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notebooks

Linear Regression and Gradient Descent

Published:

This notebook is an self-assesment exercise in using Jupyter and NumPy tools to do basic linear regression for EE PMP 559 Data Science for Power Systems, Spring 2019.

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L1, L2 Loss Functions and Regression

Published:

This notebook explores how choosing different loss functions influences the results of linear regression, and how to incorporate bias. EE PMP 559 Data Science for Power Systems, Spring 2019

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Linear Regression and DC Power Flow

Published:

This notebook explores the application of linear regression to state estimation in the DC power flow problem. EE PMP 559, Spring 2019

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Classification: SVM Kernels

Published:

This notebook explores the usages of kernel functions in SVM classification. EE PMP 559, Spring 2019

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publications

Sociolect-based community detection

Published in In the proceedings of 2013 IEEE International Conference on Intelligence and Security Informatics, 2013

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Recommended citation: 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. https://ieeexplore.ieee.org/document/6578823

Assessment of user home location geoinference methods

Published in In the proceedings of 2015 IEEE International Conference on Intelligence and Security Informatics (ISI), 2015

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Recommended citation: 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. https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7165957

Social sensor analytics: Making sense of network models in social media

Published in In the proceedings of 2015 IEEE International Conference on Intelligence and Security Informatics (ISI), 2015

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Recommended citation: 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. https://ieeexplore.ieee.org/document/7165956

Mitigation of Coincident Peak Charges via Approximate Dynamic Programming

Published in In the proceedings of 2019 IEEE 58th Conference on Decision and Control (CDC), 2019

Recommended citation: 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.

Automated Adversary Emulation for Cyber-Physical Systems via Reinforcement Learning

Published in In the proceedings of 2020 IEEE International Conference on Intelligence and Security Informatics (ISI), 2020

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Recommended citation: 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.

Transfer learning for HVAC system fault detection

Published in In the proceedings of 2020 American Control Conference (ACC), 2020

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Recommended citation: Chase Dowling, Baosen Zhang, "Transfer learning for HVAC system fault detection." In the proceedings of 2020 American Control Conference (ACC), 2020.

talks