Maroua Bahri

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Anomaly Detection

Nearest Neighbor

Top Venues

WIREs Data Mining Knowl. Discov.

Publications

Maroua Bahri, Nikolaos Georgantas
AutoClass: AutoML for Data Stream Classification. BigData (2023)
Maroua Bahri, Flavia Salutari, Andrian Putina, Mauro Sozio
AutoML: state of the art with a focus on anomaly detection, challenges, and research directions. Int. J. Data Sci. Anal. 14 (2) (2022)
Maroua Bahri
Effective Weighted k-Nearest Neighbors for Dynamic Data Streams. Big Data (2022)
Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio
AutoAD: an Automated Framework for Unsupervised Anomaly Detectio. DSAA (2022)
Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio
STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. AICCSA (2022)
Cedric Kulbach, Jacob Montiel, Maroua Bahri, Marco Heyden, Albert Bifet
Evolution-Based Online Automated Machine Learning. PAKDD (1) (2022)
Maroua Bahri, Albert Bifet, João Gama, Heitor Murilo Gomes, Silviu Maniu
Data stream analysis: Foundations, major tasks and tools. WIREs Data Mining Knowl. Discov. 11 (3) (2021)
Maroua Bahri, Albert Bifet
Incremental k-Nearest Neighbors Using Reservoir Sampling for Data Streams. DS (2021)
Maurras Ulbricht Togbe, Yousra Chabchoub, Aliou Boly, Mariam Barry, Raja Chiky, Maroua Bahri
Anomalies Detection Using Isolation in Concept-Drifting Data Streams. Comput. 10 (1) (2021)
Maroua Bahri, Albert Bifet, Silviu Maniu, Rodrigo Fernandes de Mello, Nikolaos Tziortziotis
Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams. ECAI (2020)
Maroua Bahri, Heitor Murilo Gomes, Albert Bifet, Silviu Maniu
CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification. IJCNN (2020)
Maroua Bahri, Bruno Veloso, Albert Bifet, João Gama
AutoML for Stream k-Nearest Neighbors Classification. IEEE BigData (2020)
Maroua Bahri, Albert Bifet, Silviu Maniu, Heitor Murilo Gomes
Survey on Feature Transformation Techniques for Data Streams. IJCAI (2020)
Maroua Bahri, Bernhard Pfahringer, Albert Bifet, Silviu Maniu
Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams. IDA (2020)
Maroua Bahri, Silviu Maniu, Albert Bifet
A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams. IEEE BigData (2018)
Maroua Bahri, Zied Elouedi
Clustering data stream under a belief function framework. AICCSA (2016)