Mariam Elnour

14 papers Misc 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Artificial Intelligence-Augmented Digital Twins for Energy Management and Comfort Optimization in Buildings.
IEEE Trans. Ind. Informatics
Ali Ghoroghi, Ioan Petri, Yacine Rezgui, Andrei Hodorog, Fodil Fadli, Mariam Elnour
2026 J jnl
Joint Sensor Deployment and Physics-Informed Graph Transformer for Smart Grid Attack Detection.
CoRR
Mariam Elnour, Mohammad AlShaikh Saleh, Rachad Atat, Xiang Huo, Abdulrahman Takiddin, Muhammad Ismail, Hasan Kurban, Katherine R. Davis, Erchin Serpedin
2025 J jnl
Unveiling hidden energy anomalies: harnessing deep learning to optimize energy management in sports facilities.
Neural Comput. Appl.
Fodil Fadli, Yassine Himeur, Mariam Elnour, Abbes Amira
2024 J jnl
On Graph Theory vs. Time-Domain Discrete Event Simulation for Topology-Informed Assessment of Power Grid Cyber Risk.
CoRR
Khandaker Akramul Haque, Leen Al Homoud, Xin Zhuang, Mariam Elnour, Ana Elisa P. Goulart, Katherine R. Davis
2024 — conf
On Graph Theory vs. Time-Domain Discrete-Event Simulation for Topology-Informed Assessment of Power Grid Cyber Risk.
SmartGridComm
Khandaker Akramul Haque, Leen Al Homoud, Xin Zhuang, Mariam Elnour, Ana E. Goulart, Katherine R. Davis
2024 J jnl
Unveiling Hidden Energy Anomalies: Harnessing Deep Learning to Optimize Energy Management in Sports Facilities.
CoRR
Fodil Fadli, Yassine Himeur, Mariam Elnour, Abbes Amira
2023 J jnl
A Machine Learning Based Framework for Real-Time Detection and Mitigation of Sensor False Data Injection Cyber-Physical Attacks in Industrial Control Systems.
IEEE Access
Mariam Elnour, Mohammad Noorizadeh, Mohammad Shakerpour, Nader Meskin, Khaled M. Khan, Raj Jain
2023 J jnl
AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives.
Artif. Intell. Rev.
Yassine Himeur, Mariam Elnour, Fodil Fadli, Nader Meskin, Ioan Petri, Yacine Rezgui, Faycal Bensaali, Abbes Amira
2023 Misc conf
Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study.
ICMLC
Mariam Elnour, Fodil Fadli, Nader Meskin, Ioan Petri, Yacine Rezgui
2022 J jnl
Novel Actuator Fault Diagnosis Framework for Multizone HVAC Systems Using 2-D Convolutional Neural Networks.
IEEE Trans Autom. Sci. Eng.
Mariam Elnour, Nader Meskin
2020 J jnl
A Dual-Isolation-Forests-Based Attack Detection Framework for Industrial Control Systems.
IEEE Access
Mariam Elnour, Nader Meskin, Khaled M. Khan, Raj Jain
2020 — conf
Actuator Fault Diagnosis in Multi-Zone HVAC Systems using 2D Convolutional Neural Networks.
ICIoT
Mariam Elnour, Nader Meskin
2020 — conf
Hybrid Attack Detection Framework for Industrial Control Systems using 1D-Convolutional Neural Network and Isolation Forest.
CCTA
Mariam Elnour, Nader Meskin, Khaled M. Khan
2019 — conf
Sensor Fault Diagnosis of Multi-Zone HVAC Systems Using Auto-Associative Neural Network.
CCTA
Mariam Elnour, Nader Meskin, Mohammed Al-Naemi