On the Relationship between Seasons of the Year and Disaggregation Performance. - João Gois; Christoph Klemenjak; Lucas Pereira (NILM@SenSys, 2020)

A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms. - João Gois; Lucas Pereira; Nuno Nunes 001 (Sensors, 2022)

ANR: A New Metric to Quantify the Appliance to Noise Ratio in Load Disaggregation Datasets. - João Gois; Lucas Pereira (IEEE Trans. Instrum. Meas., 2023)

Data-Driven Approach to Predict the Consumption of Electrical Energy in Households Using Features from Non-Electric Data. - Fábio Sayeg; João Gois; Lucas Pereira (IECON, 2024)