Brandon Foggo

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Essential Information

Neural Architectures

Top Venues

IEEE Trans. Smart Grid

Publications

Yuanbin Cheng, Brandon Foggo, Koji Yamashita, Nanpeng Yu
Missing Value Replacement for PMU Data via Deep Learning Model With Magnitude Trend Decoupling. IEEE Access 11 (2023)
Koji Yamashita, Brandon Foggo, Xianghao Kong, Yuanbin Cheng, Jie Shi, Nanpeng Yu
A Dynamic Behavior-Based Bulk Power System Event Signature Library With Empirical Clustering. IEEE Access 10 (2022)
Brandon Foggo, Koji Yamashita, Nanpeng Yu
pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events - Part I: Overview and Results. CoRR (2022)
Brandon Foggo, Koji Yamashita, Nanpeng Yu
pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events. CoRR (2022)
Brandon Foggo, Nanpeng Yu
Analyzing Data Selection Techniques with Tools from the Theory of Information Losses. IEEE BigData (2021)
Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao
Information Losses in Neural Classifiers From Sampling. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Brandon Foggo, Nanpeng Yu
Improving Supervised Phase Identification Through the Theory of Information Losses. IEEE Trans. Smart Grid 11 (3) (2020)
Jie Shi, Brandon Foggo, Nanpeng Yu
Power System Event Identification based on Deep Neural Network with Information Loading. CoRR (2020)
Jie Shi, Brandon Foggo, Xianghao Kong, Yuanbin Cheng, Nanpeng Yu, Koji Yamashita
Online Event Detection in Synchrophasor Data with Graph Signal Processing. SmartGridComm (2020)
Brandon Foggo, Nanpeng Yu
On the Maximum Mutual Information Capacity of Neural Architectures. CoRR (2020)
Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao
Asymptotic Finite Sample Information Losses in Neural Classifiers. CoRR (2019)
Yuanqi Gao, Brandon Foggo, Nanpeng Yu
A Physically Inspired Data-Driven Model for Electricity Theft Detection With Smart Meter Data. IEEE Trans. Ind. Informatics 15 (9) (2019)
Brandon Foggo, Nanpeng Yu
Interpreting Active Learning Methods Through Information Losses. CoRR (2019)
Brandon Foggo, Nanpeng Yu
Improving Supervised Phase Identification Through the Theory of Information Losses. CoRR (2019)
Brandon Foggo, Nanpeng Yu
Improved Battery Storage Valuation Through Degradation Reduction. IEEE Trans. Smart Grid 9 (6) (2018)
Wenyu Wang, Nanpeng Yu, Brandon Foggo, Joshua Davis, Juan Li
Phase Identification in Electric Power Distribution Systems by Clustering of Smart Meter Data. ICMLA (2016)