Electrical & Electronic Engineering

Mr. Faisal Farhan

Research Interests

• Machine Learning
• Applied Artificial Intelligence
• Signal Processing
• Speech Processing
• Brain Computer Interface

Educational Background

• Bachelor of Science (BSc), (Electrical & Electronic Engineering), Ahsanullah University of Science & Technology

Honors and Achievements

• Dean’s List Award for Academic Excellence, Ahsanullah University of Science & Technology, 2021

Publications

1. High Accuracy Swin Transformers for Image-based Wafer Map Defect Detection, International Journal of Engineering and Manufacturing(IJEM), 2022, MECS Press. URL
2. Recent Advances in Computer-Aided Medical Diagnosis Using Machine Learning Algorithms with Optimization Techniques, IEEE Access, 2021, IEEE Access. URL
3. Electroencephalogram (EEG) brainwave signal-based emotion recognition using extreme gradient boosting algorithm, Annals of Engineering, 2020. URL

1. ANN based approach to predict criminal trends in Bangladesh, 2022, IEEE. URL
2. A Performance Evaluation of Machine Learning Models on Human Activity Identification (HAI), International Conference on Soft Computing and Pattern Recognition, 2021, Springer International Publishing. URL