Mining numerical association rules via multi-objective genetic algorithms. - Behrouz Minaei-Bidgoli; Roghayeh Barmaki; Mahdi Nasiri (Inf. Sci., 2013)

Negotiations in Holonic Multi-agent Systems. - Rahmatollah Beheshti; Roghayeh Barmaki; Nasser Mozayani (ANAC@AAMAS, 2014)

Nonverbal Communication and Teaching Performance. - Roghayeh Barmaki (EDM, 2014)

Multimodal Assessment of Teaching Behavior in Immersive Rehearsal Environment-TeachLivE. - Roghayeh Barmaki (ICMI, 2015)

Providing Real-time Feedback for Student Teachers in a Virtual Rehearsal Environment. - Roghayeh Barmaki; Charles E. Hughes (ICMI, 2015)

A case study to track teacher gestures and performance in a virtual learning environment. - Roghayeh Barmaki; Charles E. Hughes (LAK, 2015)

Improving Social Communication Skills Using Kinesics Feedback. - Roghayeh Barmaki (CHI Extended Abstracts, 2016)

Towards the Understanding of Gestures and Vocalization Coordination in Teaching Context. - Roghayeh Barmaki; Charles E. Hughes (EDM, 2016)

Empirical Study of Non-Reversing Magic Mirrors for Augmented Reality Anatomy Learning. - Felix Bork; Roghayeh Barmaki; Ulrich Eck; Kevin Yu; Christian Sandor; Nassir Navab (ISMAR, 2017)

Exploring non-reversing magic mirrors for screen-based augmented reality systems. - Felix Bork; Roghayeh Barmaki; Ulrich Eck; Pascal Fallavollita; Bernhard Fuerst; Nassir Navab (VR, 2017)

Gesturing and Embodiment in Teaching: Investigating the Nonverbal ‎Behavior of Teachers in a Virtual Rehearsal Environment ‎. - Roghayeh Barmaki; Charles E. Hughes (AAAI, 2018)

Embodiment analytics of practicing teachers in a virtual immersive environment. - Roghayeh Barmaki; Charles E. Hughes (J. Comput. Assist. Learn., 2018)

Collaboration Analysis Using Object Detection. - Zhang Guo; Roghayeh Barmaki (EDM, 2019)

[DC] Learning Tornado Formation via Collaborative Mixed Reality. - Yan-Ming Chiou; Roghayeh Barmaki (VR, 2019)

Collaboration Analysis Using Deep Learning. - Zhang Guo; Kevin Yu; Rebecca Pearlman; Nassir Navab; Roghayeh Barmaki (CoRR, 2019)

Augment Yourself: Mixed Reality Self-Augmentation Using Optical See-through Head-mounted Displays and Physical Mirrors. - Mathias Unberath; Kevin Yu; Roghayeh Barmaki; Alex Johnson; Nassir Navab (CoRR, 2020)

When Virtual Therapy and Art Meet: A Case Study of Creative Drawing Game in Virtual Environments. - Lauren Baron; Brian A. Cohn; Roghayeh Barmaki (CoRR, 2020)

Deep neural networks for collaborative learning analytics: Evaluating team collaborations using student gaze point prediction. - Zhang Guo; Roghayeh Barmaki (CoRR, 2020)

A Two-stage Multi-modal Affect Analysis Framework for Children with Autism Spectrum Disorder. - Jicheng Li; Anjana Bhat; Roghayeh Barmaki (AffCon@AAAI, 2021)

An Automated Mutual Gaze Detection Framework for Social Behavior Assessment in Therapy for Children with Autism. - Zhang Guo; Kangsoo Kim; Anjana Bhat; Roghayeh Barmaki (ICMI, 2021)

Improving the Movement Synchrony Estimation with Action Quality Assessment in Children Play Therapy. - Jicheng Li; Anjana Bhat; Roghayeh Barmaki (ICMI, 2021)

Enjoyable Physical Therapy Experience with Interactive Drawing Games in Immersive Virtual Reality. - Lauren Baron; Qile Wang; Sydney Segear; Brian A. Cohn; Kangsoo Kim; Roghayeh Barmaki (SUI, 2021)

An LSL-Middleware Prototype for VR/AR Data Collection. - Qile Wang; Vincent J. Beardsley; Qinqi Zhang; Kangsoo Kim; Roghayeh Barmaki (SUI, 2021)

WiM-Based Group Navigation for Collaborative Virtual Reality. - Vuthea Chheang; Florian Heinrich; Fabian Joeres; Patrick Saalfeld; Roghayeh Barmaki; Bernhard Preim; Christian Hansen 001 (AIVR, 2022)

Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph Transformer. - Jicheng Li; Anjana Bhat; Roghayeh Barmaki (ICMI, 2022)

Dyadic Movement Synchrony Estimation Under Privacy-preserving Conditions. - Jicheng Li; Anjana Bhat; Roghayeh Barmaki (ICPR, 2022)

Editorial: Immersive Technologies in Healthcare. - Salam Daher; Adrian J. Clark; Roghayeh Barmaki (Frontiers Virtual Real., 2022)

Advancements in Face Alignment Evaluation for Contact-less Vital Sign Detection. - Jicheng Li; Roghayeh Leila Barmaki; Li Zhu 004; Korosh Vatanparvar; Migyeong Gwak; Jilong Kuang; Alex Gao 001 (BSN, 2023)

Virtual Therapy Exergame for Upper Extremity Rehabilitation Using Smart Wearable Sensors. - Lauren Baron; Vuthea Chheang; Amit Chaudhari; Arooj Liaqat; Aishwarya Chandrasekaran; Yufan Wang; Joshua G. A. Cashaback; Erik T. Thostenson; Roghayeh Leila Barmaki (CHASE, 2023)

Poster: Virtual Reality Exergame for Upper Extremity Rehabilitation Using Smart Wearable Sensors. - Lauren Baron; Vuthea Chheang; Amit Chaudhari; Arooj Liaqat; Aishwarya Chandrasekaran; Yufan Wang; Joshua G. A. Cashaback; Erik T. Thostenson; Roghayeh Leila Barmaki (CHASE, 2023)

Social Visual Behavior Analytics for Autism Therapy of Children Based on Automated Mutual Gaze Detection. - Zhang Guo; Vuthea Chheang; Jicheng Li; Kenneth E. Barner; Anjana Bhat; Roghayeh Leila Barmaki (CHASE, 2023)

MMASD: A Multimodal Dataset for Autism Intervention Analysis. - Jicheng Li; Vuthea Chheang; Pinar Kullu; Eli Brignac; Zhang Guo; Anjana Bhat; Kenneth E. Barner; Roghayeh Leila Barmaki (ICMI, 2023)

Immersive Virtual Reality and Robotics for Upper Extremity Rehabilitation. - Vuthea Chheang; Rakshith Lokesh; Amit Chaudhari; Qile Wang; Lauren Baron; Sagar M. Doshi; Erik T. Thostenson; Joshua G. A. Cashaback; Roghayeh Leila Barmaki (CoRR, 2023)

Towards Anatomy Education with Generative AI-based Virtual Assistants in Immersive Virtual Reality Environments. - Vuthea Chheang; Rommy Marquez-Hernández; Megha Patel; Danush Rajasekaran; Shayla Sharmin; Gavin Caulfield; Behdokht Kiafar; Jicheng Li; Roghayeh Leila Barmaki (CoRR, 2023)

Insights into Cognitive Engagement: Comparing the Effectiveness of Game-Based and Video-Based Learning. - Shayla Sharmin; Arpan Bhattacharjee; Rifat Sadik; Priyanka Raju Patre; Reza Koiler; Nancy Getchell; Roghayeh Leila Barmaki (CoRR, 2023)

A Large-Scale Feasibility Study of Screen-based 3D Visualization and Augmented Reality Tools for Human Anatomy Education: Exploring Gender Perspectives in Learning Experience. - Roghayeh Leila Barmaki; Kangsoo Kim; Zhang Guo; Qile Wang; Kevin Yu; Rebecca Pearlman; Nassir Navab (CoRR, 2023)

Software design pattern selection approaches: A systematic literature review. - Amene Naghdipour; Seyed Mohammad Hossein Hasheminejad; Roghayeh Leila Barmaki (Softw. Pract. Exp., 2023)

A scoping review of the use of lab streaming layer framework in virtual and augmented reality research. - Qile Wang; Qinqi Zhang; Weitong Sun; Chadwick B. Boulay; Kangsoo Kim; Roghayeh Leila Barmaki (Virtual Real., 2023)

A Large-Scale Feasibility and Ethnography Study of Screen-based AR and 3D Visualization Tools for Anatomy Education: Exploring Gender Perspectives in Learning Experience. - Roghayeh Leila Barmaki; Kangsoo Kim; Zhang Guo; Qile Wang; Kevin Yu; Rebecca Pearlman; Nassir Navab (AIxVR, 2024)

Towards Anatomy Education with Generative AI-based Virtual Assistants in Immersive Virtual Reality Environments. - Vuthea Chheang; Shayla Sharmin; Rommy Marquez-Hernández; Megha Patel; Danush Rajasekaran; Gavin Caulfield; Behdokht Kiafar; Jicheng Li; Pinar Kullu; Roghayeh Leila Barmaki (AIxVR, 2024)

Cognitive Engagement for STEM+C Education: Investigating Serious Game Impact on Graph Structure Learning with fNIRS. - Shayla Sharmin; Reza Koiler; Rifat Sadik; Arpan Bhattacharjee; Priyanka Raju Patre; Pinar Kullu; Charles Hohensee; Nancy Getchell; Roghayeh Leila Barmaki (AIxVR, 2024)

A Machine Learning Approach for Predicting Upper Limb Motion Intentions with Multimodal Data. - Pavan Uttej Ravva; Pinar Kullu; Mohammad Fahim Abrar; Roghayeh Leila Barmaki (CHIL, 2024)

Visual feedback and guided balance training in an immersive virtual reality environment for lower extremity rehabilitation. - Sydney Segear; Vuthea Chheang; Lauren Baron; Jicheng Li; Kangsoo Kim; Roghayeh Leila Barmaki (Comput. Graph., 2024)

fNIRS Analysis of Interaction Techniques in Touchscreen-Based Educational Gaming. - Shayla Sharmin; Elham Bakhshipour; Behdokht Kiafar; Mohammad Fahim Abrar; Pinar Kullu; Nancy Getchell; Roghayeh Leila Barmaki (CoRR, 2024)

Analyzing Nursing Assistant Attitudes Towards Empathic Geriatric Caregiving Using Quantitative Ethnography. - Behdokht Kiafar; Salam Daher; Shayla Sharmin; Asif Ahmmed; Ladda Thiamwong; Roghayeh Leila Barmaki (CoRR, 2024)

A Machine Learning Approach for Predicting Upper Limb Motion Intentions with Multimodal Data in Virtual Reality. - Pavan Uttej Ravva; Pinar Kullu; Mohammad Fahim Abrar; Roghayeh Leila Barmaki (CoRR, 2024)

MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum Disorder. - Pavan Uttej Ravva; Behdokht Kiafar; Pinar Kullu; Jicheng Li; Anjana Bhat; Roghayeh Leila Barmaki (CoRR, 2024)

A Scoping Review of Functional Near-Infrared Spectroscopy (fNIRS) Applications in Game-Based Learning Environments. - Shayla Sharmin; Roghayeh Leila Barmaki (CoRR, 2024)

From Complexity to Simplicity: Using Python Instead of PsychoPy for fNIRS Data Collection. - Shayla Sharmin; Md Fahim Abrar; Roghayeh Leila Barmaki (CoRR, 2024)

Characterizing the Sensing Response of Carbon Nanocomposite-Based Wearable Sensors on Elbow Joint Using an End Point Robot and Virtual Reality. - Amit Chaudhari; Rakshith Lokesh; Vuthea Chheang; Sagar M. Doshi; Roghayeh Leila Barmaki; Joshua G. A. Cashaback; Erik T. Thostenson (Sensors, 2024)

Feasibility of Immersive Virtual Reality and Customized Robotics with Wearable Sensors for Upper Extremity Training. - Behdokht Kiafar; Pinar Kullu; Rakshith Lokesh; Amit Chaudhari; Qile Wang; Shayla Sharmin; Sagar M. Doshi; Elham Bakhshipour; Erik T. Thostenson; Joshua G. A. Cashaback; Roghayeh Leila Barmaki (CHIL, 2025)

MENA: Multimodal Epistemic Network Analysis for Visualizing Competencies and Emotions. - Behdokht Kiafar; Pavan Uttej Ravva; Asif Ahmmed Joy; Salam Daher; Roghayeh Leila Barmaki (CoRR, 2025)

Hybrid Deep Learning Model to Estimate Cognitive Effort from fNIRS Signals in Educational Game Playing. - Shayla Sharmin; Roghayeh Leila Barmaki (CoRR, 2025)

Beyond Load: Understanding Cognitive Effort through Neural Efficiency and Involvement using fNIRS and Machine Learning. - Shayla Sharmin; Roghayeh Leila Barmaki (CoRR, 2025)