Publication

Wearable Motion-based Heart-rate at Rest: A Workplace Evaluation

Hernandez J., McDuff D., Quigley K., Maes P., and Picard R., "Wearable Motion-based Heart-rate at Rest: A Workplace Evaluation," Journal of Biomedical and Health Informatics, 2018.

Publication

Towards Personalized Medicine: The Evolution of Imperceptible Health-Care Technologies

Tasnim, F., Sadraei, A., Datta, B., Khan, M., Choi, K. Y., Sahasrabudhe, A., Vega Gálvez, T. A., Wicaksono, I., Rosello, O., Nunez-Lopez, C., Dagdeviren, C.†, Foresight, 1463-6689, 2018.

Publication

Minimal PAM specificity of a highly similar SpCas9 ortholog

Publication

The Moral Machine experiment

E. Awad, S. Dsouza, R. Kim, J. Schulz, J. Henrich, A. Shariff, J.-F. Bonnefon, I. Rahwan (2018). The Moral Machine experiment. Nature, 563, pages 59–64. DOI: 10.1038/s41586-018-0637-6

Publication

Personal Food Computer: A New Device for Controlled-Environment Agriculture

Castelló Ferrer E. et al. (2019) Personal Food Computer: A New Device for Controlled-Environment Agriculture. In: Arai K., Bhatia R., Kapoor S. (eds) Proceedings of the Future Technologies Conference (FTC) 2018. FTC 2018. Advances in Intelligent Systems and Computing, vol 881. Springer, Cham

Publication

Urban Swarms: A new approach for autonomous waste management

Alfeo, A. L., Ferrer, E. C., Carrillo, Y. L., Grignard, A., Pastor, L. A., Sleeper, D. T., Cimino, M. G. C. A., Lepri, B., Vaglini, G., Laron, K., Dorigo, M., Pentland, A. `Sandy’. (2018). Urban Swarms: A new approach for autonomous waste management. ArXiv:1810.07910 [Cs].

Publication

Social Capital Accounting

T. Nishikata, T. Hardjono and A. Pentland, Social Capital Accounting, October 2018.

Publication

reMi: Translating Ambient Sounds of Moment into Tangible and Shareable Memories through Animated Paper

Publication

PhysioHMD: a conformable, modular toolkit for collecting physiological data from head-mounted displays

Bernal, Guillermo, et al. "PhysioHMD: a conformable, modular toolkit for collecting physiological data from head-mounted displays." Proceedings of the 2018 ACM International Symposium on Wearable Computers. ACM, 2018.

Publication

Empirical evidence of mental health risks posed by climate change

Obradovich, N., Migliorini, R., Paulus, M. P., & Rahwan, I. (2018). Empirical evidence of mental health risks posed by climate change. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.1801528115

Publication

Mass Manufacturing of Self-Actuating Robots: Integrating Sensors and Actuators using Flexible Electronics

A. Dementyev, J. Qi, J. Ou, J. Paradiso, “Mass Manufacturing of Self-Actuating Robots: Integrating Sensors and Actuators using Flexible Electronics” in Proc. of IROS’18

Publication

Active Fairness in Algorithmic Decision Making

Noriega-Campero, A., Bakker, M., Garcia-Bulle, B., & Pentland, A. (2018). Active Fairness in Algorithmic Decision Making. arXiv preprint arXiv:1810.00031.

Publication

CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism

Rudovic, O., Utsumi, Y., Lee, J., Hernandez, J., Castello Ferrer, E., Schuller, B., Picard, R. "CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism." IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018).

Publication

Characterizing Electrodermal Activity Using Point Processes in Young Children

Subramanian, S., Barbieri, R., Johnson, K.T., Brown, E. "Characterizing Electrodermal Activity Using Point Processes in Young Children," 50th Annual Meeting of the Biomedical Engineering Society (BMES), Atlanta, Georgia, October 2018.

Publication

Intrinsic Social Motivation via Causal Influence in Multi-Agent RL

Jaques, N., Lazaridou, A., Hughes, E., Gulcehre, C., Ortega, P. A., Strouse, D. J., Leibo, J. Z., & de Freitas, N. "Intrinsic Social Motivation via Causal Influence in Multi-Agent RL," International Conference on Representation Learning (ICLR), New Orleans, Louisiana, May 2019 (submitted).

Publication

Epidermal Robots: Wearable Sensors that Climb on The Skin

Dementyev A., Hernandez J., Choi I., Follmer S., Paradiso J., "Epidermal Robots: Wearable Sensors That Climb On The Skin" In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2 (3), September 2018.

Publication

Flavor-Cyber-Agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling

Johnson, A.J., Meyerson, E., Savas, T.L., Miikkulainen, R., Harper, C.B. (2018). Flavor-Cyber-Agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling. Manuscript submitted for publication. https://doi.org/10.1101/424226

Publication

kinetiX: Designing auxetic-inspired deformable material structures

Jifei Ou, Zhao Ma, Jannik Peters, Sen Dai, Nikolaos Vlavianos, Hiroshi Ishii, kinetiX: Designing auxetic-inspired deformable material structures, Computers & Graphics, Volume 75, 2018, Pages 72-81, ISSN 0097-8493

Publication

SCRATCH ♥ MEMORIES: Visualizations that empower children to celebrate and reflect on their creative trajectories

Thesis: Shruti Dhariwal. SCRATCH ♥ MEMORIES: Visualizations that empower children to celebrate and reflect on their creative trajectories. Massachusetts Institute of Technology. September 2018.

Publication

A Protocol to Characterize pH Sensing Materials and Systems

Ghoneim, M. T., Sadraei, A., Souza, P., Moore, G. C., Bazant, M. Z., Dagdeviren, C.†, Small Methods, 1800265, 2018.

Publication

Affective Keys: Towards Unobtrusive Stress Sensing of Smartphone Users

Exposito, M., Hernandez, J., Picard, R., "Affective Keys: Towards Unobtrusive Stress Sensing of Smartphone Users" In Proceedings of Mobile Human Computer Interaction, Barcelona, Spain, September, 2018

Publication

DragonPaint: Rule-based bootstrapping for small data with an application to cartoon coloring

G. Greene, 2018, "DragonPaint: Rule based bootstrapping for small data with an application to cartoon coloring," In ​ Proceedings of the 4th International Conference on Predictive Applications and APIs , volume 82: 1-9, PMLR

Publication

Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals

Lopez-Martinez D, Peng K, Steele S, Lee A, Borsook D, Picard R. "Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals." International Conference on Pattern Recognition (ICPR), Beijing, China, August 2018. "BEST STUDENT PAPER AWARD"

Publication

Growing up with AI. Cognimates: from coding to teaching machines

Druga, S. (2018). Growing up with AI. Cognimates: from coding to teaching machines

Publication

Structural and temporal patterns of the first global trading market

Structural and temporal patterns of the first global trading market Ana Sofia Ribeiro, Flávio L. Pinheiro, Francisco C. Santos, Amélia Polónia, Jorge M. Pacheco R. Soc. open sci. 2018 5 180577; DOI: 10.1098/rsos.180577. Published 22 August 2018

Publication

Networking across Boundaries: Enabling Wireless Communication through the Water-Air Interface

Networking across Boundaries: Enabling Wireless Communication through the Water-Air Interface. Francesco Tonolini and Fadel Adib. ACM SIGCOMM 2018

Publication

Reinforcement learning for designing novel clinical trials for treating cancer patients

Proceedings of Machine Learning Research, 85, 2018

Publication

Effects of environmental stressors on daily governance

Effects of environmental stressors on daily governance, Nick Obradovich, Dustin Tingley, Iyad Rahwan Proceedings of the National Academy of Sciences Aug 2018, 201803765; DOI: 10.1073/pnas.1803765115

Publication

Photography optics in the time dimension

Heshmat, B., Tancik, M., Satat, G. & Raskar, R. Photography optics in the time dimension. Nature Photonics 12, 560–566 (2018). 10.1038/s41566-018-0234-0

Publication

HyperCubes: Learning Computational Thinking through Embodied Spatial Programming in Augmented Reality

Publication

AMAI: Adaptive Music for Affect Improvement

Su, D., Picard, R., Liu, Y. "AMAI: Adaptive Music for Affect Improvement." Proceedings of the 44th International Computer Music Conference (ICMC), Daegu, Korea, August 2018.

Publication

Who Wants to Help With a Science Project on Playa?

Publication

CityScope: A Data-Driven Interactive Simulation Tool for Urban Design. Use Case Volpe

Alonso, L., Zhang, Y. R., Grignard, A., Noyman, A., Sakai, Y., ElKatsha, M., ... & Larson, K. (2018, July). Cityscope: a data-driven interactive simulation tool for urban design. Use case volpe. In International Conference on Complex Systems (pp. 253-261). Springer, Cham.

Publication

TESSERAE: Self-Assembling Shell Structures for Space Exploration

Ekblaw, Ariel and Joseph Paradiso. "TESSERAE: self-assembling shell structures for space exploration." In Proceedings of the Annual Symposium of the International Association of Shell and Spatial Structures: Extra Planetary Architecture, p. 317 (2018).

Publication

Unpacking the polarization of workplace skills

Publication

Vomit Comet Physiology: Autonomic Changes in Novice Flyers

Johnson, K.T., Taylor, S., Fedor, S., Jaques, N., Chen, W., Picard, R.W. "Vomit Comet Physiology: Autonomic Changes in Novice Flyers." Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018.

Publication

BioEssence: A Wearable Olfactory Display that Monitors Cardio-Respiratory Information to Support Mental Wellbeing

Amores, J., Hernandez, J., Dementyev, A., Wang, X., Maes, P. "A Wearable Olfactory Display that Monitors Cardio-respiratory Information to Support Mental Wellbeing," Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018

Publication

Mood, Stress and Sleep Sensing with Wearable Sensors and Mobile Phone

Sano,A., Taylor,S., Jaques,N., Chen,W., Lopez-Martinez,D., Nosakhare,E., Rudovic,O., Umematsu,T., and Picard,R., "Mood, Stress and Sleep Sensing with Wearable Sensors and Mobile Phone," The 40th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2018.

Publication

Words in Motion: Kinesthetic language learning in virtual reality

Christian Vázquez, Lei Xia, Takako Aikawa, Pattie Maes "Words in Motion: Kinesthetic Language Learning in Virtual Reality", 2018 IEEE 18th International Conference on Advanced Learning Technologies (ICALT)

Publication

Real-time Machine Learning Prediction of an Agent-Based Model for Urban Decision-making (Extended Abstract)

Yan Zhang, Arnaud Grignard, Kevin Lyons, Alexander Aubuchon, and Kent Larson. 2018. Real-time Machine Learning Prediction of an Agent-Based Model for Urban Decision-making (Extended Abstract). In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '18). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2171-2173.

Publication

CityScope Andorra: A Multi-level Interactive and Tangible Agent-based Visualization

Arnaud Grignard, Núria Macià, Luis Alonso Pastor, Ariel Noyman, Yan Zhang, and Kent Larson. 2018. CityScope Andorra: A Multi-level Interactive and Tangible Agent-based Visualization. In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '18). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 1939-1940.

Publication

The Practice of Change

PhD Dissertation for Keio Graduate School of Media and Governance

Publication

A Mixture of Personalized Experts for Human Affect Estimation

Feffer, M., Rudovic, O., Picard, R. "A Mixture of Personalized Experts for Human Affect Estimation." The 14th International Conference on Machine Learning and Data Mining (MLDM). July 2018.

Publication

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

Rudovic, O., Lee, J., Dai, M., Schuller, B. , Picard, R. W., " Personalized machine learning for robot perception of affect and engagement in autism therapy," Science Robotics, June 2018.

Publication

An Ontology of Computational Tools for Design Activities

Philippa Mothersill & V. Michael Bove Jr. (2018) An Ontology of Computational Tools for Design Activities, Proceedings of DRS2018 International Conference, 25–28 June 2018, Limerick, Ireland, p1261-1277, DOI: 10.21606/dma.2018.456

Publication

Focal, remote-controlled, chronic chemical modulation of brain microstructures

Ramadi, K. B., Dagdeviren, C., Spencer, K., Joe, P., Cotler, M., Rousseau, E., Nunez-Lopez, C., Graybiel, A. M., Langer, R., Cima, M. J., Proceedings of the National Academy of Sciences, 2018.

Publication

Focal, Remote-Controlled, Chronic Chemical Modulation of Brain Microstructures

Ramadi, K. B., Dagdeviren, C., Spencer, K., Joe, P., Cotler, M., Rousseau, E., Nunez-Lopez, C., Graybiel, A. M., Langer, R., Cima, M. J., Proceedings of the National Academy of Sciences, 2018.

Publication

Scratch Memories: A Visualization Tool for Children to Celebrate and Reflect on Their Creative Trajectories

Shruti Dhariwal. Scratch memories: A Visualization Tool for Children to Celebrate and Reflect on Their Creative Trajectories. In Proceedings of the ACM SIGCHI Conference on Interaction Design and Children (IDC), Trondheim, Norway, June 2018.

Publication

Current CRISPR gene drive systems are likely to be highly invasive in wild populations

eLife 2018;7:e33423 DOI: 10.7554/eLife.33423

Publication

Improving Stress Forecasting using LSTM Neural Networks

Umematsu, T., Sano, A., Taylor, S., and Picard, R. "Improving Stress Forecasting using LSTM Neural Networks." The 40th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018.

Publication

Robotic Symbionts: Interweaving human and machine actions

Sang-won Leigh, Harshit Agrawal, Pattie Maes

Publication

Mathland: Constructionist Mathematical Learning in the Real World Using Immersive Mixed Reality

Mina Khan, Fernando Trujano, Pattie Maes, "Mathland: Constructionist Mathematical Learning in the Real World Using Immersive Mixed Reality" International Conference on Immersive Learning

Publication

DIVE: A Mixed-Initiative System Supporting Integrated Data Exploration Workflows

K. Hu, D. Orghian, and C. Hidalgo. DIVE: A mixed-initiative system supporting integrated data exploration workflows. In ACM SIGMOD Workshop on Human-in-the-Loop Data Analytics (HILDA). ACM, 2018.

Publication

The potentials of game-based environments for integrated, immersive learning data

Groff, J. S. (2018). The potentials of game‐based environments for integrated, immersive learning data. European Journal of Education, 53, 188-201. DOI: 10.1111/ejed.12270

Publication

Spectrally distinct channelrhodopsins for two-colour optogenetic peripheral nerve stimulation

Publication

Spectrally distinct channelrhodopsins for two-colour optogenetic peripheral nerve stimulation

Publication

MultiDIC: An Open-Source Toolbox for Multi-View 3D Digital Image Correlation

Solav, D., K. M. Moerman, A. M. Jaeger, K. Genovese, and H. M. Herr. MultiDIC: an Open-Source Toolbox for Multi-View 3D Digital Image Correlation. IEEE Access 6:30520–30535, 2018.

Publication

Enabling Deep-Tissue Networking for Miniature Medical Devices

Enabling Deep-Tissue Networking for Miniature Medical Devices. Yunfei Ma, Zhihong Luo, Christoph Steiger, Giovanni Traverso, and Fadel Adib. ACM SIGCOMM 2018

Publication

Receptive Skins: Towards a Somatosensitive Architecture

Publication

Modelización 3D de centros urbanos históricos y su aplicabilidad para la seguridad y la defensa

Balsa-Barreiro, José and Dieter Fritsch. 2018. Modelización 3D de centros urbanos históricos y su aplicabilidad para la seguridad y la defensa. Revista del Instituto Español de Estudios Estratégicos 11: 39-68.

Publication

Proprioception from a neurally controlled lower-extremity prosthesis

T. R. Clites, M. J. Carty, J. B. Ullauri, M. E. Carney, L. M. Mooney, J.-F. Duval, S. S. Srinivasan, H. M. Herr, Proprioception from a neurally controlled lower-extremity prosthesis. Sci. Transl. Med. 10, eaap8373 (2018).

Publication

Pintail: A Travel Companion for Guided Storytelling

Chowdhury, S. K. (2018). Pintail: A Travel Companion for Guided Storytelling.

Publication

Dyadic Physiological Interdependence and Social Reciprocity in ASD

Saunders Wilder, O., Sullivan, J., Johnson, K.T., Palumbo, R.V., Cumpanasiou, C., Picard, R.W., Goodwin, M.S. "Dyadic Physiological Interdependence and Social Reciprocity in ASD," International Society for Autism Research (INSAR), Rotterdam, Netherlands, May 2018.