Publication

Towards Empathetic Car Interfaces: Emotional Triggers while Driving

Zepf, S., Dittrich, M., Hernandez, J., Schmitt, A. "Towards Empathetic Car Interfaces: Emotional Triggers while Driving," In the Late Breaking Work of CHI, Glasgow, UK, May 2019.

Publication

AttentivU: A Biofeedback System for Real-time Monitoring and Improvement of Engagement

Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, Thanh Nguyen 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

Publication

VizML: A Machine Learning Approach to Visualization Recommendation

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

Publication

Bubble: Wearable Assistive Grasping Augmentation Based on Soft Inflatables

Xinlei Zhang, Ali Shtarbanov, Jiani Zeng, Valerie K. Chen, V. Michael Bove, Pattie Maes, and Jun Rekimoto. 2019. Bubble: Wearable Assistive Grasping Augmentation Based on Soft Inflatables. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (CHI EA '19). ACM, New York, NY, USA, Paper LBW2313, 6 pages. DOI: https://doi.org/10.1145/3290607.3312868

Publication

AttentivU: a Wearable Pair of EEG and EOG Glasses for Real-Time Physiological Processing

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.

Publication

A is for Artificial Intelligence: The Impact of Artificial Intelligence Activities on Young Children’s Perceptions of Robots

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.

Publication

VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository

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.

Publication

Cyborg Botany: Exploring In-Planta Cybernetic Systems for Interaction

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

Publication

A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification

Saldias-Fuentes, B., Protopapas, P., & Pichara, K. (2019, May). A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification. Proceedings of the 2019 SIAM International Conference on Data Mining (SDM) (pp. 756-764). SIAM.

Publication

Leveraging Social Robots as a Creativity Support Tool for Young Children

Ali, S., Moroso, T. (2019). Leveraging Social Robots as a Creativity Support Tool for Young Children. Poster. Computer Science and Learning Science Symposium 2019.

Publication

Older Adults Living With Social Robots: Promoting Social Connectedness in Long-Term Communities

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

Publication

Wearable Lab on Body: Combining Sensing of Biochemical and Digital Markers in a Wearable Device

P. Pataranutaporn, A. Jain, C. M. Johnson, P. Shah and P. Maes, "Wearable Lab on Body: Combining Sensing of Biochemical and Digital Markers in a Wearable Device," 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 3327-3332. doi: 10.1109/EMBC.2019.8857479

Publication

Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks

Lopez-Martinez D, Eschenfeldt P, Ostvar S, Ingram M, Hur C, Picard R. Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks, in Engineering in Medicine and Biology (EMBC). Berlin, Germany ; 2019.

Publication

Machine behaviour

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.

Publication

Inventive Minds: Marvin Minsky on Education

Minsky, Marvin, Mike Travers, Alan Kay, Harold Abelson, Gary Stager, Brian Silverman, Walter Bender, Patrick Henry Winston, and Margaret Minsky. Inventive Minds: Marvin Minsky on Education. Edited by Cynthia Solomon and Xiao Xiao. Cambridge, MA: The MIT Press, 2019.

Publication

Secure and secret cooperation of robotic swarms by using Merkle trees

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

Publication

Personalized Estimation of Engagement from Videos Using Active Learning with Deep Reinforcement Learning

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.

Publication

Stress measurement using speech: Recent advancements, validation issues, and ethical and privacy considerations

Slavich G.M., Taylor S., Picard R.W. "Stress measurement using speech: Recent advancements, validation issues, and ethical and privacy considerations," Stress, 2019.

Publication

Flavor-Cyber-Agriculture

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.

Publication

SpaceSkin: development of aerospace-grade electronic textile for simultaneous protection and high velocity impact characterization

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.

Publication

Grappler: Array of Bistable Elements For Pinching Net-Like Infrastructure to Low Gravity Bodies

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.

Publication

Daisy-chain gene drives for the alteration of local populations

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.

Publication

Machine Learning for Real-time Urban Metrics and Design Recommendations

Aubuchon, Alexander, Kevin Lyons, and Kent Larson. "Machine Learning for Real-time Urban Metrics and Design Recommendations."

Publication

Grex: A Decentralized Hive Mind

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

Publication

Robotic Services for New Paradigm Smart Cities Based on Decentralized Technologies

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

Publication

Editorial: Proceedings of the First Symposium on Blockchain and Robotics, MIT Media Lab, December 5th 2018

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

Publication

Toward understanding the impact of artificial intelligence on labor

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.

Publication

Shuguang Zhang Publications List

For a full list of Shuguang Zhang's publications, please visit his website: https://www.moleculararchitecture.org/

Publication

Adversarial attacks on medical machine learning

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

Publication

Empowering young innovators

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.

Publication

Recent Progress in Electrochemical pH-Sensing Materials and Configurations for Biomedical Applications

Ghoneim, M. T., Nguyen, A., Dereje, N., Huang, J., Moore, G. C., Murzynowski, P. J. , Dagdeviren. C.†, ACS Chemical Reviews, 119(8), 5248-5297, 2019. [Invited Review Paper]

Publication

Tempic Integrator: A modern tool for composing with sliding polytempos as conceived by Henry Cowell in 1930

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.

Publication

Turning the DAW Inside Out

Holbrow, C. (2019). Turning the DAW Inside Out. Audio Engineering Society Conference: 146th Convention.

Publication

Bubble Talk: Open-source interactive art toolkit for metaphor of modern digital chat

Publication

inFORCE: Bi-directional 'Force' Shape Display For Haptic Interaction

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

Publication

A Generic Human–Machine Annotation Framework Based on Dynamic Cooperative Learning

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.

Publication

Subject specific bladder morphology and correspondent 3D mold lattice structure for organ reconstruction

Monteiro, Virginia S. A., Gasser, Christian T., Moerman, Kevin M. "Subject specific bladder morphology and correspondent 3D mold lattice structure for organ reconstruction." MIT Media Lab

Publication

Designing Social Robots for Older Adults

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.

Publication

Self-Assembling Space Habitats: TESSERAE design and mission architecture

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).

Publication

Combining Social, Environmental and Design Models to Support the Sustainable Development Goals

J. Reid, C. Zeng and D. Wood, "Combining Social, Environmental and Design Models to Support the Sustainable Development Goals," 2019 IEEE Aerospace Conference, Big Sky, MT, USA, 2019, pp. 1-13.

Publication

Experimental characterization of leaky-mode spatial light modulators fabricated via direct laser writing

Sundeep Jolly, Bianca Datta, Vik Parthiban, Daniel Smalley, and V. Michael Bove Jr. "Experimental characterization of leaky-mode spatial light modulators fabricated via direct laser writing", Proc. SPIE 10944, Practical Holography XXXIII: Displays, Materials, and Applications, 109440V (1 March 2019); https://doi.org/10.1117/12.2510174

Publication

How the medium shapes the message: Printing and the rise of the arts and sciences

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

Publication

The evolution of citation graphs in artificial intelligence research

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.

Publication

Combining Virtual Reality and Biofeedback to Foster Empathic Abilities in Humans

Schoeller, Felix, et al. "Combining virtual reality and biofeedback to foster empathic abilities in humans." Frontiers in psychology 9 (2018): 2741.

Publication

Towards inverse design of biomimetic nanostructures exhibiting composite structural coloration

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.

Publication

A Good Scare: Leveraging Game Theming and Narrative to Impact Player Experience

Holmes, J., To, A., Zhang, F., Ali, S., Bai, Z., ... & Hammer, J.. (2019). A Good Scare: Leveraging Game Theming and Narrative to Impact Player Experience. In Proceedings of CHI 2019.

Publication

A Model-free Affective Reinforcement Learning Approach to Personalization of a Social Robot Companion for Early Literacy Education

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.

Publication

PopBots: Designing an Artificial Intelligence Curriculum for Early Childhood Education

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.

Publication

Shuguang Zhang: Membrane Proteins

Publication

Shuguang Zhang: The QTY Code

Publication

A Framework for Measuring the Time-Varying Shape and Full-Field Deformation of Residual Limbs Using 3-D Digital Image Correlation

Solav, D., Moerman, K. M., Jaeger, A. M., & Herr, H. (2019). A framework for measuring the time-varying shape and full-field deformation of residual limbs using 3D digital image correlation. IEEE Transactions on Biomedical Engineering, 66(10), 2740-2752.

Publication

Actionable Auditing: Investigating the Impact of Publicly Naming Biased Performance Results of Commercial AI Products

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.

Publication

Light-Field for RF

Light-Field for RF. Manikanta Kotaru, Guy Satat, Ramesh Raskar, Sachin Katti, arXiv:1901.03953 (2019).

Publication

Self-Assembling Space Architecture: tessellated shell structures for space habitats

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).

Publication

Use of In-Game Rewards to Motivate Daily Self-Report Compliance: Randomized Controlled Trial

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.

Publication

GINA: Group Gender Identification Using Privacy-Sensitive Audio Data

Publication

EMMA: An Emotionally Intelligent Personal Assistant for Improving Wellbeing

Ghandeharioun, A., McDuff, D., Czerwinski, M., & Rowan, K. (2018). EMMA: An Emotionally Intelligent Personal Assistant for Improving Wellbeing. arXiv preprint arXiv:1812.11423.

Publication

Evaluating Generative Adversarial Networks on Explicitly Parameterized Distributions

Publication

An open-source sensor platform for analysis of group dynamics

Publication

FIBERBOTS: an autonomous swarm-based robotic system for digital fabrication of fiber-based composites

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

Publication

Machine learning algorithms for classification of microcirculation images from septic and non-septic patients

Perikumar Javia, Rana A, Shapiro NI, Shah P. IEEE Xplore, Proceedings of 17th International Conference on Machine Learning and Applications (2018) (Conference acceptance rate: 14%). DOI: 10.1109/ICMLA.2018.00097

Publication

Computational histological staining and destaining of prostate core biopsy RGB images with generative adversarial neural networks

Aman Rana, Yauney G, Lowe A, Shah P. IEEE Xplore, Proceedings of 17th International Conference on Machine Learning and Applications (2018) (Conference acceptance rate: 14%). DOI: 10.1109/ICMLA.2018.00133

Publication

3D nanofabrication by volumetric deposition and controlled shrinkage of patterned scaffolds

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.

Publication

Closed-loop functional optogenetic stimulation

Shriya S. Srinivasan, Benjamin E. Maimon, Maurizio Diaz, Hyungeun Song and Hugh M. Herr, Nature Communications, volume 9, article number: 5303 (2018)

Publication

Modeling social learning on consumers’ long-term usage of a mobile technology: a Bayesian estimation of a Bayesian learning model

Hao, H., Padman, R., Sun, B. et al. Electron Commer Res (2018). https://doi.org/10.1007/s10660-018-09324-5

Publication

The role of industry-specific, occupation-specific, and location-specific knowledge in the growth and survival of new firms

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

Publication

The universal decay of collective memory and attention

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

Publication

Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEG

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