| 2025 | ICTAI | OSMAC: A Dynamic SMAC for Data Streams. | mile Royer, Maroua Bahri, Nikolaos Georgantas |
| 2025 | KDD | Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data Streams. | Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri |
| 2025 | PAKDD | Auto-Reg: A Dynamic AutoML Framework for Streaming Regression. | Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri |
| 2025 | PRICAI | AutoSAD: An Adaptive Framework for Streaming Anomaly Detection. | Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri |
| 2025 | SAC | ASML-REG: Automated Machine Learning for Data Stream Regression. | Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri |
| 2022 | AICCSA | STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. | Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, Jos Manuel Navarro, Dario Rossi, Mauro Sozio |
| 2022 | DSAA | AutoAD: an Automated Framework for Unsupervised Anomaly Detectio. | Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio |
| 2022 | PAKDD | Evolution-Based Online Automated Machine Learning. | Cedric Kulbach, Jacob Montiel, Maroua Bahri, Marco Heyden, Albert Bifet |
| 2021 | DIS | Incremental k-Nearest Neighbors Using Reservoir Sampling for Data Streams. | Maroua Bahri, Albert Bifet |
| 2020 | ECAI | Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams. | Maroua Bahri, Albert Bifet, Silviu Maniu, Rodrigo Fernandes de Mello, Nikolaos Tziortziotis |
| 2020 | IJCAI | Survey on Feature Transformation Techniques for Data Streams. | Maroua Bahri, Albert Bifet, Silviu Maniu, Heitor Murilo Gomes |
| 2020 | IJCNN | CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification. | Maroua Bahri, Heitor Murilo Gomes, Albert Bifet, Silviu Maniu |
| 2020 | IDA | Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams. | Maroua Bahri, Bernhard Pfahringer, Albert Bifet, Silviu Maniu |
| 2016 | AICCSA | Clustering data stream under a belief function framework. | Maroua Bahri, Zied Elouedi |