Papers

PhD Research

Full-updated list can be found at Google Scholar
C = Conference, J = Journal, W = Workshop, P = Preprint, T =Thesis


Research is ongoing, this section will be updated very soon.

Undergrad Papers

[P1] HeartNet: Self Multi-Head Attention Mechanism via Convolutional Network with Adversarial Data Synthesis for ECG-based Arrhythmia Classification

Taki Hasan Rafi, and Young-Woong Ko

Preprint


[J1] Recent Advances in Computer-Aided Medical Diagnosis Using Machine Learning Algorithms with Optimization Techniques

Taki Hasan Rafi, Raed M. Shubair, Faisal Farhan, MD. Ziaul Houqe, and Farhan Mohd Quayyum

IEEE Access


[T] Environmental Sound Recognition with Spiking Neural Network

Taki Hasan Rafi, Syed Tashfi Nowroz, Sayma Saera Rahman, Nadim Khandakar, and Monjur Morshed

Undergrad Thesis


[C1] An Ensemble Deep Transfer-Learning Approach to Identify COVID-19 Cases from Chest X-ray Images

Taki Hasan Rafi

17th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology

(CIBCB)