Data stream analysis: Foundations, major tasks and tools M Bahri, A Bifet, J Gama, HM Gomes, S Maniu Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 11 (3 …, 2021 | 91 | 2021 |
AutoML: state of the art with a focus on anomaly detection, challenges, and research directions M Bahri, F Salutari, A Putina, M Sozio International Journal of Data Science and Analytics 14 (2), 113-126, 2022 | 79 | 2022 |
Anomalies detection using isolation in concept-drifting data streams MU Togbe, Y Chabchoub, A Boly, M Barry, R Chiky, M Bahri Computers 10 (1), 13, 2021 | 44 | 2021 |
Survey on feature transformation techniques for data streams M Bahri, A Bifet, S Maniu, HM Gomes Proceedings of the Twenty-Ninth International Conference on International …, 2021 | 20 | 2021 |
A sketch-based naive bayes algorithms for evolving data streams M Bahri, S Maniu, A Bifet 2018 IEEE International Conference on Big Data (Big Data), 604-613, 2018 | 19 | 2018 |
AutoML for stream k-nearest neighbors classification M Bahri, B Veloso, A Bifet, J Gama 2020 IEEE International Conference on Big Data (Big Data), 597-602, 2020 | 12 | 2020 |
Development of GIS database for infrastructure management: Power distribution network system MA Rahman, KNA Maulud, MAS Bahri, MS Hussain, AOR Oon, S Suhatdi, ... IOP Conference Series: Earth and Environmental Science 540 (1), 012067, 2020 | 9 | 2020 |
Efficient batch-incremental classification using umap for evolving data streams M Bahri, B Pfahringer, A Bifet, S Maniu Advances in Intelligent Data Analysis XVIII: 18th International Symposium on …, 2020 | 8 | 2020 |
Evolution-based online automated machine learning C Kulbach, J Montiel, M Bahri, M Heyden, A Bifet Pacific-Asia Conference on Knowledge Discovery and Data Mining, 472-484, 2022 | 6 | 2022 |
Compressed k-nearest neighbors ensembles for evolving data streams M Bahri, S Maniu, A Bifet, RF de Mello, N Tziortziotis ECAI 2020-24th European Conference on Artificial Intelligence, 2020 | 6 | 2020 |
Development of gis database and facility management system: asset and space in ukm S Bahri, KN Abdul Maulud, MA Rahman, AO Ridzuan Oon, AI Che Ani, ... The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019 | 4 | 2019 |
Incremental k-Nearest Neighbors Using Reservoir Sampling for Data Streams M Bahri, A Bifet Discovery Science: 24th International Conference, DS 2021, Halifax, NS …, 2021 | 3 | 2021 |
CS-ARF: compressed adaptive random forests for evolving data stream classification M Bahri, HM Gomes, A Bifet, S Maniu 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 3 | 2020 |
Improving IoT data stream analytics using summarization techniques M Bahri Institut polytechnique de Paris, 2020 | 3 | 2020 |
Clustering data stream under a belief function framework M Bahri, Z Elouedi 2016 IEEE/ACS 13th International Conference of Computer Systems and …, 2016 | 3 | 2016 |
Effective Weighted k-Nearest Neighbors for Dynamic Data Streams M Bahri 2022 IEEE International Conference on Big Data (Big Data), 3341-3347, 2022 | 1 | 2022 |
AutoAD: an Automated Framework for Unsupervised Anomaly Detectio. A Putina, M Bahri, F Salutari, M Sozio 2022 IEEE 9th International Conference on Data Science and Advanced …, 2022 | 1 | 2022 |
STREAMRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams S Nesic, A Putina, M Bahri, A Huet, JM Navarro, D Rossi, M Sozio 19th ACS/IEEE International Conference on Computer Systems and Applications …, 2022 | 1 | 2022 |
AutoClass: AutoML for Data Stream Classification M Bahri, N Georgantas 2023 IEEE International Conference on Big Data (BigData), 2658-2666, 2023 | | 2023 |
Anomalies Detection Using Isolation in Concept-Drifting Data Streams. Computers 2021, 10, 13 MU Togbe, Y Chabchoub, A Boly, M Barry, R Chiky, M Bahri s Note: MDPI stays neu-tral with regard to jurisdictional clai-ms in …, 2021 | | 2021 |