Machine learning for streaming data
Heitor Murilo Gomes
,
Jesse Read
,
Albert Bifet
,
Jean Paul Barddal
,
João Gama
SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining , 2019, 21 (2), pp.6-22.
⟨10.1145/3373464.3373470⟩
Journal articles
hal-02460393v1
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Cooperative Parallel Particle Filters for On-line Model Selection and Applications to Urban Mobility
Luca Martino
,
Víctor Elvira
,
Jesse Read
,
Francisco Louzada
Journal articles
hal-01437032v1
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Low-latency multi-threaded ensemble learning for dynamic big data streams
Diego Marron
,
Eduard Ayguadé
,
Jose Herrero
,
Jesse Read
,
Albert Bifet
Conference papers
hal-01698138v1
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Ubiquitous Artificial Intelligence and Dynamic Data Streams
Albert Bifet
,
Jesse Read
DEBS , 2018, Hamilton, New Zealand. pp.1-6
Conference papers
hal-02412375v1
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CAMEO: Curiosity Augmented Metropolis for Exploratory Optimal Policies
Simo Alami
,
Fernando Llorente
,
Rim Kaddah
,
Luca Martino
,
Jesse Read
EUSIPCO , Aug 2022, Belgrade, Serbia
Conference papers
hal-03675575v2
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Perturb and Combine to Identify Influential Spreaders in Real-World Networks
Antoine Jean-Pierre Tixier
,
Maria Evgenia G. Rossi
,
Fragkiskos Malliaros
,
Jesse Read
,
Michalis Vazirgiannis
ASONAM 2019 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining , Aug 2019, Vancouver, Canada
Conference papers
hal-01958973v1
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Probabilistic regressor chains with Monte Carlo methods
Jesse Read
,
Luca Martino
Journal articles
hal-03491230v1
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Adaptive random forests for evolving data stream classification
Albert Bifet
,
Heitor Gomes
,
Jesse Read
,
Jean Paul Barddal
,
Fabrició Enembreck
,
et al.
Journal articles
hal-01689026v1
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Network of Experts: Learning from Evolving Data Streams Through Network-Based Ensembles
Heitor Murilo Gomes
,
Albert Bifet
,
Philippe Fournier-Viger
,
Jones Granatyr
,
Jesse Read
International Conference on Neural Information Processing ICONIP 2019: Neural Information Processing , pp.704-716, 2019,
⟨10.1007/978-3-030-36708-4_58⟩
Book sections
hal-02460408v1
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Scalable Model-Based Cascaded Imputation of Missing Data
Jacob Montiel
,
Jesse Read
,
Albert Bifet
,
Talel Abdessalem
PAKDD (3) , 2018, Melbourne, Australia. pp.64-76
Conference papers
hal-02412376v1
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Identifying the main drivers for the production and maturation of Scots pine tracheids along a temperature gradient
Liisa Kulmala
,
Jesse Read
,
Pekka Nöjd
,
Cyrille Rathgeber
,
Henri E. Cuny
,
et al.
Journal articles
hal-01557214v1
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Transferable Deep Metric Learning for Clustering
Simo Alami
,
Rim Kaddah
,
Jesse Read
Intelligent Data Analysis , 2023
Proceedings
hal-03988934v1
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Set Labelling using Multi-label Classification
Ngurah Agus Sanjaya
,
Jesse Read
,
Talel Abdessalem
,
Stéphane Bressan
the 20th International Conference , Nov 2018, Yogyakarta, Indonesia. pp.216-220
Conference papers
hal-02044886v1
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EXAD: A System for Explainable Anomaly Detection on Big Data Traces
Fei Song
,
Arnaud Stiegler
,
Yanlei Diao
,
Jesse Read
,
Albert Bifet
ICDMW 2018 - IEEE International Conference on Data Mining Workshops , Nov 2018, Singapore, Singapore
Conference papers
hal-02264598v1
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The improvement of the Learning Environment in the context of Multi-label data
Khalida Douibi
,
Nesma Settouti
,
Chikh Mohammed Amine
,
Jesse Read
Machine Learning [cs.LG]. Université Abou Bekr Belkaid, Tlemcen (Algérie), 2019. English.
⟨NNT : ⟩
Theses
tel-03185694v1
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An analysis of ambulatory blood pressure monitoring using multi-label classification
Khalida Douibi
,
Nesma Settouti
,
Mohammed Amine Chikh
,
Jesse Read
,
Mohamed Malik Benabid
Journal articles
hal-03185589v1
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Data stream classification using random feature functions and novel method combinations
Diego Marrón
,
Jesse Read
,
Albert Bifet
,
Nacho Navarro
Journal articles
hal-01689025v1
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Scikit-Multiflow: A Multi-output Streaming Framework
Jacob Montiel
,
Jesse Read
,
Albert Bifet
,
Talel Abdessalem
Journal of Machine Learning Research , 2018, 19
Journal articles
hal-02287993v1
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