Ramzan Basheer
I am a PhD student in the Department of Avionics at the Indian Institute of Space Science and Technology Thiruvananthapuram. I work on the topic of seizure detection from EEG data. My work focuses on multivariate time-series analysis using state space models and graph neural networks for the seizure detection task.
Experience
Senior Research Fellow
Junior Research Fellow
Assistant Professor
Assistant Professor
Associate Applications Developer
Systems Engineer
Education
Indian Institute of Space Science and Technology - Thiruvananthapuram
Indian Institute of Technology - Bombay
National Institute of Technology - Calicut
Publications
Akhila C.P. and Basheer, Ramzan. "RLS classification of hyperspectral image after fusion and recursive filtering."
In 2016 International Conference on Information Science (ICIS), pp. 149-155, 2016.
DOI: 10.1109/INFOSCI.2016.7845317
Basheer, Ramzan, Daraie, AH and Mishra, Deepak.
"Hypercube-S4GNN: A Multi-Edge Graph Approach Using State Space Models on Multivariate EEG for Seizure Detection."
In 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), pp. 1-6, 2024.
DOI: 10.1109/MLSP58920.2024.10734832
Ap, Jasna and Basheer, Ramzan. "A Multitemporal Approach for Cloud Removal from Satellite Images." IJCTER, 2016.
Basheer, Ramzan and Mishra, Deepak.
"Current Symmetry Group Equivariant Convolution Frameworks for Representation Learning."
arXiv preprint arXiv:2409.07327, 2024.
Available at: arXiv:2409.07327
Skills
- Python Programming
- Machine Learning
- Deep Learning
- PyTorch & TensorFlow
- Model Training & Evaluation
- Data Visualization with TensorBoard
Certifications
- Deep Learning Specialization- Coursera
- Mathematics for Machine Learning Specialization- Coursera
- Google Professional Certification- IT Automation with Python