-
Kim, SangYoun / Tariq, Shahzeb / Chang, Roberto / Ali, Usama / Ba-Alawi, Abdulrahman H. / Heo, SungKu / Yoo, ChangKyoo (2025): Corrigendum to “Explainable AI-driven high-fidelity IAQ prediction (HiFi-IAQ) model for subway stations: Spatiotemporal outdoor air quality interpolation using geographic data”. In: Building and Environment, v. 267 (January 2025).
https://doi.org/10.1016/j.buildenv.2024.112220
-
Jeong, ChanHyeok / Heo, SungKu / Woo, TaeYong / Kim, SangYoun / Yoo, ChangKyoo (2024): AI-driven ventilation control policy proximal optimization coupled with dynamic-informed real-time model calibration for healthy and sustainable indoor PM2.5 management. In: Energy and Buildings, v. 323 (November 2024).
https://doi.org/10.1016/j.enbuild.2024.114786
-
Tariq, Shahzeb / Loy-Benitez, Jorge / Yoo, ChangKyoo (2024): Multi-sensor fault detection and correction for automated IAQ monitoring in smart buildings through attention-aware autoencoders with spatial prediction module. In: Journal of Building Engineering, v. 96 (November 2024).
https://doi.org/10.1016/j.jobe.2024.110573
-
Kim, SangYoun / Tariq, Shahzeb / Chang, Roberto / Ali, Usama / Ba-Alawi, Abdulrahman H. / Heo, SungKu / Yoo, ChangKyoo (2024): Explainable AI-driven high-fidelity IAQ prediction (HiFi-IAQ) model for subway stations: Spatiotemporal outdoor air quality interpolation using geographic data. In: Building and Environment, v. 263 (September 2024).
https://doi.org/10.1016/j.buildenv.2024.111906
-
Tariq, Shahzeb / Loy-Benitez, Jorge / Yoo, ChangKyoo (2023): Enhancing the sustainable management of fine particulate matter-related health risks at subway stations through sequential forecast and gated probabilistic transformer. In: Building and Environment, v. 244 (October 2023).
https://doi.org/10.1016/j.buildenv.2023.110780
-
Tariq, Shahzeb / Tariq, Shahroz / Kim, SangYoun / Woo, Simon S. / Yoo, ChangKyoo (2023): Distance adaptive graph convolutional gated network-based smart air quality monitoring and health risk prediction in sensor-devoid urban areas. In: Sustainable Cities and Society, v. 91 (April 2023).
https://doi.org/10.1016/j.scs.2023.104445
-
Tariq, Shahzeb / Loy-Benitez, Jorge / Nam, Kijeon / Kim, SangYoun / Kim, MinJeong / Yoo, ChangKyoo (2023): Deep-AI soft sensor for sustainable health risk monitoring and control of fine particulate matter at sensor devoid underground spaces: A zero-shot transfer learning approach. In: Tunnelling and Underground Space Technology, v. 131 (January 2023).
https://doi.org/10.1016/j.tust.2022.104843
-
Moosazadeh, Mohammad / Ifaei, Pouya / Tayerani Charmchi, Amir Saman / Asadi, Somayeh / Yoo, ChangKyoo (2022): A machine learning-driven spatio-temporal vulnerability appraisal based on socio-economic data for COVID-19 impact prevention in the U.S. counties. In: Sustainable Cities and Society, v. 83 (August 2022).
https://doi.org/10.1016/j.scs.2022.103990
-
Loy-Benitez, Jorge / Tariq, Shahzeb / Nguyen, Hai Tra / Safder, Usman / Nam, Kijeon / Yoo, ChangKyoo (2022): Neural circuit policies-based temporal flexible soft-sensor modeling of subway PM2.5 with applications on indoor air quality management. In: Building and Environment, v. 207 (January 2022).
https://doi.org/10.1016/j.buildenv.2021.108537
-
Choi, SangWook / Yoo, ChangKyoo / Lee, In-Beum (2002): SOx Monitoring and Neural Net Classification in the Power Plant. In: Journal of Environmental Engineering (ASCE), v. 128, n. 10 (October 2002).
https://doi.org/10.1061/(asce)0733-9372(2002)128:10(911)
-
Loy-Benitez, Jorge / Li, Qian / Nam, Kijeon / Yoo, ChangKyoo (2020): Sustainable subway indoor air quality monitoring and fault-tolerant ventilation control using a sparse autoencoder-driven sensor self-validation. In: Sustainable Cities and Society, v. 52 (January 2020).
https://doi.org/10.1016/j.scs.2019.101847
-
Loy-Benitez, Jorge / Li, Qian / Nam, Kijeon / Nguyen, Hai Tra / Kim, MinJeong / Park, DuckShin / Yoo, ChangKyoo (2021): Multi-objective optimization of a time-delay compensated ventilation control system in a subway facility – A harmony search strategy. In: Building and Environment, v. 190 (March 2021).
https://doi.org/10.1016/j.buildenv.2020.107543
-
Kim, MinJeong / SankaraRao, B. / Kang, OnYu / Kim, JeongTai / Yoo, ChangKyoo (2012): Monitoring and prediction of indoor air quality (IAQ) in subway or metro systems using season dependent models. In: Energy and Buildings, v. 46 (March 2012).
https://doi.org/10.1016/j.enbuild.2011.10.047
-
Kim, MinJeong / Liu, Hongbin / Kim, Jeong Tai / Yoo, ChangKyoo (2013): Sensor fault identification and reconstruction of indoor air quality (IAQ) data using a multivariate non-Gaussian model in underground building space. In: Energy and Buildings, v. 66 (November 2013).
https://doi.org/10.1016/j.enbuild.2013.07.002
-
Liu, Hongbin / Lee, Seungchul / Kim, MinJeong / Shi, Honglan / Kim, Jeong Tai / Wasewar, Kailas L. / Yoo, ChangKyoo (2013): Multi-objective optimization of indoor air quality control and energy consumption minimization in a subway ventilation system. In: Energy and Buildings, v. 66 (November 2013).
https://doi.org/10.1016/j.enbuild.2013.07.066
-
Lee, Seungchul / Liu, Hongbin / Kim, MinJeong / Kim, Jeong Tai / Yoo, ChangKyoo (2014): Online monitoring and interpretation of periodic diurnal and seasonal variations of indoor air pollutants in a subway station using parallel factor analysis (PARAFAC). In: Energy and Buildings, v. 68 (January 2014).
https://doi.org/10.1016/j.enbuild.2013.09.022
-
Heo, SungKu / Nam, Kijeon / Loy-Benitez, Jorge / Li, Qian / Lee, Seungchul / Yoo, ChangKyoo (2019): A deep reinforcement learning-based autonomous ventilation control system for smart indoor air quality management in a subway station. In: Energy and Buildings, v. 202 (November 2019).
https://doi.org/10.1016/j.enbuild.2019.109440
-
Loy-Benitez, Jorge / Heo, SungKu / Yoo, ChangKyoo (2020): Imputing missing indoor air quality data via variational convolutional autoencoders: Implications for ventilation management of subway metro systems. In: Building and Environment, v. 182 (September 2020).
https://doi.org/10.1016/j.buildenv.2020.107135
-
Tariq, Shahzeb / Loy-Benitez, Jorge / Nam, Kijeon / Heo, SungKu / Yoo, ChangKyoo (2020): Energy-efficient time-delay compensated ventilation control system for sustainable subway air quality management under various outdoor conditions. In: Building and Environment, v. 174 (May 2020).
https://doi.org/10.1016/j.buildenv.2020.106775
-
Li, Qian / Loy-Benitez, Jorge / Heo, SungKu / Lee, Seungchul / Liu, Hongbin / Yoo, ChangKyoo (2019): Flexible real-time ventilation design in a subway station accommodating the various outdoor PM10 air quality from climate change variation. In: Building and Environment, v. 153 (April 2019).
https://doi.org/10.1016/j.buildenv.2019.02.029
-
Loy-Benitez, Jorge / Li, Qian / Ifaei, Pouya / Nam, Kijeon / Heo, SungKu / Yoo, ChangKyoo (2018): A dynamic gain-scheduled ventilation control system for a subway station based on outdoor air quality conditions. In: Building and Environment, v. 144 (October 2018).
https://doi.org/10.1016/j.buildenv.2018.08.016
-
Kim, MinJeong / Braatz, Richard D. / Kim, Jeong Tai / Yoo, ChangKyoo (2015): Indoor air quality control for improving passenger health in subway platforms using an outdoor air quality dependent ventilation system. In: Building and Environment, v. 92 (October 2015).
https://doi.org/10.1016/j.buildenv.2015.05.010