Karthikeyan Subramanian

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Convolutional Neural Network

Top Venues

ESEC/SIGSOFT FSE

Brain Informatics

Publications

Vimbi Viswan, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review. Cogn. Comput. 16 (1) (2024)
Noushath Shaffi, Vimbi Viswan, 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)
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) (2023)
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)
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)
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)
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)
Noushath Shaffi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud, Karthikeyan Subramanian
Ensemble Classifiers for a 4-Way Classification of Alzheimer's Disease. AII (2022)
Hang Dong, Si Qin, Yong Xu, Bo Qiao, Shandan Zhou, Xian Yang, Chuan Luo, Pu Zhao, Qingwei Lin, Hongyu Zhang, Abulikemu Abuduweili, Sanjay Ramanujan, Karthikeyan Subramanian, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang, Thomas Moscibroda
Effective low capacity status prediction for cloud systems. ESEC/SIGSOFT FSE (2021)