2024
BreathePulse: Peripheral Guided Breathing via Implicit Airflow Cues for Information Work.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., November, 2024
Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare.
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Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., November, 2024
Exploring Opportunities to Augment Psychotherapy with Language Models.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
2023
Corrigendum: Personalized digital intervention for depression based on social rhythm principles adds significantly to outpatient treatment.
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Frontiers Digit. Health, March, 2023
8th International Workshop on Mental Health and Well-being: Sensing and Intervention.
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Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023
2022
Burnout and the Quantified Workplace: Tensions around Personal Sensing Interventions for Stress in Resident Physicians.
Proc. ACM Hum. Comput. Interact., 2022
Affective Touch as Immediate and Passive Wearable Intervention.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Personalized digital intervention for depression based on social rhythm principles adds significantly to outpatient treatment.
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Frontiers Digit. Health, 2022
Global perspectives of diversity, equity, and inclusion.
Commun. ACM, 2022
7th International Workshop on Mental Health and Well-being: Sensing and Intervention.
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Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022
2021
Digital biomarker of mental fatigue.
npj Digit. Medicine, 2021
Identifying Mobile Sensing Indicators of Stress-Resilience.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Patient-independent Schizophrenia Relapse Prediction Using Mobile Sensor based Daily Behavioral Rhythm Changes.
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CoRR, 2021
Healthy Interfaces (HEALTHI) Workshop.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021
6th International Workshop on Mental Health and Well-being: Sensing and Intervention.
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Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021
2020
BoostMeUp: A Smartwatch App to Regulate Emotions and Improve Cognitive Performance.
GetMobile Mob. Comput. Commun., 2020
On Predicting Relapse in Schizophrenia using Mobile Sensing in a Randomized Control Trial.
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Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020
Patient-Independent Schizophrenia Relapse Prediction Using Mobile Sensor Based Daily Behavioral Rhythm Changes.
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Proceedings of the Wireless Mobile Communication and Healthcare, 2020
5<sup><i>th</i></sup> international workshop on mental health and well-being: sensing and intervention.
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Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020
Social Sensing: Assessing Social Functioning of Patients Living with Schizophrenia using Mobile Phone Sensing.
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Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
PuffPacket: A Platform for Unobtrusively Tracking the Fine-grained Consumption Patterns of E-cigarette Users.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
2019
Mobile Sensing of Alertness, Sleep, and Circadian Rhythm: Hardware & Software Platforms.
GetMobile Mob. Comput. Commun., 2019
BoostMeUp: Improving Cognitive Performance in the Moment by Unobtrusively Regulating Emotions with a Smartwatch.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
4<sup>th</sup> international workshop on mental health and well-being: sensing and intervention.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019
2018
Personalized stress monitoring: a smartphone-enabled system for quantification of salivary cortisol.
Pers. Ubiquitous Comput., 2018
Sensing Technologies for Monitoring Serious Mental Illnesses.
IEEE Multim., 2018
Technical perspective: Making sleep tracking more user friendly.
Commun. ACM, 2018
AlertnessScanner: what do your pupils tell about your alertness.
Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2018
3rd International Workshop on Mental Health and Well-being: Sensing and Intervention.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
Keppi: A Tangible User Interface for Self-Reporting Pain.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
EmotionCheck: A Wearable Device to Regulate Anxiety through False Heart Rate Feedback.
GetMobile Mob. Comput. Commun., 2017
Semi-Automated Tracking: A Balanced Approach for Self-Monitoring Applications.
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IEEE Pervasive Comput., 2017
Predicting Symptom Trajectories of Schizophrenia using Mobile Sensing.
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Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Panel: Designing Studies for Feasibility Testing, Refinement and Validation of Digital Biomarkers.
Proceedings of the 1st Workshop on Digital Biomarkers, 2017
2<sup><i>nd</i></sup> international workshop on mental health and well-being: sensing and intervention.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Towards Health Recommendation Systems: An Approach for Providing Automated Personalized Health Feedback from Mobile Data.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
Circadian Computing: Sensing, Modeling, and Maintaining Biological Rhythms.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
2016
Leveraging Multi-Modal Sensing for Mobile Health: A Case Review in Chronic Pain.
IEEE J. Sel. Top. Signal Process., 2016
Automatic detection of social rhythms in bipolar disorder.
J. Am. Medical Informatics Assoc., 2016
Nutrilyzer: A Mobile System for Characterizing Liquid Food with Photoacoustic Effect.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016
Detecting and Capitalizing on Physiological Dimensions of Psychiatric Illness.
Proceedings of the 3rd International Conference on Physiological Computing Systems (PhyCS 2016), 2016
Mobile manifestations of alertness: connecting biological rhythms with patterns of smartphone app use.
Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2016
Assessing mental health issues on college campuses: preliminary findings from a pilot study.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
EmotionCheck: leveraging bodily signals and false feedback to regulate our emotions.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
Cognitive rhythms: unobtrusive and continuous sensing of alertness using a mobile phone.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
CrossCheck: toward passive sensing and detection of mental health changes in people with schizophrenia.
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Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
2015
BodyBeat: Eavesdropping on our Body Using a Wearable Microphone.
GetMobile Mob. Comput. Commun., 2015
Model-Based Forecasting of Significant Societal Events.
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IEEE Intell. Syst., 2015
An intelligent crowd-worker selection approach for reliable content labeling of food images.
Proceedings of the conference on Wireless Health, 2015
In Situ Design for Mental Illness: Considering the Pathology of Bipolar Disorder in mHealth Design.
Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2015
It Is Not Only About Grievances: Emotional Dynamics in Social Media During the Brazilian Protests.
Proceedings of the Ninth International Conference on Web and Social Media, 2015
Real time heart rate and breathing detection using commercial motion sensors.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015
DoppleSleep: a contactless unobtrusive sleep sensing system using short-range Doppler radar.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
MyBehavior: automatic personalized health feedback from user behaviors and preferences using smartphones.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
Social (media) jet lag: how usage of social technology can modulate and reflect circadian rhythms.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
Mindless computing: designing technologies to subtly influence behavior.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
Collective Smile: Measuring Societal Happiness from Geolocated Images.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015
2014
Community Similarity Networks.
Pers. Ubiquitous Comput., 2014
BeWell: Sensing Sleep, Physical Activities and Social Interactions to Promote Wellbeing.
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Mob. Networks Appl., 2014
Making Things Visible: Opportunities and Tensions in Visual Approaches for Design Research and Practice.
Hum. Comput. Interact., 2014
Tracking Mental Well-Being: Balancing Rich Sensing and Patient Needs.
Computer, 2014
Towards accurate non-intrusive recollection of stress levels using mobile sensing and contextual recall.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
Towards <i>personal stress informatics</i>: comparing minimally invasive techniques for measuring daily stress in the wild.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
BodyBeat: a mobile system for sensing non-speech body sounds.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014
Using smartphones to sense, assess, and improve well-being.
Proceedings of the 2014 Workshop on Physical Analytics, 2014
Towards circadian computing: "early to bed and early to rise" makes some of us unhealthy and sleep deprived.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
Biological rhythms and technology.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
2013
Unobtrusive sleep monitoring using smartphones.
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013
Preference, context and communities: a multi-faceted approach to predicting smartphone app usage patterns.
Proceedings of the 17th Annual International Symposium on Wearable Computers. ISWC 2013, 2013
MoodRhythm: tracking and supporting daily rhythms.
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Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
2012
From Smart to Cognitive Phones.
IEEE Pervasive Comput., 2012
BeWell+: multi-dimensional wellbeing monitoring with community-guided user feedback and energy optimization.
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Proceedings of the Wireless Health 2012, 2012
StressSense: detecting stress in unconstrained acoustic environments using smartphones.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Inferring colocation and conversation networks from privacy-sensitive audio with implications for computational social science.
ACM Trans. Intell. Syst. Technol., 2011
Beyond Context Awareness.
IEEE Pervasive Comput., 2011
Exploiting Social Networks for Large-Scale Human Behavior Modeling.
IEEE Pervasive Comput., 2011
Passive and In-Situ assessment of mental and physical well-being using mobile sensors.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011
Enabling large-scale human activity inference on smartphones using community similarity networks (csn).
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011
Mobile sensing: challenges, opportunities and future directions.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011
2010
A survey of mobile phone sensing.
IEEE Commun. Mag., 2010
NeuroPhone: brain-mobile phone interface using a wireless EEG headset.
Proceedings of the 2ndt ACM SIGCOMM Workshop on Networking, 2010
The Jigsaw continuous sensing engine for mobile phone applications.
Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010
Darwin phones: the evolution of sensing and inference on mobile phones.
Proceedings of the 8th International Conference on Mobile Systems, 2010
Discovering Long Range Properties of Social Networks with Multi-Valued Time-Inhomogeneous Models.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Community-Guided Learning: Exploiting Mobile Sensor Users to Model Human Behavior.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Using Multi-modal Sensing for Human Activity Modeling in the Real World.
Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010
2009
Reports of the AAAI 2009 Spring Symposia.
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AI Mag., 2009
Exploring Privacy Concerns about Personal Sensing.
Proceedings of the Pervasive Computing, 7th International Conference, 2009
SoundSense: scalable sound sensing for people-centric applications on mobile phones.
Proceedings of the 7th International Conference on Mobile Systems, 2009
Activity-aware ECG-based patient authentication for remote health monitoring.
Proceedings of the 11th International Conference on Multimodal Interfaces, 2009
Proceedings of the Human Behavior Modeling, 2009
2008
The Mobile Sensing Platform: An Embedded Activity Recognition System.
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IEEE Pervasive Comput., 2008
Integrating sensor presence into virtual worlds using mobile phones.
Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008
Towards the automated social analysis of situated speech data.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008
Learning Hidden Curved Exponential Family Models to Infer Face-to-Face Interaction Networks from Situated Speech Data.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Conversation detection and speaker segmentation in privacy-sensitive situated speech data.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
A Privacy-Sensitive Approach to Modeling Multi-Person Conversations.
Proceedings of the IJCAI 2007, 2007
Common Sense Based Joint Training of Human Activity Recognizers.
Proceedings of the IJCAI 2007, 2007
Training Conditional Random Fields Using Virtual Evidence Boosting.
Proceedings of the IJCAI 2007, 2007
A Scalable Approach to Activity Recognition based on Object Use.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Capturing Spontaneous Conversation and Social Dynamics: A Privacy-Sensitive Data Collection Effort.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Towards Activity Databases: Using Sensors and Statistical Models to Summarize People's Lives.
IEEE Data Eng. Bull., 2006
Building Reliable Activity Models Using Hierarchical Shrinkage and Mined Ontology.
Proceedings of the Pervasive Computing, 2006
A Practical Approach to Recognizing Physical Activities.
Proceedings of the Pervasive Computing, 2006
Mobility Detection Using Everyday GSM Traces.
Proceedings of the UbiComp 2006: Ubiquitous Computing, 2006
2005
Human dynamics: computation for organizations: Human dynamics: computation for organizations.
Pattern Recognit. Lett., 2005
A Hybrid Discriminative/Generative Approach for Modeling Human Activities.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Unsupervised Activity Recognition Using Automatically Mined Common Sense.
Proceedings of the Proceedings, 2005
2004
Modeling Conversational Dynamics as a Mixed-Memory Markov Process.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
2003
Sensing and Modeling Human Networks using the Sociometer.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003
Technology Development for Building Flexible Silicon Functional Fibres.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003
Learning communities: connectivity and dynamics of interacting agents.
Proceedings of the International Joint Conference on Neural Networks, 2003
2002
Boosting and Structure Learning in Dynamic Bayesian Networks for Audio-Visual Speaker Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2000
Face Recognition for Smart Environments.
Computer, 2000
Motion Field Histograms for Robust Modeling of Facial Expressions.
Proceedings of the 15th International Conference on Pattern Recognition, 2000