Mohammed Berrada

6.4k total citations · 1 hit paper
48 papers, 3.6k citations indexed

About

Mohammed Berrada is a scholar working on Information Systems, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Mohammed Berrada has authored 48 papers receiving a total of 3.6k indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Information Systems, 17 papers in Artificial Intelligence and 13 papers in Control and Systems Engineering. Recurrent topics in Mohammed Berrada's work include Service-Oriented Architecture and Web Services (11 papers), Business Process Modeling and Analysis (8 papers) and Vehicle Dynamics and Control Systems (6 papers). Mohammed Berrada is often cited by papers focused on Service-Oriented Architecture and Web Services (11 papers), Business Process Modeling and Analysis (8 papers) and Vehicle Dynamics and Control Systems (6 papers). Mohammed Berrada collaborates with scholars based in Morocco, Canada and Lithuania. Mohammed Berrada's co-authors include Amina Adadi, Kathryn E. Stecke, El Mehdi Mellouli, Vidas Žuraulis, Bouchaïb Bounabat, Zouhayr Souirti, Saı̈d Boujraf, Ismail Boumhidi, Mohamed Benslimane and Peter Radziszewski and has published in prestigious journals such as SHILAP Revista de lepidopterología, Management Science and Scientific Reports.

In The Last Decade

Mohammed Berrada

42 papers receiving 3.4k 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.

Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

2018 3.1k citations Amina Adadi, Mohammed Berrada IEEE Access profile →

Peers

Mohammed Berrada

AI

HI

SR

CVPR

IS

Amina Adadi Morocco

Riccardo Guidotti Italy

Alberto Barbado Spain

Adrien Bennetot France

Anna Monreale Italy

Richard Benjamins Spain

Simone Stumpf United Kingdom

Franco Turini Italy

David Gunning United States

Jennifer Wortman Vaughan United States

Amina Adadi Morocco

Mohammed Berrada

2.1k ×1.0

AI

448 ×1.1

HI

416 ×1.0

SR

314 ×1.0

CVPR

276 ×1.0

IS

Citations per year, relative to Mohammed Berrada Mohammed Berrada (= 1×) peers Amina Adadi

Countries citing papers authored by Mohammed Berrada

Since Specialization

Citations

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

Fields of papers citing papers by Mohammed Berrada

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mohammed Berrada. 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 Mohammed Berrada. The network helps show where Mohammed Berrada may publish in the future.

Co-authorship network of co-authors of Mohammed Berrada

This figure shows the co-authorship network connecting the top 25 collaborators of Mohammed Berrada. A scholar is included among the top collaborators of Mohammed Berrada 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 Mohammed Berrada. Mohammed Berrada 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

1.

Adadi, Amina, et al.. (2025). An Attention Mechanism-Based Interpretable Model for Epileptic Seizure Detection and Localization With Self-Supervised Pre-Training. IEEE Access. 13. 60213–60232. 1 indexed citations

2.

Adadi, Amina, et al.. (2024). An explainable hybrid DNN model for seizure vs. Non-seizure classification and seizure localization using multi-dimensional EEG signals. Biomedical Signal Processing and Control. 95. 106322–106322. 10 indexed citations

3.

Berrada, Mohammed, et al.. (2023). Web service discovery approach: application in e-healing domain. Indonesian Journal of Electrical Engineering and Computer Science. 30(1). 557–557. 2 indexed citations

4.

Mellouli, El Mehdi, et al.. (2023). A novel robust adaptive neuro-sliding mode steering controller for autonomous ground vehicles. Robotics and Autonomous Systems. 170. 104557–104557. 12 indexed citations

5.

Berrada, Mohammed, et al.. (2023). Enhancing Learning Object Analysis through Fuzzy C-Means Clustering and Web Mining Methods. Emerging Science Journal. 7(3). 799–807. 8 indexed citations

6.

Mellouli, El Mehdi, et al.. (2022). Vehicle Adaptive Cruise Controller Based on an Optimal Super-twisting Sliding Mode Control. 160–165. 2 indexed citations

7.

Mellouli, El Mehdi, et al.. (2022). A Robust Intelligent Controller for Autonomous Ground Vehicle Longitudinal Dynamics. Applied Sciences. 13(1). 501–501. 5 indexed citations

8.

Halim, Mohamed Abdel, et al.. (2022). Proposition of Web Services Discovery and Composition Approach: Application in E-learning Platform. International Journal of Emerging Technology and Advanced Engineering. 12(9). 49–62. 2 indexed citations

9.

Mellouli, El Mehdi, et al.. (2020). Neural Network Based Sliding Mode Lateral Control For Autonomous Vehicle. 1–6. 13 indexed citations

10.

Berrada, Mohammed, et al.. (2019). CMT 2019 Cover Page. c1–c1.

11.

Adadi, Amina, et al.. (2019). Gastroenterology Meets Machine Learning: Status Quo and Quo Vadis. SHILAP Revista de lepidopterología. 2019. 1–24. 12 indexed citations

12.

Benslimane, Mohamed, et al.. (2019). Implemented and Tested Conception Proposal of Adaptation Model for Adaptive Hypermedia. International Journal of Emerging Technologies in Learning (iJET). 14(2). 16–16. 5 indexed citations

13.

Berrada, Mohammed, et al.. (2019). AWSCPM: A Framework For Automation Of Web Services Composition Processes. 1–4. 1 indexed citations

14.

Adadi, Amina & Mohammed Berrada. (2018). Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI). IEEE Access. 6. 52138–52160. 3148 indexed citations breakdown →

15.

Adadi, Amina, et al.. (2014). A Multi-Agent Planning Architecture for Semantic Web Service Composition. International Review on Computers and Software (IRECOS). 9(2). 347–354. 2 indexed citations

16.

Berrada, Mohammed, et al.. (2014). Multi-Agent Architecture for Business Modeling of Web Services Composition Based on WS2JADE Framework. International Review on Computers and Software (IRECOS). 9(10). 1667–1667. 2 indexed citations

17.

Berrada, Mohammed, et al.. (2007). Process Management Oriented Qualitative Verification for Multi-Agents Reactive Decisional Systems. Americanae (AECID Library). 1 indexed citations

18.

Wamkeue, R., et al.. (2004). Equivalent circuit based current-controlled state model of synchronous machine. 3. 1483–1489. 2 indexed citations

19.

Berrada, Mohammed, et al.. (2002). A methodology in complex processes automation. 2. 718–723.

20.

Berrada, Mohammed, et al.. (1995). Real-Time Numerical Control Of Multivariable Systems Using The Reference Model, Part 2: Controllers And Simulation Results. International Journal of Modelling and Simulation. 15(2). 79–83. 1 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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