaffi Noushath

Comput. Sci. Rev., 2010

Real-time embedded skew detection and frame removal.

Serene Banerjee, Shaffi Noushath, Pulkit Parikh, Ramachandrula Sitaram, Anjaneyulu Kuchibhotla, Avinash Sharma

Proceedings of the International Conference on Image Processing, 2010

2008

Fisher Linear Discriminant Analysis and Connectionist Model for Efficient Image Recognition.

Aradhya V. N. Manjunath, G. Hemantha Kumar, Shaffi Noushath

Proceedings of the Speech, 2008

Multilingual OCR system for South Indian scripts and English documents: An approach based on Fourier transform and principal component analysis.

Aradhya V. N. Manjunath, G. Hemantha Kumar, Shaffi Noushath

Eng. Appl. Artif. Intell., 2008

PaperDiff: A Script Independent Automatic Method for Finding the Text Differences Between Two Document Images.

Ramachandrula Sitaram, Gopal Datt Joshi, Shaffi Noushath, Pulkit Parikh, Vishal Gupta

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2006

(2D)²LDA: An efficient approach for face recognition.

Shaffi Noushath, G. Hemantha Kumar, P. Shivakumara

Pattern Recognit., 2006

Diagonal Fisher linear discriminant analysis for efficient face recognition.

Shaffi Noushath, G. Hemantha Kumar, P. Shivakumara

Neurocomputing, 2006