Research
All
2024
Exploring Smartphone-based Spectrophotometry for Nutrient Identification and Quantification
arXiv
·
17 Oct 2024
·
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
·
05 Oct 2024
·
doi:10.1145/3675094.3678495
Towards an Accessible, Noninvasive Micronutrient Status Assessment Method: A Comprehensive Review of Existing Techniques
arXiv
·
26 Aug 2024
·
arXiv:2408.11877
Why Algorithms Remain Unjust: Power Structures Surrounding Algorithmic Activity
arXiv
·
30 May 2024
·
arXiv:2405.18461
Changing Your Tune: Lessons for Using Music to Encourage Physical Activity
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
·
13 May 2024
·
doi:10.1145/3659611
Identifying Links Between Productivity and Biobehavioral Rhythms Modeled From Multimodal Sensor Streams: Exploratory Quantitative Study
JMIR AI
·
18 Apr 2024
·
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)
·
15 Dec 2023
·
doi:10.1109/ICMLA58977.2023.00045
Personalization in Circadian Rhythm-Based Event Scheduling
2023 Systems and Information Engineering Design Symposium (SIEDS)
·
27 Apr 2023
·
doi:10.1109/SIEDS58326.2023.10137806
2022
Sounds of Health
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
·
21 Dec 2022
·
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)
·
29 Aug 2022
·
10.1109/RO-MAN53752.2022.9900581
Predicting Depression in Adolescents Using Mobile and Wearable Sensors: Multimodal Machine Learning–Based Exploratory Study
JMIR Formative Research
·
24 Jun 2022
·
doi:10.2196/35807
A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams
ACM Transactions on Intelligent Systems and Technology
·
03 Mar 2022
·
doi:10.1145/3510029
2021
Daily Trajectory Prediction Using Temporal Frequent Pattern Tree
Lecture Notes in Networks and Systems
·
17 Sep 2021
·
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
·
07 Aug 2021
·
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)
·
30 Apr 2021
·
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
·
08 Mar 2021
·
doi:10.1145/3434074.3447224
2020
CoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams
Cold Spring Harbor Laboratory
·
10 Aug 2020
·
doi:10.1101/2020.08.10.244020
Modeling Biological Rhythms to Predict Mental and Physical Readiness
2020 Systems and Information Engineering Design Symposium (SIEDS)
·
01 Apr 2020
·
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
·
24 Jul 2019
·
doi:10.2196/13209
Modeling Biobehavioral Rhythms with Passive Sensing in the Wild
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
·
29 Mar 2019
·
doi:10.1145/3314395