Rosalind W. Picard

Orcid: 0000-0002-5661-0022

Affiliations:
  • MIT, Cambridge, USA


According to our database1, Rosalind W. Picard authored at least 309 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

ACM Fellow

ACM Fellow 2021, "For contributions to physiological signal sensing for individual health and wellbeing".

IEEE Fellow

IEEE Fellow 2005, "For contributions to image and video analysis and affective computing.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Guest Editorial: Ethics in Affective Computing.
IEEE Trans. Affect. Comput., 2024

Deploying a Robotic ride-on Car in the Hospital to Reduce the Stress of Pediatric Patients before Surgery.
Proceedings of the Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

2023
Deploying a robotic positive psychology coach to improve college students' psychological well-being.
User Model. User Adapt. Interact., April, 2023

Prospective clinical validation of the Empatica EmbracePlus wristband as a reflective pulse oximeter.
Frontiers Digit. Health, March, 2023

Mixed Effects Random Forests for Personalised Predictions of Clinical Depression Severity.
CoRR, 2023

MultiPar-T: Multiparty-Transformer for Capturing Contingent Behaviors in Group Conversations.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

A Robotic Companion for Psychological Well-being: A Long-term Investigation of Companionship and Therapeutic Alliance.
Proceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, 2023

Contrastive Learning of Electrodermal Activity Representations for Stress Detection.
Proceedings of the Conference on Health, Inference, and Learning, 2023

Investigating the Physiological and Psychological Effect of an Interactive Musical Interface for Stress and Anxiety Reduction.
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Closer Worlds: Using Generative AI to Facilitate Intimate Conversations.
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Designing Conversational Agents for Emotional Self-Awareness.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

Fostering Parent-Child Interactions through Behavioral Understanding of Synchrony.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

Assessing Affective Engagement with Narratives of Invisible Disability.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

2022
Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis.
IEEE Trans. Affect. Comput., 2022

Automatic Recognition Methods Supporting Pain Assessment: A Survey.
IEEE Trans. Affect. Comput., 2022

Modeling Real-World Affective and Communicative Nonverbal Vocalizations From Minimally Speaking Individuals.
IEEE Trans. Affect. Comput., 2022

Design and Evaluation of a Clippable and Personalizable Pneumatic-haptic Feedback Device for Breathing Guidance.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Human Detection of Political Deepfakes across Transcripts, Audio, and Video.
CoRR, 2022

Real-time Public Speaking Anxiety Prediction Model for Oral Presentations.
Proceedings of the International Conference on Multimodal Interaction, 2022

DISSECT: Disentangled Simultaneous Explanations via Concept Traversals.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Can a Recommender System Support Treatment Personalisation in Digital Mental Health Therapy? A Quantitative Feasibility Assessment Using Data from a Behavioural Activation Therapy App.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Cardiac Arrest: Evaluating the Role of Biosignals in Gameplay Strategies and Players' Physiological Synchrony in Social Deception Games.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Affective Ratings of Nonverbal Vocalizations Produced by Minimally-Speaking Individuals: What Do Naive Listeners Perceive?
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

Computational Empathy Counteracts the Negative Effects of Anger on Creative Problem Solving.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021
Intelligent Signal Processing for Affective Computing [From the Guest Editors].
IEEE Signal Process. Mag., 2021

AmbientBreath: Unobtrusive Just-in-time Breathing Intervention Using Multi-sensory Stimulation and its Evaluation in a Car Simulator.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Driver Emotion Recognition for Intelligent Vehicles: A Survey.
ACM Comput. Surv., 2021

Comparing Human and Machine Deepfake Detection with Affective and Holistic Processing.
CoRR, 2021

Personalized Federated Deep Learning for Pain Estimation From Face Images.
CoRR, 2021

What every engineer and computer scientist should know: the biggest contributor to happiness.
Commun. ACM, 2021

Habit Formation Dynamics: Finding Factors Associated with Building Strong Mindfulness Habits.
Proceedings of the HCI International 2021 - Posters - 23rd HCI International Conference, 2021

Beyond the Words: Analysis and Detection of Self-Disclosure Behavior during Robot Positive Psychology Interaction.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

The Guardians: Designing a Game for Long-term Engagement with Mental Health Therapy.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

aSpire: Clippable, Mobile Pneumatic-Haptic Device for Breathing Rate Regulation via Personalizable Tactile Feedback.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

Predicting Driver Self-Reported Stress by Analyzing the Road Scene.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020
Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health.
IEEE Trans. Affect. Comput., 2020

Toward Assessing and Recommending Combinations of Behaviors for Improving Health and Well-Being.
ACM Trans. Comput. Heal., 2020

openXDATA: A Tool for Multi-Target Data Generation and Missing Label Completion.
CoRR, 2020

Studying Personalized Just-in-time Auditory Breathing Guides and Potential Safety Implications during Simulated Driving.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

A Robotic Positive Psychology Coach to Improve College Students' Wellbeing.
Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

Going with our Guts: Potentials of Wearable Electrogastrography (EGG) for Affect Detection.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Personalized Modeling of Real-World Vocalizations from Nonverbal Individuals.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Human-centric dialog training via offline reinforcement learning.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Forecasting stress, mood, and health from daytime physiology in office workers and students.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

EmpathicGPS: Exploring the Role of Voice Tonality in Navigation Systems during Simulated Driving.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

Promoting Wellbeing with Sunny, a Chatbot that Facilitates Positive Messages within Social Groups.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

The ECHOS Platform to Enhance Communication for Nonverbal Children with Autism: A Case Study.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

Hierarchical Reinforcement Learning for Open-Domain Dialog.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks.
IEEE J. Biomed. Health Informatics, 2019

Wearable Motion-Based Heart Rate at Rest: A Workplace Evaluation.
IEEE J. Biomed. Health Informatics, 2019

Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog.
CoRR, 2019

Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes.
Proceedings of the Machine Learning for Healthcare Conference, 2019

Probabilistic Latent Variable Modeling for Assessing Behavioral Influences on Well-Being.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach.
Proceedings of the International Conference on Multimodal Interaction, 2019

Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Affective Sleeve: Wearable Materials with Haptic Action for Promoting Calmness.
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2019

Daytime Data and LSTM can Forecast Tomorrow's Stress, Health, and Happiness.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Personalized Estimation of Engagement From Videos Using Active Learning With Deep Reinforcement Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Personalized Wellbeing Prediction using Behavioral, Physiological and Weather Data.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Unintentional affective priming during labeling may bias labels.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

Pain Detection with fNIRS-Measured Brain Signals: A Personalized Machine Learning Approach Using the Wavelet Transform and Bayesian Hierarchical Modeling with Dirichlet Process Priors.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

Detection of Real-World Driving-Induced Affective State Using Physiological Signals and Multi-View Multi-Task Machine Learning.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

Engineering Music to Slow Breathing and Invite Relaxed Physiology.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

Analysis of Online Suicide Risk with Document Embeddings and Latent Dirichlet Allocation.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

Tweet Moodifier: Towards giving emotional awareness to Twitter users.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018
QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform.
Sensors, 2018

Personalized machine learning for robot perception of affect and engagement in autism therapy.
Sci. Robotics, 2018

Estimating Carotid Pulse and Breathing Rate from Near-infrared Video of the Neck.
CoRR, 2018

A Mixture of Personalized Experts for Human Affect Estimation.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

Affective keys: towards unobtrusive stress sensing of smartphone users.
Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2018

CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Learning via Social Awareness: Improving a Deep Generative Sketching Model with Facial Feedback.
Proceedings of the Workshop on Artificial Intelligence in Affective Computing, 2018

Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

AMAI: Adaptive Music for Affect Improvement.
Proceedings of the 2018 International Computer Music Conference, 2018

Learning via social awareness: improving sketch representations with facial feedback.
Proceedings of the 6th International Conference on Learning Representations, 2018

Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13).
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Continuous Pain Intensity Estimation from Autonomic Signals with Recurrent Neural Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Vomit Comet Physiology: Autonomic Changes in Novice Flyers.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Trip to the Moon: Personalized Animated Movies for Self-reflection.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Measuring Engagement in Robot-Assisted Autism Therapy: A Cross-Cultural Study.
Frontiers Robotics AI, 2017

Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression.
CoRR, 2017

Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning.
CoRR, 2017

DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain.
CoRR, 2017

QuantifyMe: An Automated Single-Case Experimental Design Platform.
Proceedings of the Wireless Mobile Communication and Healthcare, 2017

DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain.
Proceedings of the 1st IJCAI Workshop on Artificial Intelligence in Affective Computing (AffComp 2017), 2017

Predicting Tomorrow's Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation.
Proceedings of the 1st IJCAI Workshop on Artificial Intelligence in Affective Computing (AffComp 2017), 2017

Eliminating Physiological Information from Facial Videos.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Personalized Automatic Estimation of Self-Reported Pain Intensity from Facial Expressions.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

BrightBeat: Effortlessly Influencing Breathing for Cultivating Calmness and Focus.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

MIT Community Challenge: Designing a Platform to Promote Kindness and Prosocial Behavior.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Multimodal ambulatory sleep detection.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

SPRING: Customizable, Motivation-Driven Technology for Children with Autism or Neurodevelopmental Differences.
Proceedings of the 2017 Conference on Interaction Design and Children, 2017

Multi-task neural networks for personalized pain recognition from physiological signals.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

Stress measurement from tongue color imaging.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

Objective assessment of depressive symptoms with machine learning and wearable sensors data.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

GIFGIF+: Collecting emotional animated GIFs with clustered multi-task learning.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Automating the Recognition of Stress and Emotion: From Lab to Real-World Impact.
IEEE Multim., 2016

Improving Sleep-Wake Schedule Using Sleep Behavior Visualization and a Bedtime Alarm.
EAI Endorsed Trans. Future Intell. Educ. Environ., 2016

Wearable ESM: differences in the experience sampling method across wearable devices.
Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2016

Understanding and Predicting Bonding in Conversations Using Thin Slices of Facial Expressions and Body Language.
Proceedings of the Intelligent Virtual Agents - 16th International Conference, 2016

Personality, Attitudes, and Bonding in Conversations.
Proceedings of the Intelligent Virtual Agents - 16th International Conference, 2016

Predicting Perceived Emotions in Animated GIFs with 3D Convolutional Neural Networks.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Emotion technology, wearables, and surprises.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

COGCAM: Contact-free Measurement of Cognitive Stress During Computer Tasks with a Digital Camera.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

BITxBIT: Encouraging Behavior Change with N=2 Experiments.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Computing in Mental Health.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
Guest Editorial Sensor Informatics and Quantified Self.
IEEE J. Biomed. Health Informatics, 2015

Predicting Ad Liking and Purchase Intent: Large-Scale Analysis of Facial Responses to Ads.
IEEE Trans. Affect. Comput., 2015

Cardiac and Respiratory Parameter Estimation Using Head-mounted Motion-sensitive Sensors.
EAI Endorsed Trans. Pervasive Health Technol., 2015

Biowatch: Estimation of heart and breathing rates from wrist motions.
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Recognizing Stress, Engagement, and Positive Emotion.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Mixed-Initiative Real-Time Topic Modeling & Visualization for Crisis Counseling.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying (Extended Abstract).
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Automatic identification of artifacts in electrodermal activity data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Prediction of Happy-Sad mood from daily behaviors and previous sleep history.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Biophone: Physiology monitoring from peripheral smartphone motions.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Wavelet-based motion artifact removal for electrodermal activity.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

SmileTracker: Automatically and Unobtrusively Recording Smiles and their Context.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

BioInsights: Extracting personal data from "Still" wearable motion sensors.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

Crowdsourcing facial responses to online videos: Extended abstract.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Predicting students' happiness from physiology, phone, mobility, and behavioral data.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Exploring temporal patterns in classifying frustrated and delighted smiles (Extended abstract).
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
FEEL: A System for Frequent Event and Electrodermal Activity Labeling.
IEEE J. Biomed. Health Informatics, 2014

Remote Detection of Photoplethysmographic Systolic and Diastolic Peaks Using a Digital Camera.
IEEE Trans. Biomed. Eng., 2014

Improvements in Remote Cardiopulmonary Measurement Using a Five Band Digital Camera.
IEEE Trans. Biomed. Eng., 2014

Measuring Affective-Cognitive Experience and Predicting Market Success.
IEEE Trans. Affect. Comput., 2014

Why, When, and How Much to Entertain Consumers in Advertisements? A Web-Based Facial Tracking Field Study.
Mark. Sci., 2014

Automatic measurement of ad preferences from facial responses gathered over the Internet.
Image Vis. Comput., 2014

Rich Nonverbal Sensing Technology for Automated Social Skills Training.
Computer, 2014

SenseGlass: using google glass to sense daily emotions.
Proceedings of the adjunct publication of the 27th annual ACM symposium on User interface software and technology, 2014

BioGlass: Physiological parameter estimation using a head-mounted wearable device.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Empatica E3 - A wearable wireless multi-sensor device for real-time computerized biofeedback and data acquisition.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Affective media and wearables: surprising findings.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Using electrodermal activity to recognize ease of engagement in children during social interactions.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Comparison of sleep-wake classification using electroencephalogram and wrist-worn multi-modal sensor data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Remote measurement of cognitive stress via heart rate variability.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Understanding Ambulatory and Wearable Data for Health and Wellness.
Proceedings of the 2014 AAAI Spring Symposia, 2014

Modeling Subjective Experience-Based Learning under Uncertainty and Frames.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

AutoEmotive: bringing empathy to the driving experience to manage stress.
Proceedings of the Companion Publication of the 2014 ACM SIGCHI Conference on Designing Interactive Systems Conference, 2014

2013
Recent adventures with emotion-reading technology.
Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, 2013

Surprising discoveries from emotion sensors.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Inside-out: Reflecting on your inner state.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013

MACH: my automated conversation coach.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Predicting online media effectiveness based on smile responses gathered over the Internet.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Affectiva-MIT Facial Expression Dataset (AM-FED): Naturalistic and Spontaneous Facial Expressions Collected "In-the-Wild".
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Recognition of sleep dependent memory consolidation with multi-modal sensor data.
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

Stress Recognition Using Wearable Sensors and Mobile Phones.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Measuring Voter's Candidate Preference Based on Affective Responses to Election Debates.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Automated Coach to Practice Conversations.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying.
ACM Trans. Interact. Intell. Syst., 2012

Crowdsourcing Facial Responses to Online Videos.
IEEE Trans. Affect. Comput., 2012

Exploring Temporal Patterns in Classifying Frustrated and Delighted Smiles.
IEEE Trans. Affect. Comput., 2012

Cardiovascular Monitoring Using Earphones and a Mobile Device.
IEEE Pervasive Comput., 2012

Crowdsourcing Collective Emotional Intelligence
CoRR, 2012

Mood Meter: large-scale and long-term smile monitoring system.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2012

You Too?! Mixed-Initiative LDA Story Matching to Help Teens in Distress.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Multimodal annotation tool for challenging behaviors in people with Autism spectrum disorders.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Mood meter: counting smiles in the wild.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

FEEL: frequent EDA and event logging - a mobile social interaction stress monitoring system.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam.
IEEE Trans. Biomed. Eng., 2011

Recognizing affect from speech prosody using hierarchical graphical models.
Speech Commun., 2011

A medical mirror for non-contact health monitoring.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011

Crowdsourced data collection of facial responses.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

Invited Talk Abstracts.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Acume: A new visualization tool for understanding facial expression and gesture data.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Acted vs. natural frustration and delight: Many people smile in natural frustration.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Real-time inference of mental states from facial expressions and upper body gestures.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Toward a taxonomy of autonomic sleep patterns with electrodermal activity.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Measuring Affect in the Wild.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

Are You Friendly or Just Polite? - Analysis of Smiles in Spontaneous Face-to-Face Interactions.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

Machine Learning for Affective Computing.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

Call Center Stress Recognition with Person-Specific Models.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
Motion-tolerant magnetic earring sensor and wireless earpiece for wearable photoplethysmography.
IEEE Trans. Inf. Technol. Biomed., 2010

iCalm: wearable sensor and network architecture for wirelessly communicating and logging autonomic activity.
IEEE Trans. Inf. Technol. Biomed., 2010

A Wearable Sensor for Unobtrusive, Long-Term Assessment of Electrodermal Activity.
IEEE Trans. Biomed. Eng., 2010

Technology for Changing Feelings.
Proceedings of the Persuasive Technology, 5th International Conference, 2010

Mobile emotional intelligence.
Proceedings of the 8th International Conference on Mobile Systems, 2010

Affect valence inference from facial action unit spectrograms.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Broadening accessibility through special interests: a new approach for software customization.
Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010

2009
Affect-aware tutors: recognising and responding to student affect.
Int. J. Learn. Technol., 2009

When Human Coders (and Machines) Disagree on the Meaning of Facial Affect in Spontaneous Videos.
Proceedings of the Intelligent Virtual Agents, 9th International Conference, 2009

Heartphones: Sensor Earphones and Mobile Application for Non-obtrusive Health Monitoring.
Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC 2009), 2009

Exploring speech therapy games with children on the autism spectrum.
Proceedings of the INTERSPEECH 2009, 2009

Robots with emotional intelligence.
Proceedings of the 4th ACM/IEEE International Conference on Human Robot Interaction, 2009

The Benefits of Synchronized Genuine Smiles in Face-to-Face Service Encounters.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Lessons from participatory design with adolescents on the autism spectrum.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Demonstration: Interactive social-emotional toolkit (iSET).
Proceedings of the Affective Computing and Intelligent Interaction, 2009

iCalm: Measuring electrodermal activity in almost any setting.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

The chameleon project: An art installation exploring emotional contagion.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

A more effective way to label affective expressions.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008
Lessons learned from a pilot study quantifying face contact and skin conductance in teens with asperger syndrome.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Shybot: friend-stranger interaction for children living with autism.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Common sense assistant for writing stories that teach social skills.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Technology for just-in-time in-situ learning of facial affect for persons diagnosed with an autism spectrum disorder.
Proceedings of the 10th International ACM SIGACCESS Conference on Computers and Accessibility, 2008

2007
Relative subjective count and assessment of interruptive technologies applied to mobile monitoring of stress.
Int. J. Hum. Comput. Stud., 2007

Automatic prediction of frustration.
Int. J. Hum. Comput. Stud., 2007

Toward an Affect-Sensitive AutoTutor.
IEEE Intell. Syst., 2007

Gender-Specific Approaches to Developing Emotionally Intelligent Learning Companions.
IEEE Intell. Syst., 2007

Experiments with a robotic computer: body, affect and cognition interactions.
Proceedings of the Second ACM SIGCHI/SIGART Conference on Human-Robot Interaction, 2007

Stoop to Conquer: Posture and Affect Interact to Influence Computer Users' Persistence.
Proceedings of the Affective Computing and Intelligent Interaction, 2007

2006
Special issue on dialog systems for health communication.
J. Biomed. Informatics, 2006

Self-Cam: feedback from what would be your social partner.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

Building an Affective Learning Companion.
Proceedings of the Intelligent Tutoring Systems, 8th International Conference, 2006

Effects of Guided and Unguided Style Learning on User Attention in a Virtual Environment.
Proceedings of the Technologies for E-Learning and Digital Entertainment, 2006

Invited Talk: An Exploratory Social-Emotional Prosthetic for Autism Spectrum Disorders.
Proceedings of the 2006 International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2006), 2006

The Role of Emotion-Inspired Abilities in Relational Robots.
Proceedings of the Neuroergonomics - the brain at work., 2006

2005
Establishing and maintaining long-term human-computer relationships.
ACM Trans. Comput. Hum. Interact., 2005

Detecting stress during real-world driving tasks using physiological sensors.
IEEE Trans. Intell. Transp. Syst., 2005

Hyperparameter and Kernel Learning for Graph Based Semi-Supervised Classification.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Multimodal affect recognition in learning environments.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Mixture of Gaussian Processes for Combining Multiple Modalities.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Classical and novel discriminant features for affect recognition from speech.
Proceedings of the INTERSPEECH 2005, 2005

Emotional Intelligence in Agents and Interactive Computers.
Proceedings of the ICEIS 2005, 2005

The HandWave Bluetooth Skin Conductance Sensor.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

Affective-Cognitive Learning and Decision Making: A Motivational Reward Framework for Affective Agents.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

2004
Ethical Evaluation of Displays that Adapt to Affect.
Cyberpsychology Behav. Soc. Netw., 2004

INNER-active journal.
Proceedings of the 1st ACM Workshop on Story Representation, Mechanism and Context, 2004


Probabilistic Combination of Multiple Modalities to Detect Interest.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Predictive automatic relevance determination by expectation propagation.
Proceedings of the Machine Learning, 2004

Toward Machines with Emotional Intelligence.
Proceedings of the ICINCO 2004, 2004

Affective sensors, privacy, and ethical contracts.
Proceedings of the Extended abstracts of the 2004 Conference on Human Factors in Computing Systems, 2004

Towards caring machines.
Proceedings of the Extended abstracts of the 2004 Conference on Human Factors in Computing Systems, 2004

2003
Modeling drivers' speech under stress.
Speech Commun., 2003

Affective computing: challenges.
Int. J. Hum. Comput. Stud., 2003

Computers That Recognize and Respond to User Emotion.
Proceedings of the User Modeling 2003, 2003

Automated Posture Analysis for Detecting Learner's Interest Level.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Exertion interfaces: sports over a distance for social bonding and fun.
Proceedings of the 2003 Conference on Human Factors in Computing Systems, 2003

Fully Automatic Upper Facial Action Recognition.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002
Adding Human-Provided Emotional Scaffolding to an Automated Reading Tutor That Listens Increases Student Persistence.
Proceedings of the Intelligent Tutoring Systems, 6th International Conference, 2002

Context-Sensitive Bayesian Classifiers and Application to Mouse Pressure Pattern Classification.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Experimentally Augmenting an Intelligent Tutoring System with Human-Supplied Capabilities: Adding Human-Provided Emotional Scaffolding to an Automated Reading Tutor that Listens.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

Bayesian spectrum estimation of unevenly sampled nonstationary data.
Proceedings of the IEEE International Conference on Acoustics, 2002

Real-Time, Fully Automatic Upper Facial Feature Tracking.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Future interfaces: social and emotional.
Proceedings of the Extended abstracts of the 2002 Conference on Human Factors in Computing Systems, 2002

2001
Toward Machine Emotional Intelligence: Analysis of Affective Physiological State.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Tools for Browsing a TV Situation Comedy Based on Content Specific Attributes.
Multim. Tools Appl., 2001

Frustrating the user on purpose: a step toward building an affective computer.
Interact. Comput., 2001

Computers that recognise and respond to user emotion: theoretical and practical implications.
Interact. Comput., 2001

This computer responds to user frustration: Theory, design, and results.
Interact. Comput., 2001

A real-time head nod and shake detector.
Proceedings of the 2001 workshop on Perceptive user interfaces, 2001

The Bayes Point Machine for computer-user frustration detection via pressuremouse.
Proceedings of the 2001 workshop on Perceptive user interfaces, 2001

Affective and Wearable Interfaces: Sensing and Responding to Human Emotion.
Proceedings of the Human-Computer Interaction INTERACT '01: IFIP TC13 International Conference on Human-Computer Interaction, 2001

An Affective Model of Interplay between Emotions and Learning: Reengineering Educational Pedagogy - Building a Learning Companion.
Proceedings of the Proceedings IEEE International Conference on Advanced Learning Technology: Issues, 2001

Building HAL: computers that sense, recognize, and respond to human emotion.
Proceedings of the Human Vision and Electronic Imaging VI, 2001

2000
Toward computers that recognize and respond to user emotion.
IBM Syst. J., 2000

Synthetic Emotion.
IEEE Computer Graphics and Applications, 2000

Affective Perception.
Commun. ACM, 2000

SmartCar: Detecting Driver Stress.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Affective Computing for Future Agents.
Proceedings of the Cooperative Information Agents IV, 2000

1999
Response to Sloman's Review of Affective Computing.
AI Mag., 1999

An Interview with Rosalind Picard, Author of "Affective Computing".
Proceedings of the Affective Interactions, 1999

A spectral 2-D Wold decomposition algorithm for homogeneous random fields.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Affective Computing for HCI.
Proceedings of the Human-Computer Interaction: Ergonomics and User Interfaces, 1999

Expression glasses: a wearable device for facial expression recognition.
Proceedings of the CHI '99 Extended Abstracts on Human Factors in Computing Systems, 1999

This computer responds to user frustration.
Proceedings of the CHI '99 Extended Abstracts on Human Factors in Computing Systems, 1999

1998
Human-computer coupling.
Proc. IEEE, 1998

Panel on Affect and Emotion in the User Interface.
Proceedings of the 3rd International Conference on Intelligent User Interfaces, 1998

StartleCam: A Cybernetic Wearable Camera.
Proceedings of the Second International Symposium on Wearable Computers (ISWC 1998), 1998

The "Conductor's Jacket": A Device for Recording Expressive Musical Gestures.
Proceedings of the 1998 International Computer Music Conference, 1998

Finding Periodicity in Space and Time.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Digital processing of affective signals.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Signal processing for recognition of human frustration.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Frustrating the user on purpose: using biosignals in a pilot study to detect the user's emotional state.
Proceedings of the CHI 98 Conference Summary on Human Factors in Computing Systems, 1998

Indoor-Outdoor Image Classification.
Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases, 1998

1997
Cluster-based probability model and its application to image and texture processing.
IEEE Trans. Image Process., 1997

Video orbits of the projective group a simple approach to featureless estimation of parameters.
IEEE Trans. Image Process., 1997

Affective Wearables.
Pers. Ubiquitous Comput., 1997

Augmented Reality Through Wearable Computing.
Presence Teleoperators Virtual Environ., 1997

Interactive learning with a "society of models".
Pattern Recognit., 1997

1996
On the efficiency of the orthogonal least squares training method for radial basis function networks.
IEEE Trans. Neural Networks, 1996

M-lattice: from morphogenesis to image processing.
IEEE Trans. Image Process., 1996

Introduction to the Special Section on Digital Libraries: Representation and Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Periodicity, Directionality, and Randomness: Wold Features for Image Modeling and Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Photobook: Content-based manipulation of image databases.
Int. J. Comput. Vis., 1996

A Society of Models for Video and Image Libraries.
IBM Syst. J., 1996

Temporal texture modeling.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Modeling user subjectivity in image libraries.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Vision Texture for Annotation.
Multim. Syst., 1995

Computer Learning of Subjectivity.
ACM Comput. Surv., 1995

Toward a Visual Thesaurus.
Proceedings of the Final WorkShop on Multimedia Information Retrieval (MIRO'95), 1995

Color halftoning with M-lattice.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Light-years from Lena: video and image libraries of the future.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Digital Libraries: Meeting Place for Low-Level And High-Level Vision.
Proceedings of the Recent Developments in Computer Vision, 1995

1994
Gibbs Random Fields, Cooccurrences, and Texture Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 1994

Video and Image Semantics: Advanced Tools for Telecommunications.
IEEE Multim., 1994

Photobook: Tools for Content-Based Manipulation of Image Databases.
Proceedings of the Storage and Retrieval for Image and Video Databases II, 1994

Restoration and enhancement of fingerprint images using M-lattice-a novel nonlinear dynamical system.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Periodicity, directionality, and randomness: Wold features for perceptual pattern recognition.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Texture orientation for sorting photos "at a glance".
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Orientation-sensitive Image Processing with <i>M</i>-Lattice - A Novel Nonlinear Dynamical System.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Exaggerated Consensus in Lossless Image Compression.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Virtual Bellows: Constructing High Quality Stills from Video.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

M-lattice: a novel non-linear dynamical system and its application to halftoning.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Cluster-based probability model applied to image restoration and compression.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

A new Wold ordering for image similarity.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Novel cluster-based probability model for texture synthesis, classification, and compression.
Proceedings of the Visual Communications and Image Processing '93, 1993

Finding similar patterns in large image databases.
Proceedings of the IEEE International Conference on Acoustics, 1993

Real-time recognition with the entire Brodatz texture database.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
Structure of aura and co-occurrence matrices for the Gibbs texture model.
J. Math. Imaging Vis., 1992

Gibbs random fields: temperature and parameter analysis.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Markov/Gibbs texture modeling: aura matrices and temperature effects.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991


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