Umematsu, T., Sano, A., Taylor, S., and Picard, R. "Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks." International Conference on Biomedical and Health Informatics (BHI), Chicago, Illinois, May 2019. (BEST PAPER AWARD - 1st Prize)
Amores, J., Fuste, A., Richer, R., & Maes, P. (2019, May). Deep Reality: Towards Increasing Relaxation in VR with subtly changing light, sound and movement based on HR, EDA, and EEG. In Proceedings of the 2019 CHI Conference Extended Abstracts on Human Factors in Computing Systems . ACM.
Harpreet Sareen, Jiefu Zheng, and Pattie Maes. 2019. Cyborg Botany: Augmented Plants as Sensors, Displays and Actuators. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (CHI EA '19). ACM, New York, NY, USA.
Reducing leakage in distributed deep learning for sensitive health data, Accepted to ICLR 2019 Workshop on AI for social good. (2019), Praneeth Vepakomma, Otkrist Gupta, Abhimanyu Dubey, Ramesh Raskar, Accepted to ICLR 2019 Workshop on AI for social good. (2019)
Misha Sra, Abhinandan Jain, and Pattie Maes. 2019. Adding Proprioceptive Feedback to Virtual Reality Experiences Using Galvanic Vestibular Stimulation. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI '19). ACM, New York, NY, USA, Paper 675, 14 pages. DOI: https://doi.org/10.1145/3290605.3300905
Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, and Pattie Maes. 2019. AttentivU: A Biofeedback System for Real-time Monitoring and Improvement of Engagement. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (CHI EA '19). ACM, New York, NY, USA, Paper VS07, 2 pages. DOI: https://doi.org/10.1145/3290607.3311768
Kevin Hu, Michiel A. Bakker, Stephen Li, Tim Kraska, and César Hidalgo. 2019. VizML: A Machine Learning Approach to Visualization Recommendation. In CHI Conference on Human Factors in Computing Systems Proceedings (CHI 2019), May 4–9, 2019, Glasgow, Scotland UK. ACM, New York, NY, USA, 18 pages. https://doi.org/10.1145/3290605.33003581
Kevin Hu, Neil Gaikwad, Michiel Bakker, Madelon Hulsebos, Emanuel Zgraggen, César Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, and Çağatay Demiralp. 2019. VizNet: Towards a large-scale visualization learning and benchmarking repository. In Proceedings of the 2019 Conference on Human Factors in Computing Systems (CHI). ACM.
Randi Williams, Hae Won Park, and Cynthia Breazeal. 2019. A is for Artificial Intelligence. In Proceedings of the 2019 Conference on Human Factors in Computing (CHI ’19). ACM, New York, NY, USA.
Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, Thanh Nguyen, Pattie Maes. 2019. AttentivU: a Wearable Pair of EEG and EOG Glasses for Real-Time Physiological Processing. In the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN’19), Chicago, IL, United States, May 19-22. To appear.
Harpreet Sareen and Pattie Maes. 2019. Cyborg Botany: Exploring In-Planta Cybernetic Systems for Interaction. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (CHI EA '19). ACM, New York, NY, USA
Ostrowski, A.K., DiPaola, D., Partridge E., Park, H.W., & Breazeal, C. (2019). Older Adults Living with Social Robots: Promoting Social Connectedness in Long-Term Communities. IEEE Robotics & Automation Magazine. doi: 10.1109/MRA.2019.2905234
Rahwan, Iyad, Manuel Cebrian, Nick Obradovich, Josh Bongard, Jean-François Bonnefon, Cynthia Breazeal, Jacob W. Crandall, et al. “Machine Behaviour.” Nature 568, no. 7753 (April 2019): 477. https://doi.org/10.1038/s41586-019-1138-y.
Castello Ferrer, E., Hardjono, T., Pentland, Alex ('Sandy'). (2019, April 22). Secure and secret cooperation of robotic swarms by using Merkle trees. Retrieved from https://arxiv.org/pdf/1904.09266
Rudovic, O., Park, H-W., Busche, J., Schuller, B. , Breazeal, C., Picard, R. W., " Personalized Estimation of Engagement from Videos Using Active Learning with Deep Reinforcement Learning," IEEE CVPR -AMFG W, June 2019.
Slavich G.M., Taylor S., Picard R.W. "Stress measurement using speech: Recent advancements, validation issues, and ethical and privacy considerations," Stress, 2019.
Johnson, Arielle J., Elliot Meyerson, John de la Parra, Timothy L. Savas, Risto Miikkulainen, and Caleb B. Harper. “Flavor-Cyber-Agriculture: Optimization of Plant Metabolites in an Open-Source Control Environment through Surrogate Modeling.” PLOS ONE 14, no. 4 (April 3, 2019): e0213918. https://doi.org/10.1371/journal.pone.0213918.
Cherston, Juliana, and Joseph A. Paradiso. "SpaceSkin: development of aerospace-grade electronic textile for simultaneous protection and high velocity impact characterization." Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2019. Vol. 10970. International Society for Optics and Photonics, 2019.
Cherston, Juliana, Paul Strohmeier, and Joseph A. Paradiso. "Grappler: Array of Bistable Elements For Pinching Net-Like Infrastructure to Low Gravity Bodies." AIAA Scitech 2019 Forum. 2019.
Noble, Charleston, John Min, Jason Olejarz, Joanna Buchthal, Alejandro Chavez, Andrea L. Smidler, Erika A. DeBenedictis, George M. Church, Martin A. Nowak, and Kevin M. Esvelt. “Daisy-Chain Gene Drives for the Alteration of Local Populations.” Proceedings of the National Academy of Sciences, April 2, 2019, 201716358. https://doi.org/10.1073/pnas.1716358116.
Khawalid, A., Acristinii, D., van Toor, H., & Castelló Ferrer, E. (2019). Grex: A Decentralized Hive Mind. Ledger, 4. doi:https://doi.org/10.5195/ledger.2019.176
Kapitonov, A., Lonshakov, S., Berman, I., Castelló Ferrer, E., Bonsignorio, F., Bulatov, V., & Svistov, A. (2019). Robotic Services for New Paradigm Smart Cities Based on Decentralized Technologies. Ledger, 4. doi:https://doi.org/10.5195/ledger.2019.177
Castelló Ferrer, E., Hardjono, T., & Pentland, A. (2019). Editorial: Proceedings of the First Symposium on Blockchain and Robotics, MIT Media Lab, 5 December 2018. Ledger, 4. doi:https://doi.org/10.5195/ledger.2019.179
Frank, Morgan R., David Autor, James E. Bessen, Erik Brynjolfsson, Manuel Cebrian, David J. Deming, Maryann Feldman, et al. “Toward Understanding the Impact of Artificial Intelligence on Labor.” Proceedings of the National Academy of Sciences, March 25, 2019, 201900949. https://doi.org/10.1073/pnas.1900949116.
For a full list of Shuguang Zhang's publications, please visit his website: https://www.moleculararchitecture.org/
Finlayson, S. G., Bowers, J. D., Ito, J., Zittrain, J. L., Beam, A. L., & Kohane, I. S. (2019). Adversarial attacks on medical machine learning. Science, 363(6433), 1287. https://doi.org/10.1126/science.aaw4399
Lengeling, Thomas Sanchez, and Adrian Jinich. “Empowering Young Innovators.” Science 363, no. 6433 (March 22, 2019): 1294–1294. https://doi.org/10.1126/science.aaw0564.
Ghoneim, M.T., Nguyen, A., Dereje, N., Huang, J., Moore, G.C., Murzynowski, P.J., Dagdeviren, C.†, ACS Chemical Reviews, 2019
Holbrow, C. (2019). Tempic Integrator: A modern tool for composing with sliding polytempos as conceived by Henry Cowell in 1930. In Audio Engineering Society Student Design Competition. Dublin, Ireland.
Holbrow, C. (2019). Turning the DAW Inside Out. Audio Engineering Society Conference: 146th Convention.
Ken Nakagaki, Daniel Fitzgerald, Zhiyao (John) Ma, Luke Vink, Daniel Levine, Hiroshi Ishii. 2019. inFORCE: Bi-directional `Force’ Shape Display For Haptic Interaction. Proceedings of the Thirteenth International Conference on Tangible, Embedded, and Embodied Interaction (TEI ‘19). ACM, New York, NY, USA, 615-623. DOI: https://doi.org/10.1145/3294109.3295621
Zhang Y, Michi A, Wagner J, Andre E, Schuller B, Weninger F. "A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative Learning." IEEE Transactions on Cybernetics, March 2019.
Breazeal, Cynthia L. , Ostrowski, Anastasia K., Singh, N., & Park, Hae Won. (2019). Designing social robots for older adults. National Academy of Engineering The Bridge, 49 (1), 22-31.
Ekblaw, Ariel, and Joseph Paradiso. “ Self-Assembling Space Habitats:TESSERAE Technology and Mission Architecture for Zero-g Construction ” To appear in the Proceedings of the IEEE Aerospace Conference (2019).
Jara-Figueroa C, Yu AZ, Hidalgo CA (2019) How the medium shapes the message: Printing and the rise of the arts and sciences. PLoS ONE 14(2): e0205771. https://doi.org/10.1371/journal.pone.0205771
Frank, Morgan R., Dashun Wang, Manuel Cebrian, and Iyad Rahwan. “The Evolution of Citation Graphs in Artificial Intelligence Research.” Nature Machine Intelligence 1, no. 2 (February 2019): 79. https://doi.org/10.1038/s42256-019-0024-5.
Bianca Datta, Sundeep Jolly, and V. Michael Bove, Jr., “Towards inverse design of biomimetic nanostructures exhibiting composite structural coloration,” Proc. SPIE Advanced Fabrication Technologies for Micro/Nano Optics and Photonics XI, 10930, 2019.
Hae Won Park, Ishaan Grover, Samuel Spaulding, Louis Gomez, and Cynthia Breazeal. “A Model- free Affective Reinforcement Learning Approach to Personalization of a Social Robot Companion for Early Literacy Education” In Association for the Advancement of Artificial Intelligence (AAAI), 2019.
Randi Williams, Hae Won Park, Lauren Oh, and Cynthia Breazeal. 2019. PopBots: Designing an Artificial Intelligence Curriculum for Early Childhood Education. In Proceedings of the 9th Symposium on Education Advances in Artificial Intelligence (EAAI '19). AAAI, Menlo Park, CA, USA.
Raji, I & Buolamwini, J. (2019). Actionable Auditing: Investigating the Impact of Publicly Naming Biased Performance Results of Commercial AI Products. Conference on Artificial Intelligence, Ethics, and Society.
Ekblaw, A. and Paradiso, J.A., "Self-assembling Space Architecture: tessellated shell structures for space habitats," In AIAA Scitech 2019 Forum, Smart/Adaptable Deployable Structures (p. 0481).
Taylor S., Ferguson C., Peng F., Schoeneich M., Picard R.W. "Use of In-Game Rewards to Motivate Daily Self-Report Compliance: Randomized Controlled Trial," Journal of Medical Internet Research, 21(1), e11683, 2019.
Ghandeharioun, A., McDuff, D., Czerwinski, M., & Rowan, K. (2018). EMMA: An Emotionally Intelligent Personal Assistant for Improving Wellbeing. arXiv preprint arXiv:1812.11423.
Markus Kayser, Levi Cai, Sara Falcone, Christoph Bader, Nassia Inglessis, Barrak Darweesh, and Neri Oxman, Constr Robot (2018) 2: 67. https://doi.org/10.1007/s41693-018-0013-y
Perikumar Javia, Rana A, Shapiro NI, Shah P. IEEE Xplore, Proceedings of 2018 17th International Conference on Machine Learning and Applications (Conference acceptance rate: 14%)
Aman Rana, Yauney G, Lowe A, Shah P. IEEE Xplore, Proceedings of 2018 17th International Conference on Machine Learning and Applications (Conference acceptance rate: 14%)
Oran, D., Rodriques, S. G., Gao, R., Asano, S., Skylar-Scott, M. A., Chen, F., Tillberg, P., Marblestone, A., Boyden, E. S. (2018). 3D nanofabrication by volumetric deposition and controlled shrinkage of patterned scaffolds. Science, 362(6420), 1281–1285.
Shriya S. Srinivasan, Benjamin E. Maimon, Maurizio Diaz, Hyungeun Song and Hugh M. Herr, Nature Communications, volume 9, article number: 5303 (2018)
Hao, H., Padman, R., Sun, B. et al. Electron Commer Res (2018). https://doi.org/10.1007/s10660-018-09324-5
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
Abhay Koushik, Judith Amores, Pattie Maes, Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEG, Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216
Split learning for health: Distributed deep learning without sharing raw patient data
Tao ZHANG, Wei ZHANG, Wei XU, Haijing, HAO. Knowledge-Based Systems, Volume 161, 1 December 2018, Pages 65-77.
Learning Food Quality and Safety from Wireless Stickers. Unsoo Ha, Yunfei Ma, Zexuan Zhong, Tzu-Ming Hsu, Fadel Adib. ACM HotNets 2018
Yuan, Yuan, Ahmad Alabdulkareem, and Alex Pentland. "An interpretable approach for social network formation among heterogeneous agents." Nature Communications 9.1 (2018): 4704.
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.