Brandon M Booth
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Publications

"Publication is a marathon, not a sprint..." ~Jo Linsdell

Publications

Note: Please see my CV for a full publication list. I am transitioning to a new site builder...

Journals
People Make Mistakes: Obtaining Accurate Ground Truth from Continuous Annotations of Subjective Constructs
Behavior Research Methods, 2024
(draft)
Engagement Detection and its Applications in Learning: A Tutorial and Selective Review
IEEE Special Issue on Affective Computing, 2023
(pdf)
Affect Detection from Wearables in the 'Real' Wild: Fact, Fantasy, or Somewhere Inbetween?
IEEE Intelligent Systems, 2022
(pdf)
Toward Argument-based Fairness with an Application to AI-Enhanced Educational Assessments
Journal of Educational Measurement, 2022
(pdf)
TILES-2019, A Longitudinal Physiologic and Behavioral Data Set of Hospital Residents in an Intensive Care Unit
Nature Scientific Data, 2022
(pdf)
Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study with Information Workers
TAC, 2022
(pdf)
A Conceptual Framework for Investigating the Mitigating Machine Learning Bias
AMPPS, 2022
(pdf)
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A Case Study of Automated Video Interviews
SPM, 2021
(pdf)
A Multimodal Analysis of Physical Activity, Sleep, and Work Shift in Nurses with Wearable Sensor Data
Nature Scientific Reports, 2021
(pdf)
Investigating Group-specific Models of Hospital Workers' Well-being: Implications for Algorithmic Bias
IJSC, 2020
(pdf)
TILES-2018: A Longitudinal Physiologic and Behavioral Data Set of Hospital Workers
Nature Scientific Data, 2020
(pdf)
Generating Continuous-time Labels Using Triplet Embeddings: An Empirical Study
PRL, 2019
(pdf)
Multimodal Human and Environmental Sensing for Longitudinal Behavioral Studies in Naturalistic Settings: Framework for Sensor Selection, Deployment, and Management
JMIR, 2019
(pdf)

Conferences

Recurrence Quantification Analysis of Eye Gaze Dynamics During Team Collaboration
LAK, 2023
(pdf)
Bias and Fairness in Multimodal Machine Learning: A Case Study of Automated Video Interviews
ICMI, 2021
(pdf)
Group-specific Models of Healthcare Workers' Well-being Using Iterative Participant Clustering
TransAI, 2020
(pdf)
Fifty Shades of Green: Towards a Robust Measure of Inter-annotator Agreement for Continuous Signals
ICMI, 2020
(pdf)
Dynamical Systems Modeling of Day-to-day Signal-based Patterns of Emotional Self-regulation and Stress Spillover in Highly-demanding Health Professions
EMBC, 2020
(pdf)
Trapezoidal Segment Sequencing: A Novel Approach for Fusion of Human-produced Continuous Annotations
ICASSP, 2020
(pdf)
Modeling Behavior as Mutual Dependency between Physiological Signals and Indoor Location in Large-Scale Wearable Sensor Study
ICASSP, 2020
(pdf)
Trapezoidal Segmented Regression: A Novel Continuous-scale Real-time Annotation Approximation Algorithm
ACII, 2019
(pdf)
Toward Robust Interpretable Human Movement Pattern Analysis in a Workplace Setting
ICASSP, 2019
(pdf)
Comparison of Heart Rate Measurement Between the Fitbit Charge 2 and OMSignal Smart Garments: A Free Living Study.
SBM, 2019
(pdf)
Fusing Annotations with Majority Vote Triplet Embeddings
(AVEC 2018 GES Challenge Winner)
AVEC Workshop, 2018
(pdf)
An Evaluation of EEG-based Metrics for Engagement Assessment of Distance Learners
EMBC, 2018
(pdf)
TILES Audio Recorder: An unobtrusive wearable solution to track audio activity (patent pending)
WearSys, 2018
(pdf)
A Novel Method for Human Bias Correction of Continuous-time Annotations
ICASSP, 2018
(pdf) (poster)
Toward Active and Unobtrusive Engagement Assessment of Distance Learners
ACII, 2017
(pdf)
Online Affect Tracking with Multimodal Kalman Filters
AVEC Workshop, 2016
(pdf)
Automatic Estimation of Perceived Sincerity From Spoken Language
Interspeech, 2016
(pdf)
Books
Unreal Tournament Game Programming for Teens
Cengage Learning, 2007
(url)

Patents


TILES Audio Recorder
(patent pending)
​

Unpublished


Towards A Superior Colliculus-Only Saccade Control Model For Direct and Curved Saccade Trajectories, 2015
File Size: 822 kb
File Type: pdf
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Designing an Overlay Network for Modern Mobile Computers, 2011
File Size: 130 kb
File Type: pdf
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