Maroua Bahri

24 papers A* 1A 1B 7C 2Misc 1Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2025 Misc conf
ASML-REG: Automated Machine Learning for Data Stream Regression.
SAC
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri
2025 — conf
Auto-Reg: A Dynamic AutoML Framework for Streaming Regression.
PAKDD (4)
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri
2025 — conf
Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data Streams.
KDD (2)
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri
2025 J jnl
CapyMOA: Efficient Machine Learning for Data Streams in Python.
CoRR
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
2025 — conf
Machine Learning for Data Streams with CapyMOA.
ECML/PKDD (10)
Yibin Sun, Heitor Murilo Gomes, Anton Lee, Nuwan Gunasekara, Guilherme Weigert Cassales, Justin Liu, Marco Heyden, Vítor Cerqueira, Maroua Bahri, Yun Sing Koh, Bernhard Pfahringer, Albert Bifet
2025 B conf
OSMAC: A Dynamic SMAC for Data Streams.
ICTAI
Émile Royer, Maroua Bahri, Nikolaos Georgantas
2024 — conf
ASML: A Scalable and Efficient AutoML Solution for Data Streams.
AutoML
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri
2023 B conf
AutoClass: AutoML for Data Stream Classification.
IEEE Big Data
Maroua Bahri, Nikolaos Georgantas
2022 B conf
AutoAD: an Automated Framework for Unsupervised Anomaly Detectio.
DSAA
Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio
2022 J jnl
AutoML: state of the art with a focus on anomaly detection, challenges, and research directions.
Int. J. Data Sci. Anal.
Maroua Bahri, Flavia Salutari, Andrian Putina, Mauro Sozio
2022 B conf
Effective Weighted k-Nearest Neighbors for Dynamic Data Streams.
IEEE Big Data
Maroua Bahri
2022 — conf
Evolution-Based Online Automated Machine Learning.
PAKDD (1)
Cedric Kulbach, Jacob Montiel, Maroua Bahri, Marco Heyden, Albert Bifet
2022 C conf
STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams.
AICCSA
Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio
2021 J jnl
Anomalies Detection Using Isolation in Concept-Drifting Data Streams.
Comput.
Maurras Ulbricht Togbe, Yousra Chabchoub, Aliou Boly, Mariam Barry, Raja Chiky, Maroua Bahri
2021 J jnl
Data stream analysis: Foundations, major tasks and tools.
WIREs Data Mining Knowl. Discov.
Maroua Bahri, Albert Bifet, João Gama, Heitor Murilo Gomes, Silviu Maniu
2021 B conf
Incremental k-Nearest Neighbors Using Reservoir Sampling for Data Streams.
DS
Maroua Bahri, Albert Bifet
2020 — conf
AutoML for Stream k-Nearest Neighbors Classification.
IEEE BigData
Maroua Bahri, Bruno Veloso, Albert Bifet, João Gama
2020 B conf
CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification.
IJCNN
Maroua Bahri, Heitor Murilo Gomes, Albert Bifet, Silviu Maniu
2020 A conf
Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams.
ECAI
Maroua Bahri, Albert Bifet, Silviu Maniu, Rodrigo Fernandes de Mello, Nikolaos Tziortziotis
2020 B conf
Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams.
IDA
Maroua Bahri, Bernhard Pfahringer, Albert Bifet, Silviu Maniu
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 A* conf
Survey on Feature Transformation Techniques for Data Streams.
IJCAI
Maroua Bahri, Albert Bifet, Silviu Maniu, Heitor Murilo Gomes
2018 — conf
A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams.
IEEE BigData
Maroua Bahri, Silviu Maniu, Albert Bifet
2016 C conf
Clustering data stream under a belief function framework.
AICCSA
Maroua Bahri, Zied Elouedi