C. Jara-Figueroa, Bogang Jun, Edward L. Glaeser, and Cesar A. Hidalgo, Proceedings of the National Academy of Sciences, 2018, https://doi.org/10.1073/pnas.1800475115

Candia, Cristian and Jara-Figueroa, C. and Rodriguez-Sickert, Carlos and Barabási, Albert-László and Hidalgo, César A., Nature Human Behaviour, 2018, DOI:10.1038/s41562-018-0474-5

Split learning for health: Distributed deep learning without sharing raw patient data

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.

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, 20, 6, 589-601, 2018.

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

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

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].

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

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.

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

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

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

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).

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.

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).

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.

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

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

Miriam Simun, "TRAINING TRANSHUMANISM: I WANT TO BECOME A CEPHALOPOD"

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

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

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

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

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"

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

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

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

Proceedings of Machine Learning Research, 85, 2018

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

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

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.

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.

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).

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.

Amores, J., Hernandez, J., Dementyev, A., Wang, X., Maes, P. "BioEssence: 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

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.

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)

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.

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.

PhD Dissertation for Keio Graduate School of Media and Governance

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.

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.

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

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.

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.

Shruti Dhariwal. 2018. Scratch memories: a visualization tool for children to celebrate and reflect on their creative trajectories. In Proceedings of the 17th ACM Conference on Interaction Design and Children (IDC '18). ACM, New York, NY, USA, 449-455. DOI: https://doi.org/10.1145/3202185.3202770

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

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.

Sang-won Leigh, Harshit Agrawal, Pattie Maes

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

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.

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

Williams, R. C. (2018). PopBots: Leveraging Social Robots to Aid Preschool Children’s Artificial Intelligence Education.

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.