Kanghang He

Non-Intrusive Load Disaggregation Using Graph Signal Processing

Kanghang He, Lina Stanković, Jing Liao et al. · IEEE Transactions on Smart Grid · 2016 · 299 citations

Engineering, Piecewise Smoothness, Data Science +15

Improving Event-Based Non-Intrusive Load Monitoring Using Graph Signal Processing

Bochao Zhao, Kanghang He, Lina Stanković et al. · IEEE Access · 2018 · 109 citations · Full text

Engineering, Large-scale Smart Energy, Network Analysis +20

A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring

Kanghang He, Dušan Jakovetić, Bochao Zhao et al. · IEEE Transactions on Smart Grid · 2019 · 53 citations

Engineering, Machine Learning, Energy Efficiency +20

Optimal Detection and Error Exponents for Hidden Semi-Markov Models

Dragana Bajović, Kanghang He, Lina Stanković et al. · IEEE Journal of Selected Topics in Signal Processing · 2018 · 13 citations · Full text

Large Deviations, Engineering, Stochastic Analysis +18

Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation

Kanghang He, Vladimir Stanković, Lina Stanković · Sensors · 2020 · 13 citations · Full text

Anomaly Detection, Machine Learning, Engineering +23