Mariam Elnour

1.2k total citations · 1 hit paper
22 papers, 771 citations indexed

About

Mariam Elnour is a scholar working on Control and Systems Engineering, Building and Construction and Artificial Intelligence. According to data from OpenAlex, Mariam Elnour has authored 22 papers receiving a total of 771 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Control and Systems Engineering, 10 papers in Building and Construction and 6 papers in Artificial Intelligence. Recurrent topics in Mariam Elnour's work include Building Energy and Comfort Optimization (9 papers), Smart Grid Security and Resilience (7 papers) and Anomaly Detection Techniques and Applications (6 papers). Mariam Elnour is often cited by papers focused on Building Energy and Comfort Optimization (9 papers), Smart Grid Security and Resilience (7 papers) and Anomaly Detection Techniques and Applications (6 papers). Mariam Elnour collaborates with scholars based in Qatar, United Kingdom and United States. Mariam Elnour's co-authors include Nader Meskin, Yacine Rezgui, Fodil Fadli, Ioan Petri, Yassine Himeur, Fayçal Bensaali, Abbes Amira, Raj Jain, Khaled M. Khan and Andrei Hodorog and has published in prestigious journals such as SHILAP Revista de lepidopterología, Renewable and Sustainable Energy Reviews and Applied Energy.

In The Last Decade

Mariam Elnour

21 papers receiving 727 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives

2022 247 citations Yassine Himeur, Mariam Elnour et al. Artificial Intelligence Review profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Mariam Elnour Qatar	11	238	197	185	160	122	22	771
Hicham Medromi Morocco	16	360 1.5×	114 0.6×	199 1.1×	214 1.3×	184 1.5×	155	1.1k
Ken Bruton Ireland	17	240 1.0×	106 0.5×	273 1.5×	209 1.3×	124 1.0×	50	1.2k
Mohamed Tabaa Morocco	14	230 1.0×	119 0.6×	120 0.6×	354 2.2×	89 0.7×	89	945
Junwei Yan China	20	234 1.0×	181 0.9×	100 0.5×	223 1.4×	174 1.4×	107	1.3k
M. Fatih Taşgetiren Türkiye	20	303 1.3×	137 0.7×	83 0.4×	88 0.6×	203 1.7×	40	1.2k
Muhammad Fayaz Pakistan	17	196 0.8×	176 0.9×	70 0.4×	286 1.8×	67 0.5×	46	746
Paulo Carreira Portugal	15	294 1.2×	81 0.4×	67 0.4×	193 1.2×	131 1.1×	40	787
Robert H. Dodier United States	17	477 2.0×	251 1.3×	153 0.8×	374 2.3×	47 0.4×	27	1.1k
Gabe Fierro United States	16	478 2.0×	245 1.2×	79 0.4×	229 1.4×	265 2.2×	52	1.1k
Jeffery D. Weir United States	13	190 0.8×	244 1.2×	109 0.6×	182 1.1×	40 0.3×	40	735

Countries citing papers authored by Mariam Elnour

Since Specialization

Citations

This map shows the geographic impact of Mariam Elnour's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mariam Elnour with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mariam Elnour more than expected).

Fields of papers citing papers by Mariam Elnour

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mariam Elnour. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mariam Elnour. The network helps show where Mariam Elnour may publish in the future.

Co-authorship network of co-authors of Mariam Elnour

This figure shows the co-authorship network connecting the top 25 collaborators of Mariam Elnour. A scholar is included among the top collaborators of Mariam Elnour based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mariam Elnour. Mariam Elnour is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Himeur, Yassine, et al.. (2025). Unveiling hidden energy anomalies: harnessing deep learning to optimize energy management in sports facilities. Neural Computing and Applications. 37(32). 26411–26435.

Elnour, Mariam, Rachad Atat, Abdulrahman Takiddin, Muhammad Ismail, & Erchin Serpedin. (2024). Eigenvector centrality-enhanced graph network for attack detection in power distribution systems. Electric Power Systems Research. 241. 111339–111339. 3 indexed citations

Elnour, Mariam, et al.. (2024). Empowering smart cities with digital twins of buildings: Applications and implementation considerations of data-driven energy modelling in building management. Building Services Engineering Research and Technology. 45(4). 475–498. 13 indexed citations

Elnour, Mariam, Fodil Fadli, Nader Meskin, Ioan Petri, & Yacine Rezgui. (2023). Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study. ORCA Online Research @Cardiff (Cardiff University). 197–204. 1 indexed citations

Elnour, Mariam, et al.. (2023). 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. 11. 86977–86998. 5 indexed citations

Himeur, Yassine, Mariam Elnour, Fodil Fadli, et al.. (2022). AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives. Artificial Intelligence Review. 56(6). 4929–5021. 247 indexed citations breakdown →

Elnour, Mariam, Yassine Himeur, Fodil Fadli, et al.. (2022). Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities. Applied Energy. 318. 119153–119153. 82 indexed citations

Himeur, Yassine, Mariam Elnour, Fodil Fadli, et al.. (2022). Next-generation energy systems for sustainable smart cities: Roles of transfer learning. Sustainable Cities and Society. 85. 104059–104059. 89 indexed citations

Elnour, Mariam, Nader Meskin, Khaled M. Khan, & Raj Jain. (2021). HVAC system attack detection dataset. SHILAP Revista de lepidopterología. 37. 107166–107166. 7 indexed citations

10.

Elnour, Mariam, Nader Meskin, Khaled M. Khan, & Raj Jain. (2021). Application of data-driven attack detection framework for secure operation in smart buildings. Sustainable Cities and Society. 69. 102816–102816. 45 indexed citations

11.

Elnour, Mariam, Fodil Fadli, Nader Meskin, et al.. (2021). Neural network-based predictive control system for energy optimization in sports facilities: a case study. ORCA Online Research @Cardiff (Cardiff University). 1 indexed citations

12.

Fadli, Fodil, Yacine Rezgui, Ioan Petri, et al.. (2021). Building energy management systems for sports facilities in the Gulf region: a focus on impacts and considerations. ORCA Online Research @Cardiff (Cardiff University). 1 indexed citations

13.

Elnour, Mariam & Nader Meskin. (2021). Novel Actuator Fault Diagnosis Framework for Multizone HVAC Systems Using 2-D Convolutional Neural Networks. IEEE Transactions on Automation Science and Engineering. 19(3). 1985–1996. 21 indexed citations

14.

Elnour, Mariam & Nader Meskin. (2020). Actuator Fault Diagnosis in Multi-Zone HVAC Systems using 2D Convolutional Neural Networks. Qatar University QSpace (Qatar University). 404–409. 3 indexed citations

15.

Elnour, Mariam, et al.. (2020). Hybrid Attack Detection Framework for Industrial Control Systems using 1D-Convolutional Neural Network and Isolation Forest. Qatar University QSpace (Qatar University). 877–884. 11 indexed citations

16.

Elnour, Mariam, Nader Meskin, Khaled M. Khan, & Raj Jain. (2020). A Dual-Isolation-Forests-Based Attack Detection Framework for Industrial Control Systems. IEEE Access. 8. 36639–36651. 72 indexed citations

17.

Elnour, Mariam, et al.. (2020). Full-Scale Seawater Reverse Osmosis Desalination Plant Simulator. Qatar University QSpace (Qatar University). 93–93. 2 indexed citations

18.

Elnour, Mariam, et al.. (2019). Sensor Fault Diagnosis of Multi-Zone HVAC Systems Using Auto-Associative Neural Network. Qatar University QSpace (Qatar University). 118–123. 2 indexed citations

19.

Elnour, Mariam, et al.. (2019). Sensor data validation and fault diagnosis using Auto-Associative Neural Network for HVAC systems. Journal of Building Engineering. 27. 100935–100935. 70 indexed citations

20.

Elnour, Mariam & Nader Meskin. (2017). Multi-zone HVAC control system design using feedback linearization. Qatar University QSpace (Qatar University). 249–254. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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