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Publication

Deep learning-aided decision support for diagnosis of skin disease across skin tones

Groh, M., Badri, O., Daneshjou, R. et al. Deep learning-aided decision support for diagnosis of skin disease across skin tones. Nat Med (2024). https://doi.org/10.1038/s41591-023-02728-3

Publication

Privacy Limitations Of Interest-based Advertising On The Web: A Post-mortem Empirical Analysis Of Google’s FLoC

Alex Berke and Dan Calacci. 2022. Privacy Limitations of Interest-based Advertising on The Web: A Post-mortem Empirical Analysis of Google’s FLoC. In Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security (CCS ’22), November 7–11, 2022, Los Angeles, CA, USA. ACM, New York, NY, USA, 13 pages. https://doi.org/10.1145/3548606.3560626

Publication

From Private Location Data to Public Good

Berke, A. (2020). From private location data to public good. (Masters thesis). MIT Media Lab.

Publication

Collective Behavior over Social Networks with Data-driven and Machine Learning Models

Leng, Yan. Collective Behavior over Social Networks with Data-driven and Machine Learning Models. Diss. Massachusetts Institute of Technology, 2020.

Publication

Venous Materials : Towards Interactive Fluidic Mechanisms

Mor, Hila, Ken Nakagaki, et al. "Venous Materials : Towards Interactive Fluidic Mechanisms." CHI '20, Honolulu, HI, USA, April 2020. DOI: https://doi.org/10.1145/3313831.3376129

Publication

Assessing Disease Exposure Risk with Location Data: A Proposal for Cryptographic Preservation of Privacy

Alex Berke, Michiel Bakker, Praneeth Vepakomma, Kent Larson, Alex `Sandy' Pentland. (March 31 2020). "Assessing Disease Exposure Risk with Location Data: A Proposal for Cryptographic Preservation of Privacy." Retrieved from https://arxiv.org/pdf/2003.14412

Publication

Probabilistic Latent Variable Modeling for Assessing Behavioral Influences on Well-Being

Nosakhare, E., Picard, R. W. Probabilistic Latent Variable Modeling for Assessing Behavioral Influences on Well-Being," ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’19), August 4–8, 2019, Anchorage, AK, USA. ACM, New York, NY, USA. https://doi.org/10.1145/3292500.3330738

Publication

The Tradeoff Between the Utility and Risk of Location Data and Implications for Public Good

Calacci, Dan, Alex Berke, Kent Larson, Sandy Pentland. "The tradeoff between the utility and risk of location data and implications for public good." Presented at the Oxford & London School of Economics Connected Life conference. (2019). https://arxiv.org/abs/1905.09350

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

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

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

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

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

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

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.

Publication

Bots as Virtual Confederates: Design and Ethics

Peter Krafft, Michael Macy, Sandy Pentland. (2017). Bots as Virtual Confederates: Design and Ethics. The 20th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW).

Publication

The City Browser: Utilizing Massive Call Data to Infer City Mobility Dynamics

Alhasoun, Fahad, et al. "The City Browser: Utilizing Massive Call Data to Infer City Mobility Dynamics." 3rd International Workshop on Urban Computing (UrbComp 2014). UrbComp: New York, NY. 2014.

Publication

Are You Your Friends’ Friend? Poor Perception of Friendship Ties Limits the Ability to Promote Behavioral Change

Almaatouq, A., Radaelli, L., Pentland, A., & Shmueli, E. (2016). Are You Your Friends’ Friend? Poor Perception of Friendship Ties Limits the Ability to Promote Behavioral Change. PloS one, 11(3), e0151588. Chicago

Publication

Twitter: who gets caught? observed trends in social micro-blogging spam

Almaatouq, Abdullah, et al. "Twitter: who gets caught? observed trends in social micro-blogging spam." Proceedings of the 2014 ACM conference on Web science. ACM, 2014.

Publication

A Malicious Activity Detection System Utilizing Predictive Modeling in Complex Environments

Almaatouq, Abdullah, et al. "A malicious activity detection system utilizing predictive modeling in complex environments." 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC). IEEE, 2014. APA