Publication

Small cities face greater impact from automation

Small cities face greater impact from automation Morgan R. Frank, Lijun Sun, Manuel Cebrian, Hyejin Youn, Iyad Rahwan J. R. Soc. Interface 2018 15 20170946; DOI: 10.1098/rsif.2017.0946. Published 7 February 2018

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Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification

Buolamwini, J., Gebru, T. "Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification." Proceedings of Machine Learning Research 81:1–15, 2018 Conference on Fairness, Accountability, and Transparency

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Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy

Rudovic, O., Lee, J., Dai, M., Schuller, B., Picard, R. "Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy," arXiv preprint: https://arxiv.org/abs/1802.01186, Feb 2018.

Publication

Miniaturized Neural System for Chronic, Local Intracerebral Drug Delivery

Dagdeviren, Canan, Ramadi, Khalil B., Joe, Pauline, Spencer, Kevin, Schwerdt, Helen N., Shimazu, Hideki, Delcasso, Sebastien, Amemori, Ken-ichi, Nunez-Lopez, Carlos, Graybiel, Ann M., Cima, Michael J., Langer, Robert, Science Translational Medicine, 10, 425, 2018.

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Cultivating a Data Mindset in the Arts and Humanities

D’Ignazio, C., & Bhargava, R. (2018). Cultivating a Data Mindset in the Arts and Humanities | Public. Public, 4(2).

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Cooperating with machines

Jacob W. Crandall, Mayada Oudah, Tennom, Fatimah Ishowo-Oloko, Sherief Abdallah, Jean-François Bonnefon, Manuel Cebrian, Azim Shariff, Michael A. Goodrich , Iyad Rahwan . Nature Communications, 2018.

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Rhythm: A Unified Measurement Platform for Human Organizations

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Shooting Low or High: Do Countries Benefit from Entering Unrelated Activities?

Pinheiro, Flávio L., et al. "Shooting Low or High: Do Countries Benefit from Entering Unrelated Activities?" arXiv preprint arXiv:1801.05352 (2018).

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Self-Assembling Space Structures: buckminsterfullerene sensor nodes

Ekblaw, Ariel, and Joseph Paradiso. "Self-assembling Space Structures: Buckminsterfullerene Sensor Nodes." In 2018 AIAA SciTech / AHS Adaptive Structures Conference, p. 0565. 2018.

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Score Instruments: A New Paradigm of Musical Instruments to Guide Musical Wonderers

van Troyer, A. "Score Instruments: A New Paradigm of Musical Instruments to Guide Musical Wonderers"

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Detecting reciprocity at a global scale

Frank, M. R., Obradovich, N., Sun, L., Woon, W. L., LeVeck, B. L., & Rahwan, I. (2018). Detecting reciprocity at a global scale. Science Advances, 4(1), eaao5348.

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Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health

Taylor, S.*, Jaques, N.*, Nosakhare, E., Sano, A. and Picard, R., "Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health," in IEEE Transactions on Affective Computing, vol. PP, no. 99, pp. 1-1. doi: 10.1109/TAFFC.2017.2784832 *Both authors contributed equally.

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Wild Animals in Daily Life

Remo Manuel Frey, Gabriel A. Miller, Alexander Ilic, Elgar Fleisch, Alex 'Sandy' Pentland. 2017. Wild Animals in Daily Life. 38th International Conference on Information Systems (ICIS 2017), Seoul, South Korea

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Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning

Lopez-Martinez, D., Rudovic, O., Picard, R. "Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning," NIPS Workshop on Machine Learning for Healthcare, Long Beach, CA, December 2017.

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Young adult born neurons enhance hippocampal dependent performance via influences on bilateral networks

Zhuo JM, Tseng HA, Desai M, Bucklin ME, Mohammed AI, Robinson NT, Boyden ES, Rangel LM, Jasanoff AP, Gritton HJ, Han X (2016) Young adult born neurons enhance hippocampal dependent performance via influences on bilateral networks, eLIFE 5:e22429.

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QuantifyMe: An Automated Single-Case Experimental Design Platform

Sano, A.*, Taylor, S.*, Ferguson, C., Mohan A., Picard, R. "QuantifyMe: An Automated Single-Case Experimental Design Platform," In Proc. International Conference on Wireless Mobile Communication and Healthcare (MobiHealth), Vienna, Austria, November 2017. (*equal contribution)

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Rethinking Machine Vision Time of Flight With GHz Heterodyning

Kadambi, Achuta and Raskar, Ramesh, Rethinking Machine Vision Time of Flight with GHz Heterodyning, IEEE Access 2017

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Assistive Augmentation

Jochen Huber, Roy Shilkrot, Pattie Maes, Suranga Nanayakkara. https://doi.org/10.1007/978-981-10-6404-3

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Resisting Reduction

Joi Ito

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Location Patterns from Phone Sensors May Help Predict Depressive Symptoms: A Longitudinal Pilot Study

Howe, E., Ghandeharioun, A., Pedrelli, P., Mischoulon, D., Picard, R., Fedor, S. "Location Patterns from Phone Sensors May Help Predict Depressive Symptoms: A Longitudinal Pilot Study," Association for Behavioral and Cognitive Therapies Annual Convention – Tech SIG, San Diego, CA, November 2017.

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Intermediate Levels of Network Heterogeneity Provide the Best Evolutionary Outcomes

Pinheiro, Flávio L., and Dominik Hartmann. "Intermediate Levels of Network Heterogeneity Provide the Best Evolutionary Outcomes." Scientific Reports 7.1 (2017): 15242.

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Regularization approaches for support vector machines with applications to biomedical data

arXiv:1710.10600

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Multimodal Autoencoder: A Deep Learning Approach to Filling In Missing Sensor Data and Enabling Better Mood Prediction

Jaques, N., Taylor, S., Sano, A., and Picard, R. International Conference on Affective Computing and Intelligent Interaction (ACII), San Antonio, Texas, October 2017

Publication

Multi-task Neural Networks for Personalized Pain Recognition from Physiological Signals

Lopez-Martinez, D., and Picard, R. "Multi-task Neural Networks for Personalized Pain Recognition from Physiological Signals," International Conference on Affective Computing and Intelligent Interaction (ACII) Workshop on Tools and Algorithms for Mental Health and Wellbeing, Pain, and Distress (MHWPD), San Antonio, Texas, October 2017

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Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data

Sano, A., Johns, P., Czerwinski, M. "Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data," International Conference on Affective Computing and Intelligent Interaction (ACII), San Antonio, Texas, October 2017.

Publication

Hand Development Kit: Soft Robotic Fingers as Prosthetic Augmentation of the Hand

Yuhan Hu, Sang-won Leigh, and Pattie Maes. 2017. Hand Development Kit: Soft Robotic Fingers as Prosthetic Augmentation of the Hand. In Adjunct Publication of the 30th Annual ACM Symposium on User Interface Software and Technology (UIST '17). ACM, New York, NY, USA, 27-29.

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Flexible Piezoelectric Devices for Gastrointestinal Motility Sensing

Dagdeviren, C., Javid, Farhad, Joe, Pauline, von Erlach, Thomas, Bensel, Taylor, Wei, Zijun, Saxton, Sarah, Cleveland, Cody, Booth, Lucas, McDonnell, Shane, Collins, Joy, Hayward, Alison, Langer, Robert, Traverso, Giovanni, Nature Biomedical Engineering, 1, 807-817, 2017.

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Integrating EMA, clinical assessment and wearable sensors to examine the association between MDD and alcohol use

Pedrelli, P., Howe, E., Mischoulon, D., Picard, R., Ghandeharioun, A., Fedor, S."Integrating EMA, clinical assessment and wearable sensors to examine the association between MDD and alcohol use," Connected Health Conference, Boston, MA, October 2017.

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Objective assessment of depressive symptoms with machine learning and wearable sensors data

Ghandeharioun, A., Fedor, S., Sangermano, L., Ionescu, D., Alpert, J., Dale, C., Sontag, D., Picard, R. "Objective assessment of depressive symptoms with machine learning and wearable sensors data," International Conference on Affective Computing and Intelligent Interaction (ACII), San Antonio, Texas, October 2017.

Publication

Minding the Billions: Ultra-wideband Localization for Deployed RFID Tags

Minding the Billions: Ultra-wideband Localization for Deployed RFID Tags, Yunfei Ma, Nicholas Selby, and Fadel Adib. ACM MobiCom '17

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Multicenter clinical assessment of improved wearable multimodal convulsive seizure detectors

Francesco Onorati, Giulia Regalia, Chiara Caborni, Matteo Migliorini, Daniel Bender, Ming-Zher Poh, Cherise Frazier, Eliana Kovitch Thropp, Elizabeth D. Mynatt, Jonathan Bidwell, Roberto Mai, W. Curt LaFrance Jr, Andrew S. Blum, Daniel Friedman, Tobias Loddenkemper, Fatemeh Mohammadpour-Touserkani, Claus Reinsberger, Simone Tognetti, Rosalind W. Picard. DOI: 10.1111/epi.13899

Publication

Stress Measurement from Tongue Color Imaging

Hernandez J., Ferguson C., Sano A., Chen W., Weihui L., Yeung A. and Picard R. "Stress Measurement from Tongue Color Imaging," International Conference on Affective Computing and Intelligent Interaction (ACII), San Antonio, Texas, October 2017.

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The Reality Editor: An Open and Universal Tool for Understanding and Controlling the Physical World

Valentin Heun

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Agent-based simulation in management and organizational studies: a survey

Publication

Cancel detection of transactions based on chat messages

Rikuo Hasegawa

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A Voting-Based System for Ethical Decision Making

Ritesh Noothigattu, Snehalkumar 'Neil' S. Gaikwad, Edmond Awad, Sohan Dsouza, Iyad Rahwan, Pradeep Ravikumar, Ariel D. Procaccia

Publication

The dermal abyss: interfacing with the skin by tattooing biosensors

Katia Vega, Nan Jiang, Xin Liu, Viirj Kan, Nick Barry, Pattie Maes, Ali Yetisen, Joe Paradiso. " The dermal abyss: interfacing with the skin by tattooing biosensors." Proceedings of the 2017 ACM International Symposium on Wearable Computers, ISWC '17 , p. 138-145, 2017.

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A visualization tool for reconstructing behavior patterns in built spaces

Jason Nawyn, Carson Smuts, and Kent Larson. 2017. A visualization tool for reconstructing behavior patterns in built spaces. In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '17). ACM, New York, NY, USA, 269-272. DOI: https://doi.org/10.1145/3123024.3123181

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Humans, Machines and the Design Process. Exploring the Role of Computation in the Early Phases of Creation

Philippa Mothersill & V. Michael Bove Jr. (2017) Humans, Machines and the Design Process. Exploring the Role of Computation in the Early Phases of Creation, The Design Journal, 20:sup1, S3899-S3913, DOI: 10.1080/14606925.2017.1352892

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Mission Wildlife: An Augmented Reality Approach to Engaging People About Threats to Endangered Species at a Zoo

Ho, P. H., Miller, G. A., Wang M. Y., Haleftiras, N., Zuckerman, E. 2017. Mission Wildlife: An Augmented Reality Approach to Engaging People About Threats to Endangered Species at a Zoo. In proceedings of Unobtrusive User Experiences with Technology in Nature (NatureCHI'17) at the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI'17).

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Weather impacts expressed sentiment

Weather impacts expressed sentiment. Patrick Baylis, Nick Obradovich, Yury Kryvasheyeu, Haohui Chen, Lorenzo Coviello, Esteban Moro, Manuel Cebrian, James H. Fowler. arXiv:1709.00071v1 [stat.AP]

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2世代後のVRヘッドセットの鍵を握るディスプレイ技術

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Drone Relays for Battery-Free Networks

Drone Relays for Battery-Free Networks. Yunfei Ma, Nicholas Selby, and Fadel Adib. ACM SIGCOMM 2017

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VR体験中の表情がヘッドセットに浮かび上がる Googleが認識技術を応用

Publication

Predicting Tomorrow's Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation

Jaques, N., Rudovic, O., Taylor, S., Sano, A., and Picard, R. Proceedings of Machine Learning Research, 48, 17-33. August 2017.

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Dynamic Drawing: Broadening Practice and Participation in Procedural Art

Thesis: Jennifer Jacobs. Dynamic Drawing: Broadening Practice and Participation in Procedural Art. Massachusetts Institute of Technology. September 2017.

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Finding Places: HCI Platform for Public Participation in Refugees’ Accommodation Process

Finding Places: HCI Platform for Public Participation in Refugees’ Accommodation Process. Ariel Noyman , Tobias Holtz, Johannes Kröger, Jörg Rainer Noennig, Kent Larson. a Massachusetts Institute of Technology, Media Lab, Changing Places Group, Cambridge MA, b HafenCity University Hamburg, CityScienceLab, c HafenCity University Hamburg, Lab for Geoinformatics & Geovisualization

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Panoptic

Sanchez Lengeling, Thomas. "Panoptic"

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Your glass of horchata can be a lot more mysterious than you think

Publication

Spaces That Perform Themselves

L'Huillier, N. "Spaces That Perform Themselves"

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Gender Shades

Buolamwini, J. (2017, MIT Master's Thesis) Gender Shades: Intersectional Phenotypic and Demographic Evaluation of Face Datasets and Gender Classifiers

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Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-Control

Jaques, N., Gu, S., Bahdanau, D., Hernandez-Lobato, J., Turner, R., and Eck, D. International Conference on Machine Learning (ICML), Sydney, Australia, August 2017.

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A Connectionist Model of Spontaneous Trait Inference and Spontaneous Trait Transference: Do they have the same underlying processes?

Orghian, D., Garcia-Marques, L., Uleman, J., & Heinke, D. (2015). A Connectionist Model of Spontaneous Trait Inference and Spontaneous Trait Transference: Do they have the same underlying processes? Social Cognition, 33, 20-66.

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Lifelong Kindergarten: Cultivating Creativity through Projects, Passion, Peers, and Play

Resnick, Mitchel. Lifelong Kindergarten: Cultivating Creativity Through Projects, Passion, Peers, and Play. MIT Press, 2017.

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Onion ash, burnt coconut and seaweed — restaurants in L.A. and around the world get creative with flavored oils

Publication

Personalized Automatic Estimation of Self-reported Pain Intensity from Facial Expressions

Lopez-Martinez, D., Rudovic, O., and Picard, R. "Personalized Automatic Estimation of Self-reported Pain Intensity from Facial Expressions," Computer Vision and Pattern Recognition (CVPR) Workshop on Deep Affective Learning and Context Modeling, Honolulu, Hawaii, July 2017.

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DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music

Misha Sra, Prashanth Vijayaraghavan, Ognjen Rudovic, Pattie Maes, Deb Roy, "DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music." Computer Vision and Pattern Recognition Workshops (CVPRW), 2017 IEEE Conference on, p.2289-2298, 2017.

Publication

Personalized automatic estimation of self-reported pain intensity from facial expressions

Daniel Lopez-Martinez, Ognjen Rudovic and Rosalind W. Picard. “Personalized Automatic Estimation of Self-Reported Pain Intensity from Facial Expressions.” 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2017): 2318-2327.

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Measuring Children's Long-Term Relationships with Social Robots

Kory Westlund, J. M., Park, H. W.., Wiliams, R., & Breazeal, C. (2017). Measuring Children’s Long-Term Relationships with Social Robots. Workshop on Perception and Interaction dynamics in Child-Robot Interaction, held in conjunction with the Robotics: Science and Systems XIII.

Publication

Wrist sensor reveals sympathetic hyperactivity and hypoventilation before probable SUDEP

Rosalind W. Picard, ScD, Matteo Migliorini, PhD, Chiara Caborni, MSc, Francesco Onorati, PhD, Giulia Regalia, PhD, Daniel Friedman, MD, Orrin Devinsky, MD Neurology; published ahead of print July 12, 2017, doi:10.1212/WNL.0000000000004208: 1526-632X

Publication

Calibration Invariant Imaging with Deep Learning

Guy Satat, Matthew Tancik, Otkrist Gupta, Barmak Heshmat, and Ramesh Raskar, "Object classification through scattering media with deep learning on time resolved measurement," Opt. Express 25, 17466-17479 (2017)