Publications

33 entries

“Publication is a marathon, not a sprint...”
Jo Linsdell

Journal Articles

Booth, B. M., & Narayanan, S. S. (2024). People Make Mistakes: Obtaining Accurate Ground Truth from Continuous Annotations of Subjective Constructs. Behavior Research Methods. https://doi.org/10.3758/s13428-024-02503-3

Springer · Draft paper

D’Mello, S. K., & Booth, B. M. (2023). Affect Detection from Wearables in the “Real” Wild: Fact, Fantasy, or Somewhere In Between? IEEE Intelligent Systems. https://doi.org/10.1109/MIS.2022.3221854

IEEE Xplore · Draft paper

Booth, B. M., Bosch, N., & D’Mello, S. K. (2023). Engagement Detection and its Applications in Learning: A Tutorial and Selective Review. Proceedings of the IEEE (Special Issue on Affective Computing). https://doi.org/10.1109/JPROC.2023.3309560

IEEE Xplore

Tay, L., Woo, S. E., Hickman, L., Booth, B. M., & D’Mello, S. K. (2022). A Conceptual Framework for Investigating and Mitigating Machine-learning Measurement Bias. Advances in Methods and Practices in Psychological Science. https://doi.org/10.1177/25152459211061337

SAGE Journals

Yau, J. C., Girault, B., Feng, T., Mundnich, K., Nadarajan, A., Booth, B. M., Ferrara, E., Lerman, K., Hsieh, E. P., & Narayanan, S. S. (2022). TILES-2019, A Longitudinal Physiologic and Behavioral Data Set of Hospital Residents in an Intensive Care Unit. Scientific Data. https://doi.org/10.1038/s41597-022-01636-4

Nature

Huggins-Manley, A. C., Booth, B. M., & D’Mello, S. K. (2022). Toward Argument-based Fairness with an Application to AI-enhanced Educational Assessments. Journal of Educational Measurement. https://doi.org/10.1111/jedm.12334

Wiley Online Library

Booth, B. M., Vrzakova, H., Mattingly, S. M., Martínez, G. J., Faust, L., & D’Mello, S. K. (2022). Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study with Information Workers. IEEE Transactions on Affective Computing. https://doi.org/10.1109/TAFFC.2022.3188006

IEEE Xplore

Feng, T., Booth, B. M., Baldwin-Rodríguez, B., Osorno, F., & Narayanan, S. S. (2021). A Multimodal Analysis of Physical Activity, Sleep, and Work Shift in Nurses with Wearable Sensor Data. Scientific Reports. https://doi.org/10.1038/s41598-021-87029-w

Nature

Booth, B. M., Hickman, L., Subburaj, S. K., Tay, L., Woo, S. E., & D’Mello, S. K. (2021). Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A Case Study of Automated Video Interviews. IEEE Signal Processing Magazine. https://doi.org/10.1109/MSP.2021.3106615

IEEE Xplore

Ravuri, V., Paromita, P., Mundnich, K., Nadarajan, A., Booth, B. M., Narayanan, S. S., & Chaspari, T. (2020). Investigating Group-specific Models of Hospital Workers’ Well-being: Implications for Algorithmic Bias. International Journal of Semantic Computing. https://doi.org/10.1142/S1793351X20500075

World Scientific

Mundnich, K., Booth, B. M., L’Hommedieu, M., Feng, T., Girault, B., L’Hommedieu, J., Wildman, M., Skaaden, S., Nadarajan, A., Villatte, J., Falk, T. H., Lerman, K., Ferrara, E., & Narayanan, S. S. (2020). TILES-2018: A Longitudinal Physiologic and Behavioral Data Set of Hospital Workers. Scientific Data. https://doi.org/10.1038/s41597-020-00655-3

Nature

Mundnich, K., Booth, B. M., Girault, B., & Narayanan, S. S. (2019). Generating Continuous-time Labels Using Triplet Embeddings: An Empirical Study. Pattern Recognition Letters. https://doi.org/10.1016/j.patrec.2019.10.003

ScienceDirect

Booth, B. M., Mundnich, K., Feng, T., Nadarajan, A., Falk, T. H., Villatte, J., Ferrara, E., & Narayanan, S. S. (2019). Multimodal Human and Environmental Sensing for Longitudinal Behavioral Studies in Naturalistic Settings: Framework for Sensor Selection, Deployment, and Management. Journal of Medical Internet Research. https://doi.org/10.2196/12832

JMIR

Conference Papers

Moulder, R. G., Booth, B. M., Abitino, A., & D’Mello, S. K. (2023). Recurrence Quantification Analysis of Eye Gaze Dynamics During Team Collaboration. Proceedings of the 13th International Learning Analytics and Knowledge Conference (LAK). https://doi.org/10.1145/3576050.3576113

ACM Digital Library

Booth, B. M., Hickman, L., Subburaj, S. K., Tay, L., Woo, S. E., & D’Mello, S. K. (2021). Bias and Fairness in Multimodal Machine Learning: A Case Study of Automated Video Interviews. Proceedings of the International Conference on Multimodal Interaction (ICMI). https://doi.org/10.1145/3462244.3479897

ACM Digital Library

Hadjiantonis, G., Paromita, P., Mundnich, K., Nadarajan, A., Booth, B. M., Narayanan, S. S., & Chaspari, T. (2020). Dynamical Systems Modeling of Day-to-day Signal-based Patterns of Emotional Self-regulation and Stress Spillover in Highly-demanding Health Professions. Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). https://doi.org/10.1109/EMBC44109.2020.9175604

IEEE Xplore

Booth, B. M., & Narayanan, S. S. (2020). Fifty Shades of Green: Towards a Robust Measure of Inter-annotator Agreement for Continuous Signals. Proceedings of the International Conference on Multimodal Interaction (ICMI). https://doi.org/10.1145/3382507.3418860

ACM Digital Library

Ravuri, V., Paromita, P., Mundnich, K., Nadarajan, A., Booth, B. M., Narayanan, S. S., & Chaspari, T. (2020). Group-specific Models of Healthcare Workers’ Well-being Using Iterative Participant Clustering. Proceedings of the IEEE Second International Conference on Cognitive Machine Intelligence (TransAI). https://doi.org/10.1109/TransAI49837.2020.00026

IEEE Xplore

Feng, T., Booth, B. M., & Narayanan, S. S. (2020). Modeling Behavior as Mutual Dependency between Physiological Signals and Indoor Location in Large-scale Wearable Sensor Study. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://doi.org/10.1109/ICASSP40776.2020.9054307

IEEE Xplore

Booth, B. M., & Narayanan, S. S. (2020). Trapezoidal Segment Sequencing: A Novel Approach for Fusion of Human-produced Continuous Annotations. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://doi.org/10.1109/ICASSP40776.2020.9053260

IEEE Xplore

Wildman, M., Eulogio, R., Singh, R., Ramirez, E., Foschini, L., Nadarajan, A., Booth, B. M., Mundnich, K., Ferrara, E., Lerman, K., & Narayanan, S. S. (2019). Comparison of Heart Rate Measurement Between the Fitbit Charge 2 and OMSignal Smart Garments: A Free-living Study. Proceedings of the Society for Behavioral Medicine (SBM) Annual Meeting.

Draft paper

Booth, B. M., Feng, T., Jangalwa, A., & Narayanan, S. S. (2019). Toward Robust Interpretable Human Movement Pattern Analysis in a Workplace Setting. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://doi.org/10.1109/ICASSP.2019.8683730

IEEE Xplore

Booth, B. M., & Narayanan, S. S. (2019). Trapezoidal Segmented Regression: A Novel Continuous-scale Real-time Annotation Approximation Algorithm. Proceedings of the International Conference on Affective Computing and Intelligent Interaction (ACII). https://doi.org/10.1109/ACII.2019.8925468

IEEE Xplore

Booth, B. M., Mundnich, K., & Narayanan, S. S. (2018). A Novel Method for Human Bias Correction of Continuous-time Annotations. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://doi.org/10.1109/ICASSP.2018.8461645

IEEE Xplore

Booth, B. M., Seamans, T. J., & Narayanan, S. S. (2018). An Evaluation of EEG-based Metrics for Engagement Assessment of Distance Learners. Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). https://doi.org/10.1109/EMBC.2018.8512302

IEEE Xplore · Draft paper

Booth, B. M., Mundnich, K., & Narayanan, S. S. (2018). Fusing Annotations with Majority Vote Triplet Embeddings. Proceedings of the Audio/Visual Emotion Challenge and Workshop (AVEC). https://doi.org/10.1145/3266302.3266312

AVEC 2018 GES Challenge Winner · ACM Digital Library · Draft paper

Feng, T., Nadarajan, A., Vaz, C., Booth, B. M., & Narayanan, S. S. (2018). TILES Audio Recorder: An Unobtrusive Wearable Solution to Track Audio Activity. Proceedings of the 4th ACM Workshop on Wearable Systems and Applications (WearSys). https://doi.org/10.1145/3211960.3211975

Patent pending · ACM Digital Library · Draft paper

Booth, B. M., Ali, A. M., Narayanan, S. S., Bennett, I., & Farag, A. A. (2017). Toward Active and Unobtrusive Engagement Assessment of Distance Learners. Proceedings of the International Conference on Affective Computing and Intelligent Interaction (ACII). https://doi.org/10.1109/ACII.2017.8273641

IEEE Xplore

Booth, B. M., Gupta, R., Papadopoulos, P., Travadi, R., & Narayanan, S. S. (2016). Automatic Estimation of Perceived Sincerity from Spoken Language. Proceedings of Interspeech. https://doi.org/10.21437/Interspeech.2016-1537

ISCA Archive

Somandepalli, K., Gupta, R., Nasir, Md., Booth, B. M., Lee, S., & Narayanan, S. S. (2016). Online Affect Tracking with Multimodal Kalman Filters. Proceedings of the Audio/Visual Emotion Challenge and Workshop (AVEC). https://doi.org/10.1145/2988257.2988259

ACM Digital Library

Books

Flynt, J. P., & Booth, B. M. (2007). Unreal Tournament Game Programming for Teens. Cengage Learning. https://doi.org/10.5555/1206729

ACM Digital Library

Unpublished

Papers that were never formally published.

Towards a Superior Colliculus-only Saccade Control Model for Direct and Curved Saccade Trajectories (2015)

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Designing an Overlay Network for Modern Mobile Computers (2011)

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