Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation
Riyad Bin Rafiq, Weishi Shi, Mark V. Albert IJCAI 2024, the 33rd International Joint Conference on Artificial Intelligence
An LSTM-based Gesture-to-Speech Recognition System
Riyad Bin Rafiq, Syed Araib Karim, Mark V. Albert 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI)
Feasibility of PROMIS using computerized adaptive testing during inpatient rehabilitation
Riyad Bin Rafiq, Susan Yount, Sara Jerousek, Elliot J. Roth, David Cella, Mark V. Albert, Allen W. Heinemann Journal of Patient-Reported Outcomes 7 (1)
OptiFit: Computer-Vision-Based Smartphone Application to Measure the Foot from Images and 3D Scans
Riyad Bin Rafiq, Kazi Miftahul Hoque, Muhammad Ashad Kabir, Sayed Ahmed, Craig Laird Sensors 22 (23), 9554
Real-time Vision-based Bangla Sign Language Detection using Convolutional Neural Network
Riyad Bin Rafiq, S M Azizul Hakim, Thasina Tabashum 2021 International Conference on Advances in Computing and Communications (ICACC)
Validation Methods to Promote Real-world Applicability of Machine Learning in Medicine
Riyad Bin Rafiq, Francois Modave, Shion Guha, Mark V. Albert 2020 3rd International Conference on Digital Medicine and Image Processing
Book Chapter
Transfer Learning: Leveraging Trained Models on Novel Tasks
Riyad Bin Rafiq & Mark V. Albert Bridging Human Intelligence and Artificial Intelligence, Feb. 2022
Research Poster
A Gesture-to-Speech Recognition Mobile Application Prototype
Riyad Bin Rafiq, Syed Araib Karim, Annie Liu, Mark V. Albert Archives of Physical Medicine and Rehabilitation, Oct. 2021
