Edit Profile (opens in new tab) Bifet, Albert Co-Author Distance Author ID: bifet.albert Published as: Bifet, Albert External Links: ORCID Documents Indexed: 13 Publications since 2007, including 1 Book Co-Authors: 35 Co-Authors with 12 Joint Publications 413 Co-Co-Authors all top 5 Co-Authors 1 single-authored 3 Gomes, Heitor Murilo 3 Pechenizkiy, Mykola 2 Abdessalem, Talel 2 Balcázar, José Luis 2 Halstead, Ben 2 Koh, Yun Sing 2 Lozano, Antoni 2 Pears, Russel 2 Read, Jesse 2 Riddle, Patricia J. 2 Zliobaite, Indre 1 Bolmier, Geoffrey 1 Bouchachia, Abdelhamid 1 Coulson, Guy 1 Del Ser, Javier 1 Gama, João 1 Gavaldà, Ricard 1 Grzenda, Maciej 1 Haghir Chehreghani, Mostafa 1 Halford, Max 1 Herrera, Francisco 1 Holmes, Geoffrey 1 Lobo, Jesus L. 1 Manapragada, Chaitanya 1 Mastelini, Saulo Martiello 1 Montiel, Jacob 1 Olivares, Gustavo 1 Osaba, Eneko 1 Pfahringer, Bernhard 1 Quadrana, Massimo 1 Salehi, Mahsa 1 Sourty, Raphael 1 Vaysse, Robin 1 Webb, Geoffrey I. 1 Zouitine, Adil all top 5 Serials 4 Data Mining and Knowledge Discovery 3 Machine Learning 1 ACM Computing Surveys 1 AI Communications 1 Fundamenta Informaticae 1 Journal of Machine Learning Research (JMLR) 1 Frontiers in Artificial Intelligence and Applications Fields 13 Computer science (68-XX) 3 Statistics (62-XX) 1 Combinatorics (05-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 7 Publications have been cited 81 times in 67 Documents Cited by ▼ Year ▼ A survey on concept drift adaptation. Zbl 1305.68141 Gama, João; Žliobaitė, Indrė; Bifet, Albert; Pechenizkiy, Mykola; Bouchachia, Abdelhamid 61 2014 Evaluation methods and decision theory for classification of streaming data with temporal dependence. Zbl 1311.62094 Žliobaitė, Indrė; Bifet, Albert; Read, Jesse; Pfahringer, Bernhard; Holmes, Geoff 11 2015 Mining frequent closed unordered trees through natural representations. Zbl 1213.68596 Balcázar, José L.; Bifet, Albert; Lozano, Antoni 3 2007 Adaptive stream mining: Pattern learning and mining from evolving data streams. Zbl 1204.68153 Bifet, Albert 2 2010 River: machine learning for streaming data in Python. Zbl 07370627 Montiel, Jacob; Halford, Max; Mastelini, Saulo Martiello; Bolmier, Geoffrey; Sourty, Raphael; Vaysse, Robin; Zouitine, Adil; Gomes, Heitor Murilo; Read, Jesse; Abdessalem, Talel; Bifet, Albert 2 2021 Delayed labelling evaluation for data streams. Zbl 1455.68167 Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert 1 2020 Exact and approximate algorithms for computing betweenness centrality in directed graphs. Zbl 1522.68391 Chehreghani, Mostafa Haghir; Bifet, Albert; Abdessalem, Talel 1 2021 River: machine learning for streaming data in Python. Zbl 07370627 Montiel, Jacob; Halford, Max; Mastelini, Saulo Martiello; Bolmier, Geoffrey; Sourty, Raphael; Vaysse, Robin; Zouitine, Adil; Gomes, Heitor Murilo; Read, Jesse; Abdessalem, Talel; Bifet, Albert 2 2021 Exact and approximate algorithms for computing betweenness centrality in directed graphs. Zbl 1522.68391 Chehreghani, Mostafa Haghir; Bifet, Albert; Abdessalem, Talel 1 2021 Delayed labelling evaluation for data streams. Zbl 1455.68167 Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert 1 2020 Evaluation methods and decision theory for classification of streaming data with temporal dependence. Zbl 1311.62094 Žliobaitė, Indrė; Bifet, Albert; Read, Jesse; Pfahringer, Bernhard; Holmes, Geoff 11 2015 A survey on concept drift adaptation. Zbl 1305.68141 Gama, João; Žliobaitė, Indrė; Bifet, Albert; Pechenizkiy, Mykola; Bouchachia, Abdelhamid 61 2014 Adaptive stream mining: Pattern learning and mining from evolving data streams. Zbl 1204.68153 Bifet, Albert 2 2010 Mining frequent closed unordered trees through natural representations. Zbl 1213.68596 Balcázar, José L.; Bifet, Albert; Lozano, Antoni 3 2007 all cited Publications top 5 cited Publications all top 5 Cited by 206 Authors 6 Bifet, Albert 4 Del Ser, Javier 3 Krawczyk, Bartosz 3 Lobo, Jesus L. 2 Bobrov, E. A. 2 Cano, Alberto 2 Haghir Chehreghani, Mostafa 2 Halstead, Ben 2 Herrera, Francisco 2 Jaworski, Maciej 2 Koh, Yun Sing 2 Lughofer, Edwin 2 Pears, Russel 2 Pechenizkiy, Mykola 2 Pratama, Mahardhika 2 Riddle, Patricia J. 2 Zhao, Peng 2 Zhou, Zhihua 2 Zliobaite, Indre 1 Abdessalem, Talel 1 Abraham, Zubin 1 Ali, Waqar 1 Anavatti, Sreenatha Gopalarao 1 Angelov, Plamen Parvanov 1 Austin, Edward 1 Balcázar, José Luis 1 Balle, Borja 1 Batista, Gustavo E. A. P. A. 1 Bernardo, Alessio 1 Bilbao, Miren Nekane 1 Blondé, Lionel 1 Borges, João B. 1 Brahmi, Zaki 1 Bruynooghe, Maurice 1 Bucarey, Victor 1 Cai, Le-Wen 1 Cai, Tony Tony 1 Caminhas, Walmir M. 1 Canoy, Rocsildes 1 Cao, Hong 1 Cao, Longbing 1 Casanova-Mateo, C. 1 Casillas-Perez, David 1 Castro, Jorge E. 1 Celik, Bilge 1 Cerqueira, Vitor 1 Chechik, Gal 1 Chen, Hong 1 Coulson, Guy 1 Cuadra, Lucas 1 de Campos, Mário Cesar M. M. 1 de M. Bomfim, Carlos H. 1 Della Valle, Emanuele 1 Dick, Scott 1 dos Reis, Denis M. 1 Doumpos, Michalis 1 Drovandi, Christopher C. 1 Džeroski, Sašo 1 Eckley, Idris A. 1 Ertel, Wolfgang 1 Fathianpour, Nader 1 Fearnhead, Paul 1 Ferdaus, Md Meftahul 1 Fournier-Viger, Philippe 1 Frank, Eibe 1 Freitas dos Santos, Thiago 1 Frery, Alejandro C. 1 Fumega, Ubirajara 1 Gallinari, Patrick 1 Gao, Yang 1 Garratt, Matthew A. 1 Gavaldà, Ricard 1 Geilke, Michael 1 Goetzen, Piotr 1 Gomes, Heitor Murilo 1 Granmo, Ole-Christoffer 1 Grzenda, Maciej 1 Guns, Tias 1 Henelius, Andreas 1 Hoi, Steven C. H. 1 Hollmén, Jaakko 1 Holmes, Christopher C. 1 Holmes, Geoffrey 1 Horn, Geir 1 Horváth, Tamás L. 1 Hullermeier, Eyke 1 Hyde, Roy 1 Hyndman, Rob J. 1 Jafrasteh, Bahram 1 Jakobs, Matthias 1 Kalousis, Alexandros 1 Kandanaarachchi, Sevvandi 1 Karwath, Andreas 1 Kasabov, Nikola K. 1 Kiran, Rage Uday 1 Kirchmeyer, Matthieu 1 Kottke, Daniel 1 Kramer, Stefan 1 Krawiec, Krzysztof 1 Krempl, Georg ...and 106 more Authors all top 5 Cited in 25 Serials 21 Machine Learning 12 Data Mining and Knowledge Discovery 6 Information Sciences 2 Artificial Intelligence 2 Journal of the Franklin Institute 2 Physics Reports 2 Moscow University Computational Mathematics and Cybernetics 2 International Journal of Applied Mathematics and Computer Science 1 Information Processing Letters 1 The Annals of Statistics 1 Applied Mathematics and Computation 1 Statistical Science 1 International Journal of Approximate Reasoning 1 Neural Networks 1 Communications in Statistics. Simulation and Computation 1 Pattern Recognition 1 Computational Statistics and Data Analysis 1 International Journal of Computer Vision 1 Constraints 1 Computational Geosciences 1 Journal of Intelligent and Fuzzy Systems 1 Journal of Industrial and Management Optimization 1 Journal of Computational and Graphical Statistics 1 Computer Science Review 1 SN Operations Research Forum all top 5 Cited in 12 Fields 56 Computer science (68-XX) 32 Statistics (62-XX) 4 Operations research, mathematical programming (90-XX) 3 Combinatorics (05-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Information and communication theory, circuits (94-XX) 2 General and overarching topics; collections (00-XX) 2 Numerical analysis (65-XX) 2 Geophysics (86-XX) 2 Systems theory; control (93-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Quantum theory (81-XX) Citations by Year