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ORCIDJ. J. McArthur
Person information
- affiliation: Ryerson University, Faculty of Engineering and Architectural Science, Toronto, ON, CA
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2020 – today
- 2024
[j6]Mohamed S. Kandil, J. J. McArthur:
The benefit of noise-injection for dynamic gray-box model creation. Adv. Eng. Informatics 60: 102381 (2024)- [j5]Karim El Mokhtari, J. J. McArthur:
Autoencoder-Based fault detection using building automation system data. Adv. Eng. Informatics 62: 102810 (2024) - 2023
- [j4]Mikhail Genkin, J. J. McArthur
:
B-SMART: A reference architecture for artificially intelligent autonomic smart buildings. Eng. Appl. Artif. Intell. 121: 106063 (2023) - [i9]Mikhail Genkin, J. J. McArthur:
ReLBOT: A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Smart Buildings. CoRR abs/2305.00365 (2023) - [i8]Mohamed S. Kandil, J. J. McArthur:
The Benefit of Noise-Injection for Dynamic Gray-Box Model Creation. CoRR abs/2310.01517 (2023) - [i7]Marjan FatehiJananloo, Helen Stopps, J. J. McArthur:
Exploring Artificial Intelligence Methods for Energy Prediction in Healthcare Facilities: An In-Depth Extended Systematic Review. CoRR abs/2311.15807 (2023) - [i6]Farivar Rajabi, J. J. McArthur:
Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units. CoRR abs/2312.11405 (2023) - 2022
- [c2]Mikhail Genkin, J. J. McArthur:
Using Reinforcement Learning with Transfer Learning to Overcome Smart Building Cold Start. CSCI 2022: 713-718 - [i5]Caroline Quinn, Ali Zargar Shabestari, Marin Litoiu, J. J. McArthur:
Building Automation System Data Integration with BIM: Data Structure and Supporting Case Study. CoRR abs/2205.05518 (2022) - [i4]Caroline Quinn, J. J. McArthur:
Comparison of Brick and Project Haystack to Support Smart Building Applications. CoRR abs/2205.05521 (2022) - [i3]Sara Gilani, Caroline Quinn, J. J. McArthur:
A review of ontologies for smart and continuous commissioning. CoRR abs/2205.07636 (2022) - [i2]Rony Shohet, Mohamed S. Kandil, J. J. McArthur:
Fault Detection for Non-Condensing Boilers using Simulated Building Automation System Sensor Data. CoRR abs/2205.08418 (2022) - [i1]Mikhail Genkin, J. J. McArthur:
B-SMART: A Reference Architecture for Artificially Intelligent Autonomic Smart Buildings. CoRR abs/2211.03219 (2022) - 2021
- [j3]Caroline Quinn, J. J. McArthur:
A case study comparing the completeness and expressiveness of two industry recognized ontologies. Adv. Eng. Informatics 47: 101233 (2021) - [c1]Adam C. Dziorny, Julia A. Heneghan, Moodakare A. Bhat, Dean Karavite, L. Nelson Sanchez-Pinto, Jennifer McArthur, Naveen Muthu:
Clinical Decision Support in the Pediatric ICU: A Multi-Institution Survey. AMIA 2021 - 2020
- [j2]Rony Shohet, Mohamed S. Kandil, Yidan Wang, J. J. McArthur:
Fault detection for non-condensing boilers using simulated building automation system sensor data. Adv. Eng. Informatics 46: 101176 (2020)
2010 – 2019
- 2019
- [d2]Rony Shohet, Mohamed S. Kandil, J. J. McArthur:
Simulated Boiler Fault Data. IEEE DataPort, 2019
- [d1]Rony Shohet, Mohamed S. Kandil, J. J. McArthur:
Simulated boiler data for fault detection and classification. IEEE DataPort, 2019 - 2018
- [j1]Jennifer McArthur, Nima Shahbazi, Ricky Fok, Christopher Raghubar, Brandon Bortoluzzi, Aijun An:
Machine learning and BIM visualization for maintenance issue classification and enhanced data collection. Adv. Eng. Informatics 38: 101-112 (2018)
Coauthor Index
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