Clustering data stream under a belief function framework. - Maroua Bahri; Zied Elouedi (AICCSA, 2016)

A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams. - Maroua Bahri; Silviu Maniu; Albert Bifet (IEEE BigData, 2018)

AutoML for Stream k-Nearest Neighbors Classification. - Maroua Bahri; Bruno Veloso; Albert Bifet; João Gama 001 (IEEE BigData, 2020)

Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams. - Maroua Bahri; Albert Bifet; Silviu Maniu; Rodrigo Fernandes de Mello; Nikolaos Tziortziotis (ECAI, 2020)

Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams. - Maroua Bahri; Bernhard Pfahringer; Albert Bifet; Silviu Maniu (IDA, 2020)

Survey on Feature Transformation Techniques for Data Streams. - Maroua Bahri; Albert Bifet; Silviu Maniu; Heitor Murilo Gomes (IJCAI, 2020)

CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification. - Maroua Bahri; Heitor Murilo Gomes; Albert Bifet; Silviu Maniu (IJCNN, 2020)

Improving IoT data stream analytics using summarization techniques. (Amélioration de l'analyse des flux de données IoT à l'aide de techniques de réduction de données). - Maroua Bahri (2020)

Incremental k-Nearest Neighbors Using Reservoir Sampling for Data Streams. - Maroua Bahri; Albert Bifet (DS, 2021)

Anomalies Detection Using Isolation in Concept-Drifting Data Streams. - Maurras Ulbricht Togbe; Yousra Chabchoub; Aliou Boly; Mariam Barry; Raja Chiky; Maroua Bahri (Comput., 2021)

Data stream analysis: Foundations, major tasks and tools. - Maroua Bahri; Albert Bifet; João Gama 001; Heitor Murilo Gomes; Silviu Maniu (WIREs Data Mining Knowl. Discov., 2021)

STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. - Stefan Nesic; Andrian Putina; Maroua Bahri; Alexis Huet; José Manuel Navarro; Dario Rossi 001; Mauro Sozio (AICCSA, 2022)

Effective Weighted k-Nearest Neighbors for Dynamic Data Streams. - Maroua Bahri (IEEE Big Data, 2022)

AutoAD: an Automated Framework for Unsupervised Anomaly Detectio. - Andrian Putina; Maroua Bahri; Flavia Salutari; Mauro Sozio (DSAA, 2022)

Evolution-Based Online Automated Machine Learning. - Cedric Kulbach; Jacob Montiel; Maroua Bahri; Marco Heyden; Albert Bifet (PAKDD (1), 2022)

AutoML: state of the art with a focus on anomaly detection, challenges, and research directions. - Maroua Bahri; Flavia Salutari; Andrian Putina; Mauro Sozio (Int. J. Data Sci. Anal., 2022)

AutoClass: AutoML for Data Stream Classification. - Maroua Bahri; Nikolaos Georgantas (IEEE Big Data, 2023)

ASML: A Scalable and Efficient AutoML Solution for Data Streams. - Nilesh Verma; Albert Bifet; Bernhard Pfahringer; Maroua Bahri (AutoML, 2024)

Auto-Reg: A Dynamic AutoML Framework for Streaming Regression. - Nilesh Verma; Albert Bifet; Bernhard Pfahringer; Maroua Bahri (PAKDD (4), 2025)

ASML-REG: Automated Machine Learning for Data Stream Regression. - Nilesh Verma; Albert Bifet; Bernhard Pfahringer; Maroua Bahri (SAC, 2025)

CapyMOA: Efficient Machine Learning for Data Streams in Python. - Heitor Murilo Gomes; Anton Lee; Nuwan Gunasekara; Yibin Sun; Guilherme Weigert Cassales; Justin Liu; Marco Heyden; Vítor Cerqueira; Maroua Bahri; Yun Sing Koh; Bernhard Pfahringer; Albert Bifet (CoRR, 2025)