Ismaïl Berrada

929 total citations
62 papers, 501 citations indexed

About

Ismaïl Berrada is a scholar working on Artificial Intelligence, Computer Networks and Communications and Computer Vision and Pattern Recognition. According to data from OpenAlex, Ismaïl Berrada has authored 62 papers receiving a total of 501 indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Artificial Intelligence, 14 papers in Computer Networks and Communications and 11 papers in Computer Vision and Pattern Recognition. Recurrent topics in Ismaïl Berrada's work include Topic Modeling (14 papers), Natural Language Processing Techniques (14 papers) and Autonomous Vehicle Technology and Safety (9 papers). Ismaïl Berrada is often cited by papers focused on Topic Modeling (14 papers), Natural Language Processing Techniques (14 papers) and Autonomous Vehicle Technology and Safety (9 papers). Ismaïl Berrada collaborates with scholars based in Morocco, Canada and France. Ismaïl Berrada's co-authors include Abdelkader El Mahdaouy, Mounir Ghogho, Ahmed Khoumsi, Rachid Oucheikh, Guevara Noubir, François Bourzeix, Abdellatif Kobbane, Mohammed Al Achhab, Ahmed El Ouadrhiri and Jalel Ben‐Othman and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and IEEE Access.

In The Last Decade

Ismaïl Berrada

58 papers receiving 476 citations

Peers

Ismaïl Berrada

CVPR

CNC

Poj Tangamchit Thailand

Byung Il Kwak South Korea

Hengrun Zhang China

Judith Nkechinyere Njoku South Korea

Gorkem Kar United States

Bilal Kartal United States

Ankit Shah United States

Zhidan Liu China

Yu-Ling Hsueh Taiwan

Hamilton Turner United States

Poj Tangamchit Thailand

Ismaïl Berrada

94 ×0.4

95 ×0.7

78 ×0.7

CVPR

35 ×0.3

CNC

65 ×1.0

Citations per year, relative to Ismaïl Berrada Ismaïl Berrada (= 1×) peers Poj Tangamchit

Countries citing papers authored by Ismaïl Berrada

Since Specialization

Citations

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

Fields of papers citing papers by Ismaïl Berrada

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ismaïl Berrada

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

Berrada, Ismaïl, et al.. (2025). Unlocking the power of transfer learning with Ad-Dabit-Al-Lughawi: A token classification approach for enhanced Arabic Text Diacritization. Expert Systems with Applications. 269. 126166–126166. 1 indexed citations

Berrada, Ismaïl, et al.. (2025). Towards Automating Domain-Specific Data Generation for Text-to-SQL: A Comprehensive Approach. ACM Transactions on Software Engineering and Methodology. 35(4). 1–27.

Mahdaouy, Abdelkader El, et al.. (2024). Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats. Future Generation Computer Systems. 166. 107641–107641.

Khalilia, Mohammed, et al.. (2024). AraFinNLP 2024: The First Arabic Financial NLP Shared Task. 393–402. 2 indexed citations

Berrada, Ismaïl, et al.. (2024). Lightweight Federated Learning for Efficient Network Intrusion Detection. IEEE Access. 12. 172027–172045. 3 indexed citations

Berrada, Ismaïl, et al.. (2024). Autism Spectrum Disorder Detection with Quantum Machine Learning Methods. 1–6. 1 indexed citations

Mahdaouy, Abdelkader El, et al.. (2023). Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems. Expert Systems with Applications. 234. 121000–121000. 78 indexed citations

Mahdaouy, Abdelkader El, et al.. (2023). UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences. 856–861. 2 indexed citations

Mahdaouy, Abdelkader El, et al.. (2023). UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism. Open Repository and Bibliography (University of Luxembourg). 644–650. 1 indexed citations

10.

Mahdaouy, Abdelkader El, et al.. (2023). UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis. Open Repository and Bibliography (University of Luxembourg). 1004–1010. 1 indexed citations

11.

Mahdaouy, Abdelkader El, et al.. (2023). Investigating Domain Adaptation for Network Intrusion Detection. 1–7. 1 indexed citations

12.

Mahdaouy, Abdelkader El, et al.. (2023). UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic. 558–564. 1 indexed citations

13.

Mahdaouy, Abdelkader El, et al.. (2023). DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension. Journal of King Saud University - Computer and Information Sciences. 35(8). 101709–101709. 5 indexed citations

14.

Mahdaouy, Abdelkader El, et al.. (2022). CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic. 844–850. 7 indexed citations

15.

Berrada, Ismaïl, et al.. (2022). NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning. IEEE Access. 10. 124766–124776. 3 indexed citations

16.

Berrada, Ismaïl, et al.. (2021). One Step Further Towards Real-Time Driving Maneuver Recognition Using Phone Sensors. IEEE Transactions on Intelligent Transportation Systems. 22(10). 6599–6611. 10 indexed citations

17.

Oucheikh, Rachid, et al.. (2018). Advanced Driving Behavior Analytics for an Improved Safety Assessment and Driver Fingerprinting. IEEE Transactions on Intelligent Transportation Systems. 20(6). 2171–2184. 22 indexed citations

18.

Berrada, Ismaïl, et al.. (2017). Traffic sign recognition using convolutional neural networks. 1–6. 21 indexed citations

19.

Berrada, Ismaïl, et al.. (2016). Coalitional game‐based behavior analysis for spectrum access in cognitive radios. Wireless Communications and Mobile Computing. 16(14). 1910–1921. 7 indexed citations

20.

Berrada, Ismaïl, et al.. (2014). A formal model of human driving behavior in vehicular networks. 231–236. 5 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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