Sensor Fault Diagnosis of Multi-Zone HVAC Systems Using Auto-Associative Neural Network. - Mariam Elnour; Nader Meskin; Mohammed Al-Naemi (CCTA, 2019)

Hybrid Attack Detection Framework for Industrial Control Systems using 1D-Convolutional Neural Network and Isolation Forest. - Mariam Elnour; Nader Meskin; Khaled M. Khan (CCTA, 2020)

Actuator Fault Diagnosis in Multi-Zone HVAC Systems using 2D Convolutional Neural Networks. - Mariam Elnour; Nader Meskin (ICIoT, 2020)

A Dual-Isolation-Forests-Based Attack Detection Framework for Industrial Control Systems. - Mariam Elnour; Nader Meskin; Khaled M. Khan; Raj Jain (IEEE Access, 2020)

Novel Actuator Fault Diagnosis Framework for Multizone HVAC Systems Using 2-D Convolutional Neural Networks. - Mariam Elnour; Nader Meskin (IEEE Trans Autom. Sci. Eng., 2022)

Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study. - Mariam Elnour; Fodil Fadli; Nader Meskin; Ioan Petri; Yacine Rezgui (ICMLC, 2023)

A Machine Learning Based Framework for Real-Time Detection and Mitigation of Sensor False Data Injection Cyber-Physical Attacks in Industrial Control Systems. - Mariam Elnour; Mohammad Noorizadeh; Mohammad Shakerpour; Nader Meskin; Khaled M. Khan; Raj Jain (IEEE Access, 2023)

AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives. - Yassine Himeur; Mariam Elnour; Fodil Fadli; Nader Meskin; Ioan Petri; Yacine Rezgui; Faycal Bensaali; Abbes Amira (Artif. Intell. Rev., 2023)

On Graph Theory vs. Time-Domain Discrete-Event Simulation for Topology-Informed Assessment of Power Grid Cyber Risk. - Khandaker Akramul Haque; Leen Al Homoud; Xin Zhuang; Mariam Elnour; Ana E. Goulart; Katherine R. Davis 001 (SmartGridComm, 2024)

Unveiling Hidden Energy Anomalies: Harnessing Deep Learning to Optimize Energy Management in Sports Facilities. - Fodil Fadli; Yassine Himeur; Mariam Elnour; Abbes Amira (CoRR, 2024)