Qingyao Qiao

Towards developing a systematic knowledge trend for building energy consumption prediction

Qingyao Qiao, Akilu Yunusa‐Kaltungo, R. E. Edwards · Journal of Building Engineering · 2020 · 105 citations · Full text

Energy Consumption, Energy Consumption Prediction, Engineering +11

An interpretable multi-stage forecasting framework for energy consumption and CO2 emissions for the transportation sector

Qingyao Qiao, Hamidreza Eskandari, Hassan Saadatmand et al. · Energy · 2023 · 62 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +21

Feature selection strategy for machine learning methods in building energy consumption prediction

Qingyao Qiao, Akilu Yunusa‐Kaltungo, R. E. Edwards · Energy Reports · 2022 · 53 citations · Full text

A hybrid agent-based machine learning method for human-centred energy consumption prediction

Qingyao Qiao, Akilu Yunusa‐Kaltungo · Energy and Buildings · 2023 · 53 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Developing a machine learning based building energy consumption prediction approach using limited data: Boruta feature selection and empirical mode decomposition

Qingyao Qiao, Akilu Yunusa‐Kaltungo, R. E. Edwards · Energy Reports · 2023 · 32 citations · Full text