Karthikeyan Subramanian

According to our database, Karthikeyan Subramanian authored at least 10 papers between 2021 and 2024.

Collaborative distances:

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

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

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

Effective low capacity status prediction for cloud systems.

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

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021