Mohamed Adel Serhani

5.0k citations

141 papers · 3.2k indexed · 4 hit papers · h-index 24

Artificial Intelligence top 1%
Electrical and Electronic Engineering top 5%
Information Systems top 1%
Computer Networks and Communications top 2%
Management Science and Operations Research top 1%

Co-authors: Ali Fiaz Ali Ouni Salah Bouktif Rachida Dssouli Ikbal Taleb Hadeel T. El Kassabi Alramzana Nujum Navaz Abdelghani Benharref
Topics: IoT and Edge/Fog Computing (25 papers)Service-Oriented Architecture and Web Services (22 papers)Privacy-Preserving Technologies in Data (16 papers)
Cited by: Health Informatics Information Systems Management Science and Operations Research
Journals: Scientific Reports Expert Systems with Applications IEEE Access
Partner nations: United Arab Emirates Canada Australia

In The Last Decade

Mohamed Adel Serhani

126 papers receiving 3.0k 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.

Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †

2018 646 citations Mohamed Adel Serhani et al. profile →
ECG Monitoring Systems: Review, Architecture, Processes, and Key Challenges

2020 210 citations Mohamed Adel Serhani, Hadeel T. El Kassabi et al. Sensors profile →
Performance Evaluation of Deep CNN-Based Crack Detection and Localization Techniques for Concrete Structures

2021 195 citations Mohamed Adel Serhani et al. Sensors profile →
Federated Learning in Edge Computing: A Systematic Survey

2022 186 citations Mohamed Adel Serhani et al. Sensors profile →

Peers

Countries citing papers authored by Mohamed Adel Serhani

Since Specialization

Citations

This map shows the geographic impact of Mohamed Adel Serhani'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 Mohamed Adel Serhani with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mohamed Adel Serhani more than expected).

Fields of papers citing papers by Mohamed Adel Serhani

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mohamed Adel Serhani. 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 Mohamed Adel Serhani. The network helps show where Mohamed Adel Serhani may publish in the future.

Co-authorship network of co-authors of Mohamed Adel Serhani

This figure shows the co-authorship network connecting the top 25 collaborators of Mohamed Adel Serhani. A scholar is included among the top collaborators of Mohamed Adel Serhani 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 Mohamed Adel Serhani. Mohamed Adel Serhani 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

#	Work	Indexed citations
1	Empowering Security Operation Center With Artificial Intelligence and Machine Learning—A Systematic Literature Review 2025 ·IEEE Access ·(unknown),Ezedin Barka,Mohamed Adel Serhani,Farag Sallabi,Khaled Shuaib,(unknown)	4
2	Advanced Techniques for Alert Management in Security Information and Event Management Systems With Ensembled Deep Learning, Hybrid Optimization, and Multi-Feature Extraction 2025 ·IEEE Open Journal of the Communications Society ·(unknown),Ezedin Barka,Mohamed Adel Serhani,Farag Sallabi,Khaled Shuaib,(unknown)	0
3	Optimized edge-cloud task offloading for WBANs: A hierarchical deep-reinforcement-learning approach 2025 ·Computer Networks ·(unknown),Farag Sallabi,Abdulmalik Alwarafy,Ezedin Barka,Mohamed Adel Serhani,Khaled Shuaib,(unknown)	0
4	Reinforcement Learning With Deep Features: A Dynamic Approach for Intrusion Detection in IoT Networks 2025 ·IEEE Access ·(unknown),Ezedin Barka,Mohamed Adel Serhani,Farag Sallabi,Khaled Shuaib,(unknown)	2
5	Blockchain-Powered Secure and Scalable Threat Intelligence System With Graph Convolutional Autoencoder and Reinforcement Learning Feedback Loop 2025 ·IEEE Access ·(unknown),Ezedin Barka,Mohamed Adel Serhani,Farag Sallabi,Khaled Shuaib,(unknown)	1
6	A multi-criteria decision analysis framework for evaluating deep learning models in healthcare research 2024 ·Decision Analytics Journal ·Nidal Drissi,Hadeel T. El Kassabi,Mohamed Adel Serhani	2
7	Empowering Healthcare With Cyber-Physical System—A Systematic Literature Review 2024 ·IEEE Access ·(unknown),Farag Sallabi,Mohamed Adel Serhani,Ezedin Barka,Khaled Shuaib,Asadullah Tariq,(unknown)	8
8	Predictive performance of machine learning compared to statistical methods in time-to-event analysis of cardiovascular disease: a systematic review protocol 2024 ·BMJ Open ·(unknown),Mohammad Mehedy Masud,Mohamed Adel Serhani,(unknown),Abderrahim Oulhaj	1
9	RL-ECGNet: resource-aware multi-class detection of arrhythmia through reinforcement learning 2023 ·Applied Intelligence ·Heba Ismail,Mohamed Adel Serhani,(unknown),Mourad Elhadef	7
10	Resource-Aware Federated Hybrid Profiling for Edge Node Selection in Federated Patient Similarity Network 2023 ·Applied Sciences ·Alramzana Nujum Navaz,Hadeel T. El Kassabi,Mohamed Adel Serhani,Ezedin Barka	1
11	Integrating Deep Learning and Ant Colony Optimization for Improved Shortest Route Problem Solving 2023 ·Ayad Turky,Abir Hussain,Anissa M. Bettayeb,Mohamed Adel Serhani	1
12	Empowering Patient Similarity Networks through Innovative Data-Quality-Aware Federated Profiling 2023 ·Sensors ·Alramzana Nujum Navaz,Mohamed Adel Serhani,Hadeel T. El Kassabi,Ikbal Taleb	0
13	A Secure and Scalable Peer-to-Peer Federated Learning Approach for Handling Veracity in Big Data 2023 ·(unknown),Asadullah Tariq,Mohamed Adel Serhani	1
14	How to Make IoT Sensitive to Privacy? An Approach Based on ODRL and Illustrated With WoT TD 2023 ·Zakaria Maamar,(unknown),(unknown),Mohamed Adel Serhani,Minglin Li,(unknown),(unknown),(unknown)	1
15	A Novel Patient Similarity Network (PSN) Framework Based on Multi-Model Deep Learning for Precision Medicine 2022 ·Journal of Personalized Medicine ·Alramzana Nujum Navaz,Hadeel T. El Kassabi,Mohamed Adel Serhani,Abderrahim Oulhaj,(unknown)	9
16	Federated Quality Profiling: A quality evaluation of patient monitoring at the Edge 2022 ·2022 International Wireless Communications and Mobile Computing (IWCMC) ·Alramzana Nujum Navaz,Mohamed Adel Serhani,Hadeel T. El Kassabi	1
17	Trends, Technologies, and Key Challenges in Smart and Connected Healthcare 2021 ·IEEE Access ·Alramzana Nujum Navaz,Mohamed Adel Serhani,Hadeel T. El Kassabi,Nabeel Al-Qirim,Heba Ismail	44
18	ECG Monitoring Systems: Review, Architecture, Processes, and Key Challengesbreakdown → 2020 ·Sensors ·Mohamed Adel Serhani,Hadeel T. El Kassabi,Heba Ismail,Alramzana Nujum Navaz	210
19	Trust enforcement through self-adapting cloud workflow orchestration 2019 ·Future Generation Computer Systems ·Hadeel T. El Kassabi,Mohamed Adel Serhani,Rachida Dssouli,Alramzana Nujum Navaz	10
20	Towards an efficient and Energy-Aware mobile big health data architecture 2018 ·Computer Methods and Programs in Biomedicine ·Alramzana Nujum Navaz,Mohamed Adel Serhani,Nabeel Al-Qirim,(unknown)	12

About Mohamed Adel Serhani

Mohamed Adel Serhani is a scholar working on Computer Networks and Communications, Information Systems and Information Systems and Management, having authored 141 papers that have together received 3.2k indexed citations. Recurring topics across this work include IoT and Edge/Fog Computing (25 papers), Service-Oriented Architecture and Web Services (22 papers) and Privacy-Preserving Technologies in Data (16 papers). The work is most often cited by research in Health Informatics (57 citations), Information Systems (709 citations) and Management Science and Operations Research (390 citations). Mohamed Adel Serhani has collaborated with scholars based in United Arab Emirates, Canada and Australia. Frequent co-authors include Ali Fiaz, Ali Ouni, Salah Bouktif, Rachida Dssouli, Ikbal Taleb, Hadeel T. El Kassabi, Alramzana Nujum Navaz, Abdelghani Benharref, Mohammad Hayajneh and Heba Ismail. Their work appears in journals such as Scientific Reports, Expert Systems with Applications and IEEE Access.

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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