Publications

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1.

Awada, Mohamad; Gerber, Burcin Becerik; Lucas, Gale M.; Roll, Shawn C.

Stress appraisal in the workplace and its associations with productivity and mood: Insights from a multimodal machine learning analysis Journal Article

In: PLoS ONE, vol. 19, no. 1, pp. e0296468, 2024, ISSN: 1932-6203.

Abstract | Links | BibTeX

2.

Awada, Mohamad; Becerik-Gerber, Burcin; Lucas, Gale; Roll, Shawn C.

Predicting Office Workers’ Productivity: A Machine Learning Approach Integrating Physiological, Behavioral, and Psychological Indicators Journal Article

In: Sensors, vol. 23, no. 21, pp. 8694, 2023, ISSN: 1424-8220.

Abstract | Links | BibTeX

3.

Awada, Mohamad; Becerik-Gerber, Burcin; Lucas, Gale; Roll, Shawn; Liu, Ruying

A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress Journal Article

In: IEEE Trans. Affective Comput., pp. 1–15, 2023, ISSN: 1949-3045, 2371-9850.

Links | BibTeX

4.

Hartholt, Arno; Fast, Ed; Leeds, Andrew; Kim, Kevin; Gordon, Andrew; McCullough, Kyle; Ustun, Volkan; Mozgai, Sharon

Demonstrating the Rapid Integration & Development Environment (RIDE): Embodied Conversational Agent (ECA) and Multiagent Capabilities Proceedings Article

In: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, pp. 1902–1904, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2022, ISBN: 978-1-4503-9213-6.

Abstract | BibTeX

5.

Rodrigues, Patrick B.; Xiao, Yijing; Fukumura, Yoko E.; Awada, Mohamad; Aryal, Ashrant; Becerik-Gerber, Burcin; Lucas, Gale; Roll, Shawn C.

Ergonomic assessment of office worker postures using 3D automated joint angle assessment Journal Article

In: Advanced Engineering Informatics, vol. 52, pp. 101596, 2022, ISSN: 14740346.

Links | BibTeX

6.

Hartholt, Arno; McCullough, Kyle; Fast, Ed; Leeds, Andrew; Mozgai, Sharon; Aris, Tim; Ustun, Volkan; Gordon, Andrew; McGroarty, Christopher

Rapid Prototyping for Simulation and Training with the Rapid Integration & Development Environment (RIDE) Proceedings Article

In: 2021.

BibTeX

7.

Mell, Johnathan; Beissinger, Markus; Gratch, Jonathan

An expert-model and machine learning hybrid approach to predicting human-agent negotiation outcomes in varied data Journal Article

In: J Multimodal User Interfaces, 2021, ISSN: 1783-7677, 1783-8738.

Abstract | Links | BibTeX

8.

Bell, Benjamin; Bennett, Winston “Wink”; Kelsey, Elaine; Nye, Benjamin

Attention and Engagement in Virtual Environments: Measuring the Unobservable Proceedings Article

In: 2021.

Links | BibTeX

9.

Bell, Benjamin; Bennett, Winston Wink; Nye, Benjamin; Kelsey, Elaine

Helping Instructor Pilots Detect and Respond to Engagement Lapses in Simulations Proceedings Article

In: Sottilare, Robert A.; Schwarz, Jessica (Ed.): Adaptive Instructional Systems. Adaptation Strategies and Methods, pp. 3–14, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-77873-6.

Abstract | Links | BibTeX

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2024

Awada, Mohamad; Gerber, Burcin Becerik; Lucas, Gale M.; Roll, Shawn C.

Stress appraisal in the workplace and its associations with productivity and mood: Insights from a multimodal machine learning analysis Journal Article

In: PLoS ONE, vol. 19, no. 1, pp. e0296468, 2024, ISSN: 1932-6203.

Abstract | Links | BibTeX | Tags: Machine Learning, UARC

2023

Awada, Mohamad; Becerik-Gerber, Burcin; Lucas, Gale; Roll, Shawn C.

Predicting Office Workers’ Productivity: A Machine Learning Approach Integrating Physiological, Behavioral, and Psychological Indicators Journal Article

In: Sensors, vol. 23, no. 21, pp. 8694, 2023, ISSN: 1424-8220.

Abstract | Links | BibTeX | Tags: Machine Learning, UARC, Virtual Humans

Awada, Mohamad; Becerik-Gerber, Burcin; Lucas, Gale; Roll, Shawn; Liu, Ruying

A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress Journal Article

In: IEEE Trans. Affective Comput., pp. 1–15, 2023, ISSN: 1949-3045, 2371-9850.

Links | BibTeX | Tags: Machine Learning, UARC

2022

Hartholt, Arno; Fast, Ed; Leeds, Andrew; Kim, Kevin; Gordon, Andrew; McCullough, Kyle; Ustun, Volkan; Mozgai, Sharon

Demonstrating the Rapid Integration & Development Environment (RIDE): Embodied Conversational Agent (ECA) and Multiagent Capabilities Proceedings Article

In: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, pp. 1902–1904, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2022, ISBN: 978-1-4503-9213-6.

Abstract | BibTeX | Tags: AI, DTIC, Integration Technology, Machine Learning, UARC, VHTL, Virtual Humans

Rodrigues, Patrick B.; Xiao, Yijing; Fukumura, Yoko E.; Awada, Mohamad; Aryal, Ashrant; Becerik-Gerber, Burcin; Lucas, Gale; Roll, Shawn C.

Ergonomic assessment of office worker postures using 3D automated joint angle assessment Journal Article

In: Advanced Engineering Informatics, vol. 52, pp. 101596, 2022, ISSN: 14740346.

Links | BibTeX | Tags: DTIC, Machine Learning, UARC

2021

Hartholt, Arno; McCullough, Kyle; Fast, Ed; Leeds, Andrew; Mozgai, Sharon; Aris, Tim; Ustun, Volkan; Gordon, Andrew; McGroarty, Christopher

Rapid Prototyping for Simulation and Training with the Rapid Integration & Development Environment (RIDE) Proceedings Article

In: 2021.

BibTeX | Tags: AI, DTIC, Integration Technology, Machine Learning, Simulation, UARC, VHTL

Mell, Johnathan; Beissinger, Markus; Gratch, Jonathan

An expert-model and machine learning hybrid approach to predicting human-agent negotiation outcomes in varied data Journal Article

In: J Multimodal User Interfaces, 2021, ISSN: 1783-7677, 1783-8738.

Abstract | Links | BibTeX | Tags: DTIC, Machine Learning, UARC, Virtual Humans

Bell, Benjamin; Bennett, Winston “Wink”; Kelsey, Elaine; Nye, Benjamin

Attention and Engagement in Virtual Environments: Measuring the Unobservable Proceedings Article

In: 2021.

Links | BibTeX | Tags: AR, DTIC, Machine Learning, UARC, VR

Bell, Benjamin; Bennett, Winston Wink; Nye, Benjamin; Kelsey, Elaine

Helping Instructor Pilots Detect and Respond to Engagement Lapses in Simulations Proceedings Article

In: Sottilare, Robert A.; Schwarz, Jessica (Ed.): Adaptive Instructional Systems. Adaptation Strategies and Methods, pp. 3–14, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-77873-6.

Abstract | Links | BibTeX | Tags: Machine Learning, Virtual Humans