Maroua Bahri

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

8h-index388citations29works0.72yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Data Stream Mining Techniques(24), Anomaly Detection Techniques and Applications(13), Machine Learning and Data Classification(13), Time Series Analysis and Forecasting(6), Network Security and Intrusion Detection(4)

Publications28 total

OSMAC: A Dynamic SMAC for Data Streams
2025Open Access
Machine Learning for Data Streams with CapyMOA
Lecture notes in computer science·2025
Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data Streams
2025· 1 citedOpen Access
A decentralised architecture for secure exchange of assets in data spaces: The case of SEDIMARK
Data in Brief·2025· 2 citedOpen Access
ASML-REG: Automated Machine Learning for Data Stream Regression
2025· 2 cited
CapyMOA: Efficient Machine Learning for Data Streams in Python
ArXiv.org·2025Open Access
Auto-Reg: A Dynamic AutoML Framework for Streaming Regression
Lecture notes in computer science·2025
ASML: A Scalable and Efficient AutoML Solution for Data Streams
SPIRE - Sciences Po Institutional REpository·2024· 1 citedOpen Access
AutoClass: AutoML for Data Stream Classification
2023· 4 cited
Effective Weighted k-Nearest Neighbors for Dynamic Data Streams
2022 IEEE International Conference on Big Data (Big Data)·2022· 2 cited
Effective Weighted k-Nearest Neighbors for Dynamic Data Streams
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
STREAMRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams
HAL (Le Centre pour la Communication Scientifique Directe)·2022
STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams
2022· 3 cited
AutoAD: an Automated Framework for Unsupervised Anomaly Detection
2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)·2022
AutoML: state of the art with a focus on anomaly detection, challenges, and research directions
International Journal of Data Science and Analytics·2022· 117 cited
Evolution-Based Online Automated Machine Learning
Lecture notes in computer science·2022· 9 citedOpen Access
Data stream analysis: Foundations, major tasks and tools
Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery·2021· 113 cited
Anomalies Detection Using Isolation in Concept-Drifting Data Streams
Computers·2021· 56 citedOpen Access
Incremental k-Nearest Neighbors Using Reservoir Sampling for Data Streams
Lecture notes in computer science·2021· 5 cited
AutoML for Stream k-Nearest Neighbors Classification
2020· 7 cited
page 1 of 2Next →

Frequent Co-authors

Albert Bifet(15), Bernhard Pfahringer(8), Silviu Maniu(6), Heitor Murilo Gomes(5), Andrian Putina(4), Mauro Sozio(4), Marco Heyden(4), Nilesh Verma(4), Flavia Salutari(2), João Gama(2), Nikolaos Georgantas(2), Stefan Nesic(2), Dario Rossi(2), Anton Lee(2), Guilherme Weigert Cassales(2), Maurras Ulbricht Togbe(1), Yousra Chabchoub(1), Aliou Boly(1), Mariam Barry(1), Raja Chiky(1)