Publications

Journals

  1. RA Bhuiyan, Shams Tarek, and Hongda Tian, “Enhanced Bag-of-Words Representation for Human Activity Recognition using Mobile Sensor Data”, Signal, Image and Video Processing (SIViP), Springer Nature, pp. 1-8, 2021.
    SCIE || Impact Factor: 2.157

  2. RA Bhuiyan, AK Kundu, SR Shafi, and A matin, “A Bag-of-Words Based Feature Extraction Scheme for American Sign Language Number Recognition from Hand Gesture Images”, International Journal of Machine Learning and Computing (IJMLC), vol. 11, no. 1, pp. 85-91, 2021.
    Indexing: Scopus

  3. RA Bhuiyan, N Ahmed, Md Amiruzzaman, and MR Islam, “A Robust Feature Extraction Model for Human Activity Characterization using 3-Axis Accelerometer and Gyroscope Data”, Sensors, MDPI, 2020; 20(23):6990.
    SCIE || Impact Factor: 3.576

Conferences

  1. RA Bhuiyan, Md Amiruzzaman, N Ahmed, and MR Islam, “Efficient Frequency Domain Feature Extraction Model using LDA for Human Daily Living Activity Recognition”, 2020 IEEE 3rd International Conference on Knowledge Innovation and Invention (IEEE-ICKII), National University of Kaohsiung, Taiwan, 2020, pp. 344—347.

  2. A Matin, RA Bhuiyan, SR Shafi, AK Kundu, and MU Islam, “A Hybrid Scheme Using PCA and ICA Based Statistical Feature for Epileptic Seizure Recognition from EEG Signal”, Joint 2019 IEEE 8th International Conference on Informatics, Electronics, and Vision (IEEE-ICIEV) and 3rd International Conference on Imaging, Vision, and Pattern Recognition (IEEE-IVPR), Eastern Washington University, USA, 2019, pp. 301--306. [Was in Best Paper Award Shortlist]

  3. MR Islam, UK Mitu, RA Bhuiyan, and J Shin, “Hand Gesture Feature Extraction Using Deep Convolutional Neural Network for Recognizing American Sign Language”, 2018 IEEE 4th International Conference on Frontiers of Signal Processing (IEEE-ICFSP), France, 2018, pp. 115--119.

  4. MR Islam, RA Bhuiyan, N Ahmed, and MR Islam, “PCA and ICA Based Hybrid Dimension Reduction Model for Cardiac Arrhythmia Disease Diagnosis”, 2018 IEEE 10th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management (IEEE-HNICEM), Philippines, 2018, pp. 1--7.

  5. RA Bhuiyan, AK Tushar, A Ashiquzzaman, J Shin, MR Islam, “Reduction of gesture feature dimension for improving the hand gesture recognition performance of numerical sign language”, 2017 IEEE 20th International Conference of Computer and Information Technology (IEEE-ICCIT), Bangladesh, 2017, pp. 1--6.