500 citations · 667 across the 9 of their papers we have counts for
10 papers
Generative Adversarial Networks for Imputing Sparse Learning Performance
Liang Zhang, Mohammed Yeasin, Jionghao Lin +2
Learning performance data, such as correct or incorrect responses to questions in Intelligent Tutoring Systems (ITSs) is crucial for tracking and assessing the learners' progress a…
SPL: A Socratic Playground for Learning Powered by Large Language Model
Liang Zhang, Jionghao Lin, Ziyi Kuang +2
Dialogue-based Intelligent Tutoring Systems (ITSs) have significantly advanced adaptive and personalized learning by automating sophisticated human tutoring strategies within inter…
Virtual Experience to Real World Application: Sidewalk Obstacle Avoidance Using Reinforcement Learning for Visually Impaired
Faruk Ahmed, Md Sultan Mahmud, Kazi Ashraf Moinuddin +2
Finding a path free from obstacles that poses minimal risk is critical for safe navigation. People who are sighted and people who are visually impaired require navigation safety wh…
Eigen-CAM: Class Activation Map using Principal Components
Mohammed Bany Muhammad, Mohammed Yeasin
Deep neural networks are ubiquitous due to the ease of developing models and their influence on other domains. At the heart of this progress is convolutional neural networks (CNNs)…
Toward Building Safer Smart Homes for the People with Disabilities
Shahinur Alam, Md Sultan Mahmud, Mohammed Yeasin
Situational awareness is a critical foundation for the protection of human life/properties and is challenging to maintain for people with disabilities (i.e., visual impairments and…
Robust Modeling of Epistemic Mental States
AKMMahbubur Rahman, ASM Iftekhar Anam, Mohammed Yeasin
This work identifies and advances some research challenges in the analysis of facial features and their temporal dynamics with epistemic mental states in dyadic conversations. Epis…
SafeNet: An Assistive Solution to Assess Incoming Threats for Premises
Shahinur Alam, Md Sultan Mahmud, Mohammed Yeasin
An assistive solution to assess incoming threats (e.g., robbery, burglary, gun violence) for homes will enhance the safety of the people with or without disabilities. This paper pr…
Person Identification with Visual Summary for a Safe Access to a Smart Home
Shahinur Alam, Mohammed Yeasin
SafeAccess is an integrated system designed to provide easier and safer access to a smart home for people with or without disabilities. The system is designed to enhance safety and…
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks
Pouya Bashivan, Irina Rish, Mohammed Yeasin +1
One of the challenges in modeling cognitive events from electroencephalogram (EEG) data is finding representations that are invariant to inter- and intra-subject differences, as we…
Prosody Based Co-analysis for Continuous Recognition of Coverbal Gestures
Sanshzar Kettebekov, Mohammed Yeasin, Rajeev Sharma
Although speech and gesture recognition has been studied extensively, all the successful attempts of combining them in the unified framework were semantically motivated, e.g., keyw…