Journal Articles (8)
- 1. Islam, Md Robiul; Nahiduzzaman, Md; Goni, Md Omaer Faruq; Sayeed, Abu; Anower, Md Shamim; Ahsan, Mominul; Haider, Julfikar;; "Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images", Sensor (Q2), MDPI, 2022
- 2. Al Abir, Fuad; Shovan, SM; Hasan, Md Al Mehedi; Sayeed, Abu; Shin, Jungpil;; "Biomarker identification by reversing the learning mechanism of an autoencoder and recursive feature elimination", Molecular Omics, Royal Society of Chemistry, 2022
- 3. Ghosh, Utshab Kumar; Al Abir, Fuad; Rifaat, Nahian; Shovan, SM; Sayeed, Abu; Hasan, Md Al Mehedi;; "Most dominant metabolomic biomarkers identification for lung cancer", Informatics in Medicine Unlocked, Elsivier (Q2), 2022
- 4. Sayeed, Abu; Shin, Jungpil; Hasan, Md Al Mehedi; Srizon, Azmain Yakin; Hasan, Md Mehedi;; "BengaliNet: A Low-Cost Novel Convolutional Neural Network for Bengali Handwritten Characters Recognition", Applied Sciences (Q1), MDPI, 2021
- 5. Abir, Fuad Al; Siam, Md Al; Sayeed, Abu; Hasan, Md Al Mehedi; Shin, Jungpil;; "Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique", Sensor (Q2), MDPI, 2021
- 6. Abu Sayeed, Md. Ali Hossain and Md. Rabiul Islam; "A Comparative Analysis on the Task of Classification for Remote Sensing Hyperspectral Data”", Journal of Engineering and Applied Science, 2019
- 7. Abu Sayeed, Saad Ahmed Sadi; "Driver Drowsiness Detection Using Face Monitoring and Pressure Measurement", Research & Reviews: A Journal of Embeded System & Applications, 2017
- 8. Abu Sayeed, Abhijeet Saha, Md. Rabiul Islam; "Gait Based Person Identification Using Kohonen Self-Organizing Mapping Technique", Current Trends in Information Technology, 2015
Conference Papers (20)
- 1. Jannat, Tasmia; Sayeed, Abu;; "Dimension Reduction Using Supervised LDA and Unsupervised PCA and 3D CNN for Classification of Hyper-spectral Image", 6th International Conference on Engineering Research, Innovation and Education Shahjalal University of Science and Technology Sylhet, Bangladesh, February 26-28, 2021, 2021
- 2. Sadia, Rabeya Tus; Sayeed, Abu; Hasan, Md Al Mehedi;; "Classification of Skin Lesions Using Transfer-learned CNN and Feature Concatenation", 6th International Conference on Engineering Research, Innovation and Education Shahjalal University of Science and Technology Sylhet, Bangladesh, February 26-28, 2021, 2021
- 3. Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi;; "High performance classification of caltech-101 with a transfer learned deep convolutional neural network", 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE, 2021
- 4. Hasan, Md Mehedi; Hossain, Md Ali; Srizon, Azmain Yakin; Sayeed, Abu; Ahmed, Mohiuddin; Haquek, Md Rakibul;; "Improving Performance of a Pre-trained ResNet-50 Based VGGFace Recognition System by Utilizing Retraining as a Heuristic Step", 2021 24th International Conference on Computer and Information Technology (ICCIT), IEEE, 2021
- 5. Md. Mahmudul Hasan Sabbir, Abu Sayeed, Md. Ahsan-Uz-Zaman Jamee; "Diabetic Retinopathy Detection using Texture Features and Ensemble Learning", 2020 IEEE Region 10 Symposium (TENSYMP), 2020
- 6. Md. Robiul Islam, Md. Al Mehedi Hasan, Abu Sayeed; "Transfer Learning based Diabetic Retinopathy Detection with a Novel Preprocessed Layer", 2020 IEEE Region 10 Symposium (TENSYMP), 2020
- 7. Asif Ahmmed Joy, Md. Al Mehedi Hasan, Abu Sayeed; "An Improved Class-wise Principal Component Analysis Based Feature Extraction Framework for Hyperspectral Image Classification", International Conference on Computing Advancements (ICCA), 2020
- 8. Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi;; "Bengali Handwritten Compound Characters Recognition by Utilizing Transfer Learning", IEEE, 2020 11th International Conference on Electrical and Computer Engineering, 2020
- 9. Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi;; "Classification of American Sign Language by Applying a Transfer Learned Deep Convolutional Neural Network", 2020 23rd International Conference on Computer and Information Technology (IICT)), 2020
- 10. Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi;; "High-Performance Object Recognition by Employing a Transfer Learned Deep Convolutional Neural Network", 2020 11th International Conference on Electrical and Computer Engineering (ICECE), 2020
- 11. Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi;; "-Handwritten Numerals Recognition by Employing a Transfer Learned Deep Convolution Neural Network for Diverse Literature", 2020 11th International Conference on Electrical and Computer Engineering (ICECE), 2020
- 12. Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi;; "Bengali Handwritten Isolated Compound Characters Recognition by Applying Transfer Learned Deep Convolutional Neural Network", 2020 23rd International Conference on Computer and Information Technology (ICCIT), 2020
- 13. Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi;; "Accurate Recognition of Leukemia Sub-types by Utilizing a Transfer Learned Deep Convolutional Neural Network", 2020 11th International Conference on Electrical and Computer Engineering (ICECE), IEEE, 2020
- 14. Rahim, Md Abdur; Miah, Abu Saleh Musa; Sayeed, Abu; Shin, Jungpil;; "Hand Gesture Recognition Based on Optimal Segmentation in Human-Computer Interaction", 2020 3rd IEEE International Conference on Knowledge Innovation and Invention (ICKII), Taiwan, 2020
- 15. Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi;; "Classification of sign language characters by applying a deep convolutional neural network", 2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT), IEEE, 2020
- 16. Sayeed, Abu; Hasan, Md Mehedi; Srizon, Azmain Yakin;; "Bengali Sign Language Characters Recognition by Utilizing Transfer Learned Deep Convolutional Neural Network", 2020 11th International Conference on Electrical and Computer Engineering (ICECE), IEEE, 2020
- 17. Abu Sayeed, Abdul Alim, Md Ali Hossain, Md. Farukuzzaman Faruk; "Target Class Oriented Subspace Detection for Hyperspectral Image Classification by Using Mutual Information and Cross Cumulative Residual Entropy", IEEE Region 10 Symposium (TENSYMP), 2019
- 18. Abu Sayeed, Md. Ali Hossain, Md Rabiul Islam,; "Feature Selection and Comparative Analysis of the Supervised Learning Model for Hyperspectral Image Classification", 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019
- 19. Faruk, Md Farukuzzaman; Sayeed, Abu;; "K-mer Based DNA Methylation Status Prediction Using Support Vector Machine", 2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), 2019
- 20. Sagor Bakchy, Abu Sayeed, Rabiul Islam; "Human Identification on the Basis of Gait Analysis Using Kohonen Self-Organizing Mapping Technique", 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), 2016