Research
All
2025
Factorized Deep Q-Network for Cooperative Multi-Agent Reinforcement Learning in Victim Tagging
arXiv
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04 Mar 2025
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arXiv:2503.00684
2024
Why Algorithms Remain Unjust: Power Structures Surrounding Algorithmic Activity
arXiv
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10 Dec 2024
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arXiv:2405.18461
Exploring Smartphone-based Spectrophotometry for Nutrient Identification and Quantification
arXiv
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17 Oct 2024
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arXiv:2410.11027
Creating Emotion-Evoking Music to Communicate Wellness for Users with Diverse Musical Backgrounds
Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing
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05 Oct 2024
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doi:10.1145/3675094.3678495
Practical Heuristics for Victim Tagging During a Mass Casualty Incident Emergency Medical Response
2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)
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28 Aug 2024
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doi:10.1109/CASE59546.2024.10711469
Towards an Accessible, Noninvasive Micronutrient Status Assessment Method: A Comprehensive Review of Existing Techniques
arXiv
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26 Aug 2024
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arXiv:2408.11877
Changing Your Tune: Lessons for Using Music to Encourage Physical Activity
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
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13 May 2024
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doi:10.1145/3659611
Multi-Agent System for Optimizing Victim Tagging in Human/Autonomous Responder Teams
2024 ACM/IEEE 15th International Conference on Cyber-Physical Systems (ICCPS)
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13 May 2024
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doi:10.1109/ICCPS61052.2024.00034
Identifying Links Between Productivity and Biobehavioral Rhythms Modeled From Multimodal Sensor Streams: Exploratory Quantitative Study
JMIR AI
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18 Apr 2024
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doi:10.2196/47194
2023
Modeling Regularity and Predictability in Human Behavior from Multidimensional Sensing Signals and Personal Characteristics
2023 International Conference on Machine Learning and Applications (ICMLA)
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15 Dec 2023
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doi:10.1109/ICMLA58977.2023.00045
Personalization in Circadian Rhythm-Based Event Scheduling
2023 Systems and Information Engineering Design Symposium (SIEDS)
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27 Apr 2023
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doi:10.1109/SIEDS58326.2023.10137806
2022
Sounds of Health
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
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21 Dec 2022
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doi:10.1145/3570346
A Self Learning System for Emotion Awareness and Adaptation in Humanoid Robots
2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)
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29 Aug 2022
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10.1109/RO-MAN53752.2022.9900581
Predicting Depression in Adolescents Using Mobile and Wearable Sensors: Multimodal Machine Learning–Based Exploratory Study
JMIR Formative Research
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24 Jun 2022
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doi:10.2196/35807
A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams
ACM Transactions on Intelligent Systems and Technology
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03 Mar 2022
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doi:10.1145/3510029
2021
Daily Trajectory Prediction Using Temporal Frequent Pattern Tree
Lecture Notes in Networks and Systems
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17 Sep 2021
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doi:10.1007/978-981-16-2380-6_29
Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams
Lecture Notes in Networks and Systems
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07 Aug 2021
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doi:10.1007/978-3-030-82199-9_44
An Automated Machine Learning Pipeline for Monitoring and Forecasting Mobile Health Data
2021 Systems and Information Engineering Design Symposium (SIEDS)
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30 Apr 2021
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doi:10.1109/SIEDS52267.2021.9483755
Adaptive Humanoid Robots for Pain Management in Children
Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction
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08 Mar 2021
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doi:10.1145/3434074.3447224
2020
CoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams
Cold Spring Harbor Laboratory
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10 Aug 2020
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doi:10.1101/2020.08.10.244020
Modeling Biological Rhythms to Predict Mental and Physical Readiness
2020 Systems and Information Engineering Design Symposium (SIEDS)
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01 Apr 2020
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doi:10.1109/SIEDS49339.2020.9106683
2019
Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data
JMIR mHealth and uHealth
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24 Jul 2019
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doi:10.2196/13209
Modeling Biobehavioral Rhythms with Passive Sensing in the Wild
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
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29 Mar 2019
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doi:10.1145/3314395