J. J. McArthur

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Transfer Learning

Fault Detection

Tennessee Eastman

Top Venues

Adv. Eng. Informatics

Eng. Appl. Artif. Intell.

Publications

Mohamed S. Kandil, J. J. McArthur
The benefit of noise-injection for dynamic gray-box model creation. Adv. Eng. Informatics 60 (2024)
Marjan FatehiJananloo, Helen Stopps, J. J. McArthur
Exploring Artificial Intelligence Methods for Energy Prediction in Healthcare Facilities: An In-Depth Extended Systematic Review. CoRR (2023)
Mikhail Genkin, J. J. McArthur
ReLBOT: A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Smart Buildings. CoRR (2023)
Mikhail Genkin, J. J. McArthur
B-SMART: A reference architecture for artificially intelligent autonomic smart buildings. Eng. Appl. Artif. Intell. 121 (2023)
Farivar Rajabi, J. J. McArthur
Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units. CoRR (2023)
Mohamed S. Kandil, J. J. McArthur
The Benefit of Noise-Injection for Dynamic Gray-Box Model Creation. CoRR (2023)
Rony Shohet, Mohamed S. Kandil, J. J. McArthur
Fault Detection for Non-Condensing Boilers using Simulated Building Automation System Sensor Data. CoRR (2022)
Caroline Quinn, Ali Zargar Shabestari, Marin Litoiu, J. J. McArthur
Building Automation System Data Integration with BIM: Data Structure and Supporting Case Study. CoRR (2022)
Caroline Quinn, J. J. McArthur
Comparison of Brick and Project Haystack to Support Smart Building Applications. CoRR (2022)
Sara Gilani, Caroline Quinn, J. J. McArthur
A review of ontologies for smart and continuous commissioning. CoRR (2022)
Mikhail Genkin, J. J. McArthur
B-SMART: A Reference Architecture for Artificially Intelligent Autonomic Smart Buildings. CoRR (2022)
Mikhail Genkin, J. J. McArthur
Using Reinforcement Learning with Transfer Learning to Overcome Smart Building Cold Start. CSCI (2022)
Caroline Quinn, J. J. McArthur
A case study comparing the completeness and expressiveness of two industry recognized ontologies. Adv. Eng. Informatics 47 (2021)
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 (2020)