Publications

Journals

TILES: A Longitudinal Physiologic and Behavioral Data Set of Hospital Workers	Nature Scientific Data	(in preparation)
Generating Continuous-time Labels Using Triplet Embeddings: An Empirical Study	PRL (accepted), 2020	(pdf)
Multimodal Human and Environmental Sensing for Longitudinal Behavioral Studies in Naturalistic Settings: Framework for Sensor Selection, Deployment, and Management	JMIR, 2019	(pdf) (bib)

Conferences

Trapezoidal Segment Sequencing: A Novel Approach for Fusion of Human-produced Continuous Annotations	ICASSP, 2020	(submitted)
Dynamical Systems Modeling of Day-to-day Signal-based Patterns of Emotional Self-regulation and Stress Spillover in Highly-demanding Health Professions	ICASSP, 2020	(submitted)
Modeling Behavior as Mutual Dependency Between Physiological Signals and Indoor Location in Large-scale Wearable Sensor Study	ICASSP, 2020	(submitted)
Trapezoidal Segmented Regression: A Novel Continuous-scale Real-time Annotation Approximation Algorithm	ACII, 2019	(soon)
Toward Robust Interpretable Human Movement Pattern Analysis in a Workplace Setting	ICASSP, 2019	(pdf) (bib)
Comparison of Heart Rate Measurement Between the Fitbit Charge 2 and OMSignal Smart Garments: A Free Living Study.	SBM, 2019	(pdf) (bib)
Fusing Annotations with Majority Vote Triplet Embeddings (AVEC 2018 GES Challenge Winner)	AVEC Workshop, 2018	(pdf) (bib)
An Evaluation of EEG-based Metrics for Engagement Assessment of Distance Learners	EMBC, 2018	(pdf) (bib)
TILES Audio Recorder: An unobtrusive wearable solution to track audio activity (patent pending)	WearSys, 2018	(pdf) (bib)
A Novel Method for Human Bias Correction of Continuous-time Annotations	ICASSP, 2018	(pdf) (bib) (poster)
Toward Active and Unobtrusive Engagement Assessment of Distance Learners	ACII, 2017	(pdf) (bib)
Online Affect Tracking with Multimodal Kalman Filters	AVEC Workshop, 2016	(pdf) (bib)
Automatic Estimation of Perceived Sincerity From Spoken Language	Interspeech, 2016	(pdf) (bib)