J. J. McArthur

According to our database, J. J. McArthur authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Autoencoder-Based fault detection using building automation system data.

Karim El Mokhtari, J. J. McArthur

Adv. Eng. Informatics, 2024

The benefit of noise-injection for dynamic gray-box model creation.

Mohamed S. Kandil, J. J. McArthur

Adv. Eng. Informatics, 2024

2023

B-SMART: A reference architecture for artificially intelligent autonomic smart buildings.

Mikhail Genkin, J. J. McArthur

Eng. Appl. Artif. Intell., May, 2023

Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units.

Farivar Rajabi, J. J. McArthur

CoRR, 2023

Exploring Artificial Intelligence Methods for Energy Prediction in Healthcare Facilities: An In-Depth Extended Systematic Review.

Marjan FatehiJananloo, Helen Stopps, J. J. McArthur

CoRR, 2023

ReLBOT: A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Smart Buildings.

Mikhail Genkin, J. J. McArthur

CoRR, 2023

2022

Fault Detection for Non-Condensing Boilers using Simulated Building Automation System Sensor Data.

Rony Shohet, Mohamed S. Kandil, J. J. McArthur

CoRR, 2022

A review of ontologies for smart and continuous commissioning.

Sara Gilani, Caroline Quinn, J. J. McArthur

CoRR, 2022

Comparison of Brick and Project Haystack to Support Smart Building Applications.

Caroline Quinn, J. J. McArthur

CoRR, 2022

Building Automation System Data Integration with BIM: Data Structure and Supporting Case Study.

Caroline Quinn, Ali Zargar Shabestari, Marin Litoiu, J. J. McArthur

CoRR, 2022

Using Reinforcement Learning with Transfer Learning to Overcome Smart Building Cold Start.

Mikhail Genkin, J. J. McArthur

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021

A case study comparing the completeness and expressiveness of two industry recognized ontologies.

Caroline Quinn, J. J. McArthur

Adv. Eng. Informatics, 2021

Clinical Decision Support in the Pediatric ICU: A Multi-Institution Survey.

Adam C. Dziorny, Julia A. Heneghan, Moodakare A. Bhat, Dean Karavite, L. Nelson Sanchez-Pinto, Jennifer McArthur, Naveen Muthu

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Fault detection for non-condensing boilers using simulated building automation system sensor data.

Rony Shohet, Mohamed S. Kandil, Yidan Wang, J. J. McArthur

Adv. Eng. Informatics, 2020

2019

Simulated boiler data for fault detection and classification.

Rony Shohet, Mohamed S. Kandil, J. J. McArthur

Dataset, March, 2019

Simulated Boiler Fault Data.

Rony Shohet, Mohamed S. Kandil, J. J. McArthur

Dataset, March, 2019

2018

Machine learning and BIM visualization for maintenance issue classification and enhanced data collection.

Jennifer McArthur, Nima Shahbazi, Ricky Fok, Christopher Raghubar, Brandon Bortoluzzi, Aijun An

Adv. Eng. Informatics, 2018