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Qiao, Qingyao
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1

Architectural design and epidemic prevalence: Insights from..:

Qiao, Qingyao ; Sarkar, Chinmoy ; Schuldenfrei, Eric...
Building and Environment.  256 (2024)  - p. 111516 , 2024
Link: https://doi.org/10.1016/..
 
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2

An interpretable multi-stage forecasting framework for ener..:

Qiao, Qingyao ; Eskandari, Hamidreza ; Saadatmand, Hassan.
Energy.  286 (2024)  - p. 129499 , 2024
Link: https://doi.org/10.1016/..
 
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3

A hybrid agent-based machine learning method for human-cent..:

Qiao, Qingyao ; Yunusa-Kaltungo, Akilu
Energy and Buildings.  283 (2023)  - p. 112797 , 2023
Link: https://doi.org/10.1016/..
 
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4

Developing a machine learning based building energy consump..:

Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger E.
Energy Reports.  9 (2023)  - p. 3643-3660 , 2023
Link: https://doi.org/10.1016/..
 
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5

An interactive agent-based modelling framework for assessin..:

Qiao, Qingyao ; Cheung, Clara ; Yunusa-Kaltungo, Akilu...
Safety Science.  168 (2023)  - p. 106312 , 2023
Link: https://doi.org/10.1016/..
 
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6

Feature selection strategy for machine learning methods in ..:

Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger E.
Energy Reports.  8 (2022)  - p. 13621-13654 , 2022
Link: https://doi.org/10.1016/..
 
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7

Preliminary exploration of factors affecting building energ..:

, In: 2021 IEEE PES/IAS PowerAfrica,
Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger - p. 1-5 , 2021
Link: https://doi.org/10.1109/..
 
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8

Towards developing a systematic knowledge trend for buildin..:

Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger E.
Journal of Building Engineering.  35 (2021)  - p. 101967 , 2021
Link: https://doi.org/10.1016/..
 
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9

Hybrid method for building energy consumption prediction ba..:

, In: 2020 IEEE PES/IAS PowerAfrica,
Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger - p. 1-5 , 2020
Link: https://doi.org/10.1109/..
 
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10

Predicting building energy consumption based on meteorologi..:

, In: 2020 IEEE PES/IAS PowerAfrica,
Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger - p. 1-5 , 2020
Link: https://doi.org/10.1109/..
 
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11

AN INNOVATIVE APPROACH TO THE DEVELOPMENT OF CROSS-DISCIPLI..:

Yunusa-Kaltungo, Akilu ; Cheung, Clara ; Jungudo, Rukaiyatu...
Yunusa-Kaltungo , A , Cheung , C , Jungudo , R , Gumel , A , Qiao , Q , Abideen , D & AlSanad , S 2023 , AN INNOVATIVE APPROACH TO THE DEVELOPMENT OF CROSS-DISCIPLINARY CURRICULUM AND ASSESSMENT IN UNDERGRADUATE ENGINEERING EDUCATION . in Proceedings of the International Conference on Education . 1 edn , vol. 9 , Sri Lanka , pp. 72-82 . https://doi.org/10.17501/24246700.2023.10107.  , 2023
Link: https://research.manches..
 
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12

Developing a machine learning based building energy consump..:

Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger
Qiao , Q , Yunusa-Kaltungo , A & Edwards , R 2023 , ' Developing a machine learning based building energy consumption prediction approach using limited data: Boruta feature selection and empirical mode decomposition ' , Energy Reports , vol. 9 , pp. 3643-3660 . https://doi.org/10.1016/j.egyr.2023.02.046.  , 2023
Link: https://research.manches..
 
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13

A hybrid agent-based machine learning method for human-cent..:

Qiao, Qingyao ; Yunusa-Kaltungo, Akilu
Qiao , Q & Yunusa-Kaltungo , A 2023 , ' A hybrid agent-based machine learning method for human-centred energy consumption prediction ' , Energy and Buildings , vol. 283 , 112797 . https://doi.org/10.1016/j.enbuild.2023.112797.  , 2023
Link: https://research.manches..
 
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14

Feature selection strategy for machine learning methods in ..:

Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger E
Qiao , Q , Yunusa-Kaltungo , A & Edwards , R E 2022 , ' Feature selection strategy for machine learning methods in building energy consumption prediction ' , Energy Reports , vol. 8 , pp. 13621-13654 . https://doi.org/10.1016/j.egyr.2022.10.125.  , 2022
Link: https://research.manches..
 
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15

Preliminary exploration of recursive feature elimination an..:

Qiao, Qingyao ; Yunusa-Kaltungo, Akilu ; Edwards, Rodger
Qiao , Q , Yunusa-Kaltungo , A & Edwards , R 2022 , Preliminary exploration of recursive feature elimination and empirical decomposition for building energy consumption prediction . in Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management 4–7 September 2022, Hannover, Germany . , MS-17-030 , Research Publishing Services , Singapore , pp. 568-573 , International Symposium on Reliability Engineering and Risk Management 4–7 September 2022, Hannover, Germany , Hannover , Germany , 4/09/22 . https://doi.org/doi:10.3850/978-981-18-5184-1_MS-17-030-cd.  , 2022
Link: https://research.manches..
 
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