Brandon M. Booth

Orcid: 0000-0002-5780-8882

According to our database1, Brandon M. Booth authored at least 26 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Whither Bias Goes, I Will Go: An Integrative, Systematic Review of Algorithmic Bias Mitigation.
CoRR, 2024

Human-tutor Coaching Technology (HTCT): Automated Discourse Analytics in a Coached Tutoring Model.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

2023
Engagement Detection and Its Applications in Learning: A Tutorial and Selective Review.
Proc. IEEE, October, 2023

Modeling inter-individual differences in ambulatory-based multimodal signals via metric learning: a case study of personalized well-being estimation of healthcare workers.
Frontiers Digit. Health, March, 2023

Affect Detection From Wearables in the "Real" Wild: Fact, Fantasy, or Somewhere In between?
IEEE Intell. Syst., 2023

Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point Process.
CoRR, 2023

Recurrence Quantification Analysis of Eye Gaze Dynamics During Team Collaboration.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

2022
Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers.
IEEE Trans. Affect. Comput., 2022

2021
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews.
IEEE Signal Process. Mag., 2021

Bias and Fairness in Multimodal Machine Learning: A Case Study of Automated Video Interviews.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

2020
Investigating Group-Specific Models of Hospital Workers' Well-Being: Implications for Algorithmic Bias.
Int. J. Semantic Comput., 2020

TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers.
CoRR, 2020

Fifty Shades of Green: Towards a Robust Measure of Inter-annotator Agreement for Continuous Signals.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Modeling Behavior as Mutual Dependency between Physiological Signals and Indoor Location in Large-Scale Wearable Sensor Study.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Trapezoidal Segment Sequencing: A Novel Approach for Fusion of Human-Produced Continuous Annotations.
Proceedings of the 2020 IEEE International Conference on Acoustics, 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, 2020

2019
Generating labels for regression of subjective constructs using triplet embeddings.
Pattern Recognit. Lett., 2019

Toward Robust Interpretable Human Movement Pattern Analysis in a Workplace Setting.
Proceedings of the IEEE International Conference on Acoustics, 2019

Trapezoidal Segmented Regression: A Novel Continuous-scale Real-time Annotation Approximation Algorithm.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018
TILES audio recorder: an unobtrusive wearable solution to track audio activity.
Proceedings of the 4th ACM Workshop on Wearable Systems and Applications, 2018

Fusing Annotations with Majority Vote Triplet Embeddings.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

A Novel Method for Human Bias Correction of Continuous- Time Annotations.
Proceedings of the 2018 IEEE International Conference on Acoustics, 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, 2018

2017
Toward active and unobtrusive engagement assessment of distance learners.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Online Affect Tracking with Multimodal Kalman Filters.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Automatic Estimation of Perceived Sincerity from Spoken Language.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016


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