Automatic Label Correction and Appliance Prioritization in Single Household Electricity Disaggregation. - Mark Valovage; Maria L. Gini (AAAI Workshop: AI for Smart Grids and Smart Buildings, 2016)

Overcoming Existing Limitations in Electricity-based Artificial Intelligence Applications. - Mark Valovage (AAMAS, 2017)

Label Correction and Event Detection for Electricity Disaggregation. - Mark Valovage; Maria L. Gini (AAMAS, 2017)

Enhancing Machine Learning Classification for Electrical Time Series Applications. - Mark Valovage (AAAI, 2018)

Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation. - Mark Valovage; Akshay Shekhawat; Maria L. Gini (AAAI, 2018)

Machine Learning Approaches to Reduce Electrical Waste and Improve Power Grid Stability. - Mark Valovage (IJCAI, 2018)