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Albert Bifet
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Publications
- 2021
- [j45]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. Fundam. Informaticae 182(3): 219-242 (2021) - [j42]Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet:
River: machine learning for streaming data in Python. J. Mach. Learn. Res. 22: 110:1-110:8 (2021) - 2020
- [j36]Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet, Meriem Bouzbila:
Sampling informative patterns from large single networks. Future Gener. Comput. Syst. 106: 653-658 (2020) - [c96]Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet:
Adaptive XGBoost for Evolving Data Streams. IJCNN 2020: 1-8 - [i22]Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet:
Adaptive XGBoost for Evolving Data Streams. CoRR abs/2005.07353 (2020) - [i16]Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet:
River: machine learning for streaming data in Python. CoRR abs/2012.04740 (2020) - 2019
- [j24]Heitor Murilo Gomes, Albert Bifet, Jesse Read, Jean Paul Barddal, Fabrício Enembreck, Bernhard Pfahringer, Geoff Holmes, Talel Abdessalem:
Correction to: Adaptive random forests for evolving data stream classification. Mach. Learn. 108(10): 1877-1878 (2019) - [c88]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
Adaptive Algorithms for Estimating Betweenness and k-path Centralities. CIKM 2019: 1231-1240 - [c87]Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet:
Metropolis-Hastings Algorithms for Estimating Betweenness Centrality. EDBT 2019: 686-689 - 2018
- [j22]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
Discriminative Distance-Based Network Indices with Application to Link Prediction. Comput. J. 61(7): 998-1014 (2018) - [j20]Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem:
Scikit-Multiflow: A Multi-output Streaming Framework. J. Mach. Learn. Res. 19: 72:1-72:5 (2018) - [c77]Jacob Montiel, Albert Bifet, Viktor Losing, Jesse Read, Talel Abdessalem:
Learning Fast and Slow: A Unified Batch/Stream Framework. IEEE BigData 2018: 1065-1072 - [c76]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
An In-depth Comparison of Group Betweenness Centrality Estimation Algorithms. IEEE BigData 2018: 2104-2113 - [c75]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
DyBED: An Efficient Algorithm for Updating Betweenness Centrality in Directed Dynamic Graphs. IEEE BigData 2018: 2114-2123 - [c69]Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem:
Scalable Model-Based Cascaded Imputation of Missing Data. PAKDD (3) 2018: 64-76 - [c68]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. PAKDD (3) 2018: 752-764 - [i9]Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem:
Scikit-Multiflow: A Multi-output Streaming Framework. CoRR abs/1807.04662 (2018) - [i8]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
Novel Adaptive Algorithms for Estimating Betweenness, Coverage and k-path Centralities. CoRR abs/1810.10094 (2018) - 2017
- [j17]Heitor Murilo Gomes, Albert Bifet, Jesse Read, Jean Paul Barddal, Fabrício Enembreck, Bernhard Pfahringer, Geoff Holmes, Talel Abdessalem:
Adaptive random forests for evolving data stream classification. Mach. Learn. 106(9-10): 1469-1495 (2017) - [c65]Jacob Montiel, Albert Bifet, Talel Abdessalem:
Predicting over-indebtedness on batch and streaming data. IEEE BigData 2017: 1504-1513 - [i7]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
Discriminative Distance-Based Network Indices and the Tiny-World Property. CoRR abs/1703.06227 (2017) - [i6]Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet:
Metropolis-Hastings Algorithms for Estimating Betweenness Centrality in Large Networks. CoRR abs/1704.07351 (2017) - [i5]Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem:
Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. CoRR abs/1708.08739 (2017) - 2016
- [c60]Diego Marron, Jesse Read, Albert Bifet, Talel Abdessalem, Eduard Ayguadé, José R. Herrero:
Echo State Hoeffding Tree Learning. ACML 2016: 382-397
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