| IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks GW Cassales, H Senger, ER de Faria, A Bifet 2019 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2019 | 21 | 2019 |
| Improving the performance of Apache Hadoop on pervasive environments through context-aware scheduling G W Cassales, A Schwertner Charão, M Kirsch-Pinheiro, C Souveyet, ... Journal of Ambient Intelligence and Humanized Computing 7 (3), 333-345, 2016 | 18 | 2016 |
| Improving the performance of bagging ensembles for data streams through mini-batching G Cassales, H Gomes, A Bifet, B Pfahringer, H Senger Information Sciences 580, 260-282, 2021 | 15 | 2021 |
| Context-aware scheduling for apache hadoop over pervasive environments GW Cassales, AS Charão, MK Pinheiro, C Souveyet, LA Steffenel Procedia Computer Science 52, 202-209, 2015 | 15 | 2015 |
| Mapreduce challenges on pervasive grids LA Steffenel, O Flauzac, AS Charão, PP Barcelos, B Stein, GW Cassales, ... Journal of Computer Science 10 (11), 2194-2210, 2014 | 13 | 2014 |
| Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching G Cassales, H Gomes, A Bifet, B Pfahringer, H Senger 2020 IEEE 22nd International Conference on High Performance Computing and …, 2020 | 12 | 2020 |
| Balancing performance and energy consumption of bagging ensembles for the classification of data streams in edge computing G Cassales, HM Gomes, A Bifet, B Pfahringer, H Senger IEEE Transactions on Network and Service Management 20 (3), 3038-3054, 2022 | 9 | 2022 |
| Bringing context to apache hadoop G Cassales, A Charao, M Kirsch-Pinheiro, C Souveyet, L Steffenel 8th International Conference on Mobile Ubiquitous Computing, Rome, Italy, 2014 | 6 | 2014 |
| Time-evolving data science and artificial intelligence for Advanced Open Environmental Science (TAIAO) programme YS Koh, A Bifet, KR Bryan, G Cassales, O Graffeuille, NJS Lim, P Mourot, ... International Joint Conferences on Artificial Intelligence (IJCAI), 2024 | 1 | 2024 |
| Forest Flows: Discovering Key Forest Hydrological Processes with the Integration of Multiple Terrestrial and Remote Sensing Technologies D Meason, S Salekin, P Lad, J Owens, Y Zhang, G Villamor, A Wade, ... ASA, CSSA, SSSA International Annual Meeting, 2022 | 1 | 2022 |
| Online Isolation Forest F Leveni, GW Cassales, B Pfahringer, A Bifet, G Boracchi | 1 | |
| A comparative study of four deep learning algorithms for predicting tree stem radius measured by dendrometer: A case study G Cassales, S Salekin, N Lim, D Meason, A Bifet, B Pfahringer, E Frank Ecological Informatics 86, 103014, 2025 | | 2025 |
| CapyMOA: Efficient Machine Learning for Data Streams in Python HM Gomes, A Lee, N Gunasekara, Y Sun, GW Cassales, J Liu, M Heyden, ... arXiv preprint arXiv:2502.07432, 2025 | | 2025 |
| Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge R Luna, G Cassales, B Pfahringer, A Bifet, HM Gomes, H Senger Proceedings of the 21st ACM International Conference on Computing Frontiers …, 2024 | | 2024 |
| Online Isolation Forest GB Filippo Leveni, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet International Conference on Machine Learning 235, 27288 -- 27298, 2024 | | 2024 |
| Improving Performance and Energy Efficiency of the Classification of Data Streams on Edge Computing R Luna, G Cassales, H Senger Anais da XIV Escola Regional de Alto Desempenho de São Paulo, 1-4, 2023 | | 2023 |
| Forest Flows–Data Fusion of Remote Sensing and Real Time Terrestrial Data for Identifying and Quantifying the Drivers of Forest Hydrological Processes across Different Scales D Meason, S Salekin, P Lad, J Owens, Y Zhang, A Wade, B Dudley, ... AGU Fall Meeting Abstracts 2022, H25K-1241, 2022 | | 2022 |
| Improving data locality of bagging ensembles for data streams through mini-batching G Cassales Universidade Federal de São Carlos, 2021 | | 2021 |
| Distributed Novelty Detection at the Edge for IoT Network Security L Puhl, GW Cassales, HC Guardia, H Senger Computational Science and Its Applications–ICCSA 2021: 21st International …, 2021 | | 2021 |
| Detecção de anomalia através da mineração de fluxos contínuos de dados G Cassales, H Senger Workshop de Segurança Cibernética em Dispositivos Conectados (WSCDC), 2018 | | 2018 |
Albert BifetTélécom ParisTech & University of Waikatoبريد إلكتروني تم التحقق منه على telecom-paristech.fr
