Transfer learning for HVAC system fault detection
Chase Dowling, Baosen Zhang, "Transfer learning for HVAC system fault detection." In the proceedings of 2020 American Control Conference (ACC), 2020.
Publications
Automated Adversary Emulation for Cyber-Physical Systems via Reinforcement Learning
Arnab Bhattacharya, Thiagarajan Ramachandran, Sandeep Banik, Chase Dowling, Shaunak Bopardikar, "Automated Adversary Emulation for Cyber-Physical Systems via Reinforcement Learning." In the proceedings of 2020 IEEE International Conference on Intelligence and Security Informatics (ISI), 2020.
Modeling curbside parking as a network of finite capacity queues
Chase Dowling, Lillian Ratliff, Baosen Zhang, "Modeling curbside parking as a network of finite capacity queues." To appear in IEEE Transactions on Intelligent Transportation Systems, 2019.
Mitigation of Coincident Peak Charges via Approximate Dynamic Programming
Chase Dowling, Baosen Zhang, Mitigation of Coincident Peak Charges via Approximate Dynamic Programming. In the proceedings of 2019 IEEE 58th Conference on Decision and Control (CDC), 2019.
Data Driven Spatio-Temporal Modeling of Parking Demand
Tanner Fiez, Lillian Ratliff, Chase Dowling, Baosen Zhang, "Data Driven Spatio-Temporal Modeling of Parking Demand." In the proceedings of 2018 Annual American Control Conference (ACC), 2018.
Coincident Peak Prediction Using a Feed-Forward Neural Network
Chase Dowling, Daniel Kirschen, Baosen Zhang, "Coincident Peak Prediction Using a Feed-Forward Neural Network." In the proceedings of 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018.
Using social media to predict the future: a systematic literature review
Lawrence Phillips, Chase Dowling, Kyle Shaffer, Nathan Hodas, Svitlana Volkova, "Using social media to predict the future: a systematic literature review." arXiv preprint arXiv:1706.06134, 2017.
Optimizing curbside parking resources subject to congestion constraints
Chase Dowling, Tanner Fiez, Lillian Ratliff, Baosen Zhang, "Optimizing curbside parking resources subject to congestion constraints." In the proceedings of 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2017.
To observe or not to observe: Queuing game framework for urban parking
Lillian Ratliff, Chase Dowling, Eric Mazumdar, Baosen Zhang, "To observe or not to observe: Queuing game framework for urban parking." In the proceedings of 2016 IEEE 55th Conference on Decision and Control (CDC), 2016.
Social sensor analytics: Making sense of network models in social media
Chase Dowling, Joshua Harrison, Arun Sathanur, Landon Sego, Courtney Corley, "Social sensor analytics: Making sense of network models in social media." In the proceedings of 2015 IEEE International Conference on Intelligence and Security Informatics (ISI), 2015.
Informatics Approaches to Data Preservation and Analysis in Protein Electrostatics
Nathan Baker, Chase Dowling, Luke Gosink, Trenton Pulsipher, Susanna-Assunta Sansone, "Informatics Approaches to Data Preservation and Analysis in Protein Electrostatics." Biophysical Journal, 2015.
Assessment of user home location geoinference methods
Joshua Harrison, Eric Bell, Court Corley, Chase Dowling, Andrew Cowell, "Assessment of user home location geoinference methods." In the proceedings of 2015 IEEE International Conference on Intelligence and Security Informatics (ISI), 2015.
Sociolect-based community detection
William Reynolds, William Salter, Robert Farber, Courtney Corley, Chase Dowling, William Beeman, Lynn Smith-Lovin, Joon Choi, "Sociolect-based community detection." In the proceedings of 2013 IEEE International Conference on Intelligence and Security Informatics, 2013.
Social sensor analytics: Measuring phenomenology at scale
Courtney Corley, Chase Dowling, Stuart Rose, Taylor McKenzie, "Social sensor analytics: Measuring phenomenology at scale." In the proceedings of 2013 IEEE International Conference on Intelligence and Security Informatics, 2013.
Jargon and graph modularity on twitter
Chase Dowling, Courtney Corley, Robert Farber, William Reynolds, "Jargon and graph modularity on twitter." In the proceedings of 2013 IEEE International Conference on Intelligence and Security Informatics, 2013.