Advancing wellbeing using new ways to communicate, understand, and respond to emotion

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Publication

BITxBIT: Encouraging Behavior Change with N=2 Experiments

Natasha Jaques, Travis Rich, Karthik Dinakar, Niaja Farve, Weixuan 'Vincent' Chen, Pattie Maes, Rosalind W. Picard, Kevin Slavin

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Kind and grateful: A context-sensitive smartphone app utilizing inspirational content to promote gratitude

Asma Ghandeharioun, Asaph Azaria, Sara Taylor, Rosalind W. Picard

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Influence of Sleep Regularity on Self-Reported Mental Health and Wellbeing

Akane Sano, Andrew J. Phillips, Sara Taylor, Andrew W. McHill, Conor O'Brien, Justin Buie, Cesar A. Hidalgo, Laura Barger, Charles A. Czeisler, Elizabeth B. Klerman, Rosalind W. Picard

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Machine Learning of Sleep and Wake Behaviors to Classify Self-Reported Evening Mood

Sara Taylor, Natasha Jaques, Akane Sano, Asaph Azaria, Asma Ghandeharioun, Rosalind W. Picard

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A wristband assessment of accelerometry and autonomic activity of epileptic patients

C. Caborni, F. Onorati, G. Regalia, M. Migliorini, Rosalind W. Picard

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Neurotics Can't Focus: An in situ Study of Online Multitasking in the Workplace

Gloria Mark, Shamsi T. Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

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Email Duration Batching and Self-interruption: Patterns of Email Use on Productivity and Stress

Gloria Mark, Shamsi T. Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

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Asymmetry of Electrodermal Activity on the Right and Left Palm as Indicator of Depression for People Treated with Transcranial Magnetic Stimulation

Szymon Fedor, Peggy Chau, Nicolina Bruno, Rosalind W. Picard, Joan Camprodon

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SNAPSHOT Expose: Stage Based and Social Theory Based Applications to Reduce Stress and Improve Wellbeing

M. Zisook, Sara Taylor, Akane Sano, Rosalind W. Picard

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Wearable Technologies for Multiple Sclerosis: The Future Role of Wearable Stress Measurement in Improving Quality of Life

D. Lopez Martinez, Rosalind W. Picard

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COGCAM: Contact-free Measurement of Cognitive Stress During Computer Tasks with a Digital Camera

Daniel J. McDuff, Javier Hernandez, Sarah Gontarek, Rosalind W. Picard

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Associations between mental health and academic performance sleep behaviors trait and daily behaviors in college students

Akane Sano, Sara Taylor, Rosalind W. Picard

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Efficacy of a Web-Based Peer-To-Peer Cognitive Reappraisal Platform: a Randomized Controlled Trial

Robert R Morris, Stephen M Schueller, Rosalind W. Picard

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Affect-aware tutors: recognising and responding to student affect

Beverly Woolf, Winslow Burleson, Ivon Arroyo, Toby Dragon, David Cooper, Rosalind Picard

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Promoting kindness and gratitude with a smartphone and triggers

Asma Ghandeharioun, Asaf Azaria, Sara Taylor, Pattie Maes, Rosalind Picard

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Improvement of a convulsive seizure detector relying on accelerometer and electrodermal activity collected continuously by a wristband

F Onorati, G Regalia, C Caborni, Rosalind W. Picard

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An improved wrist-worn convulsive seizure detector based on accelerometry and electrodermal activity sensors

Regalia G, et al.

Publication

A simple hierarchical infinite HMM with efficient inference

Ardavan Saeedi, Asma Ghandeharioun, Matt Hoffman

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Active Learning for Electrodermal Activity Classification

Victoria Xia, Natasha Jaques, Sara Taylor, Szymon Fedor, Rosalind Picard

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Multi-task Multi-Kernel Learning for Estimating Individual Wellbeing

Natasha Jaques, Sara Taylor, Akane Sano, Rosalind Picard

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Improving Sleep-Wake Schedule Using Sleep Behavior Visualization and a Bedtime Alarm

Weixuan 'Vincent' Chen, Misha Sra, Rosalind W. Picard

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Intelligent Mobile Wearable and Ambient Technologies for Behavioral Health Care

Luxton, D.D., June D. J., Akane Sano, Timothy Bickmore

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Autonomic Changes Following Generalized Tonic Clonic Seizures: An Analysis of Adult and Pediatric Patients with Epilepsy

Sarkis R., Thome-Souza S., Poh M-Z., Llewellyn N., Klehm J., Madsen J.R., Picard R, Pennell P., Dworetzky B.A., T. Loddenkemper, Reinsberger C.

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HealthAware: An Advice System for Stress Sleep Diet and Exercise

Akane Sano, P. Johns, Mary Czerwinski

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Predicting students' happiness from physiology phone mobility and behavioral data

Natasha Jaques, Sara Taylor, Asaf Azaria, Asma Ghandeharioun, Akane Sano, Rosalind W. Picard

Publication

Stress Is In the Eye of the Beholder

Yuliya Lutchyn, Gloria Mark, Akane Sano, Paul Johns, Mary Czerwinski, Shamsi Iqbal,

Thesis

Towards Wearable Stress Measurement

Hernandez, J. "Towards Wearable Stress Measurement"

Publication

SmileTracker: Automatically and unobtrusively recording smiles and their context

Natasha Jaques*, Weixuan 'Vincent' Chen*, Rosalind W. Picard

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BioPhone: Physiology Monitoring from Peripheral Smartphone Motions

Javier Hernandez, Daniel McDuff, Rosalind W. Picard

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Wavelet-Based Motion Artifact Removal for Electrodermal Activity

Weixuan 'Vincent' Chen, Natasha Jaques, Sara Taylor, Akane Sano, Szymon Fedor, Rosalind W. Picard

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Automatic Identification of Artifacts in Electrodermal Activity Data

Sara Taylor, Natasha Jaques, Weixuan 'Vincent' Chen, Szymon Fedor, Akane Sano, Rosalind W. Picard

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Separation of Ambulatory Skin Conductance in Day and Sleep Activities based on Activity Magnitude and Sleep-Wake Scoring

Akane Sano, Szymon Fedor, Rosalind W. Picard

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Prediction of Happy-Sad Mood from Daily Behaviors and Previous Sleep History

Akane Sano, Amy Yu, Andrew W. McHill, Andrew J. K. Phillips, Sara Taylor, Natasha Jaques, Elizabeth B. Klerman, Rosalind W. Picard

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Predicting Ad Liking and Purchase Intent: Large-scale Analysis of Facial Responses to Ads

Daniel McDuff, Rana Kaliouby, J. Cohn, Rosalind W. Picard

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Commonsense Reasoning for Detection Prevention and Mitigation of Cyberbullying

Karthik Dinakar, Rosalind W. Picard, Henry Lieberman

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BioInsights: Extracting Personal Data from Still Wearable Motion Sensors

Javier Hernandez, Daniel McDuff, Rosalind W. Picard

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Recognizing Academic Performance Sleep Quality Stress Level and Mental Health using Personality Traits Wearable Sensors and Mobile Phones

Akane Sano, Andrew J. Phillips, Amy Z. Yu, Andrew W. McHill, Sara Taylor, Natasha Jaques, Charles A. Czeisler, Elizabeth B. Klerman, Rosalind W. Picard,

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An EEG and Motion Capture Based Expressive Music Interface for Affective Neurofeedback

Grace Leslie, Rosalind Picard, Simon Lui

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BioWatch: Estimation of Heart and Breathing Rates from Wrist Motions

Javier Hernandez, Daniel McDuff, Rosalind W. Picard

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Cardiac and Respiratory Parameter Estimation Using Head-mounted Motion-sensitive Sensors

J. Hernandez, Y. Li, J. M. Rehg, R. W. Picard

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How to Cope With Digital Stress: The Recommendations Adolescents Offer Their Peers Online

Emily C. Weinstein, Robert L. Selman, Sara Thomas, Jung-Eun Kim, Allison E. White, Karthik Dinakar

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Mixed-Initiative Real-Time Topic Modeling & Visualization for Crisis Counseling

Karthik Dinakar, Jackie Chen, Henry Lieberman, Rosalind W. Picard

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Response to Commentaries on Multiple Arousal Theory and Daily-Life Electrodermal Activity Asymmetry

Rosalind W. Picard, Szymon Fedor, Yadid Ayzenberg

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Multiple Arousal Theory and Daily-Life Electrodermal Activity Asymmetry

Rosalind W. Picard, Szymon Fedor, Yadid Ayzenberg

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Crowdsourcing Techniques for Affective Computing.

Robert R. Morris, Daniel McDuff

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Electrodermal Sleep Storm Activity as A Biomarker In Epilepsy Patient

Kapur K., Thome-Souza S., Klehm J., Sarkis R., Nagarajan E., Jackson M., Rosalind W. Picard, Doshi C., Papadelis C., Dworetzky B., Reinsberger C., Loddenkemper T.

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Remote Detection of Photoplethysmographic Systolic and Diastolic Peaks Using a Digital Camera

Daniel McDuff, S. Gontarek, Rosalind W. Picard

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Empatica E3: A wearable wireless multi-sensor device for real-time computerized biofeedback and data acquisition

M. Garbarino, M. Lai, D. Bender, Rosalind W. Picard, S. Tognetti

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BioGlass: Physiological Parameter Estimation Using a Head-mounted Wearable Device

Javier Hernandez, Li Y., Rehg J., Rosalind W. Picard

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Quantitative Analysis of Wrist Electrodermal Activity during Sleep

Akane Sano, Rosalind W. Picard, R. Stickgold

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SenseGlass: Using Google Glass to Sense Daily Emotions

Javier Hernandez, Rosalind W. Picard

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The Moment: a mobile tool for people with depression or bipolar disorder

Sky Tien-Yun Huang, Chloe Mun Yee Kwan, Akane Sano

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Ambulatory EDA: Comparison of bilateral forearm and calf locations

Szymon Fedor, Rosalind W. Picard

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Using Electrodermal Activity to Recognize Ease of Engagement in Children during Social Interactions

Javier Hernandez, Riobo I., Rozga A., Abowd G. D., Rosalind W. Picard

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Real-time Topic Models for Crisis Counseling

Karthik Dinakar, J.B.C. Chaney, Henry Lieberman, D. Blei

Publication

Comparison of Sleep-Wake Classification Using Electroencephalogram and Wrist-Worn Multi-Modal Sensor Data

Akane Sano, Rosalind W. Picard

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Modeling Subjective Experience-based Learning under Uncertainty and Frames

Hyungil Ahn, Rosalind W. Picard

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Improvements in Remote Cardio-Pulmonary Measurement Using a Five Band Digital Camera.

Daniel McDuff, S. Gontarek, Rosalind W. Picard

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AutoEmotive: Bringing Empathy to the Driving Experience to Manage Stress

Javier Hernandez, Daniel McDuff, Xavier Benavides, Judith Amores, Pattie Maes, Rosalind W. Picard

Publication

Why When and How Much to Entertain Consumers in Advertisements? A Web-based Facial Tracking Field Study

Thales Teixeira, Rosalind Picard, Rana el Kaliouby

Thesis

Thick Psychophysiology for Empathic Design

Hedman, E. "Thick Psychophysiology for Empathic Design"

Publication

The importance of measuring autonomic data in new epilepsy treatments

R W Picard, O Devinsky, B Dworetzky, J A French, D Friedman, M Lai, T Loddenkemper, M-Z Poh, C Reinsberger, R A Sarkis, R Surges

Publication

Measuring Affective-Cognitive Experience and Predicting Market Success

Hyungil Ahn, Rosalind W. Picard

Thesis

Crowdsourcing Affective Responses for Predicting Media Effectiveness

McDuff, D. "Crowdsourcing Affective Responses for Predicting Media Effectiveness"

Publication

Crowd-Sourcing a Scientific Study to Understand Autonomic Disruption in Epilepsy

Rosalind W. Picard, T. Loddenkemper, C. Reinsberger, R. A. Sarkis, B. Dworetzky, M. Lai, S. Tognetti, L. Picard, R. Surges, D. Friedman, J. A. French, O. Devinsky

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Crowd-Powered Positive Psychological Interventions.

Robert R. Morris, Rosalind W. Picard

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Under Pressure: Sensing Stress of Computer Users

Javier Hernandez, P. Paredes, A. Roseway, Mary Czerwinski

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Rich Nonverbal Sensing To Enable New Possibilities in Social Skills Training

M. E. Hoque, Rosalind W. Picard

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Combining Crowdsourcing and Learning to Improve Engagement and Performance.

Dontcheva M., Rob Morris, Brandt J., Gerber E.

Publication

Got Sleep?: mobile phone application to improve sleep

Akane Sano

Publication

Real-time mobile detection of drug use with wearable biosensors: a pilot study

Carreiro S, Smelson D, Ranney M, Horvath K. J., Rosalind W. Picard, Boudreaux E. D., Hayes R., Boyer E. W.

Publication

Understanding Ambulatory and Wearable Data for Health and Wellness

Akane Sano, Rosalind W. Picard