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135 résultats
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Data stream classification using random feature functions and novel method combinationsJournal of Systems and Software, 2017, 127, pp.195 - 204. ⟨10.1016/j.jss.2016.06.009⟩
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hal-01689025v1
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teex: A toolbox for the evaluation of explanationsNeurocomputing, 2023, 555, pp.126642. ⟨10.1016/J.NEUCOM.2023.126642⟩
Article dans une revue
hal-04468368v1
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Measuring the Shattering coefficient of Decision Tree modelsExpert Systems with Applications, 2019, 137, pp.443-452. ⟨10.1016/j.eswa.2019.07.012⟩
Article dans une revue
hal-02339499v1
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VEPRECO: Vertical databases with pre-pruning strategies and common candidate selection policies to fasten sequential pattern miningExpert Systems with Applications, 2022, 204, pp.117517. ⟨10.1016/J.ESWA.2022.117517⟩
Article dans une revue
hal-04468388v1
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Challenges of Machine Learning for Data Streams in the Banking IndustryBig Data Analytics - 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings, Dec 2021, Virtual, India. pp.106--118, ⟨10.1007/978-3-030-93620-4\_9⟩
Communication dans un congrès
hal-04468417v1
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Data stream analysis: Foundations, major tasks and toolsWIREs Data Mining and Knowledge Discovery, 2021, ⟨10.1002/widm.1405⟩
Article dans une revue
hal-03190000v1
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Scikit-Multiflow: A Multi-output Streaming FrameworkJournal of Machine Learning Research, 2018, 19
Article dans une revue
hal-02287993v1
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Randomizing the Self-Adjusting Memory for Enhanced Handling of Concept Drift2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, Jul 2020, Glasgow, United Kingdom. pp.1--8, ⟨10.1109/IJCNN48605.2020.9207583⟩
Communication dans un congrès
hal-04468445v1
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Adaptive Model Compression of Ensembles for Evolving Data Streams ForecastingInternational Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, Jul 2022, Padua, Italy. pp.1--8, ⟨10.1109/IJCNN55064.2022.9892811⟩
Communication dans un congrès
hal-04468401v1
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A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams2018 IEEE International Conference on Big Data (Big Data), Dec 2018, Seattle, United States. pp.604-613, ⟨10.1109/BigData.2018.8622178⟩
Communication dans un congrès
hal-04507533v1
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Compressed k-Nearest Neighbors Ensembles for Evolving Data StreamsECAI 2020 - 24th European Conference on Artificial Intelligence, Aug 2020, Santiago de Compostella / Virtual, Spain
Communication dans un congrès
hal-03189997v1
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ORSUM 2019 2nd workshop on online recommender systems and user modelingthe 13th ACM Conference, Sep 2019, Copenhagen, France. pp.562-563, ⟨10.1145/3298689.3347057⟩
Communication dans un congrès
hal-02339562v1
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Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed GraphsFundamenta Informaticae, 2021, 182 (3), pp.219--242. ⟨10.3233/FI-2021-2071⟩
Article dans une revue
hal-04468412v1
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Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparencyData Mining and Knowledge Discovery, 2021, 35 (3), pp.796--836. ⟨10.1007/S10618-021-00736-W⟩
Article dans une revue
hal-04468408v1
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Unsupervised real-time detection of BGP anomalies leveraging high-rate and fine-grained telemetry dataIEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops, INFOCOM Workshops 2018, Honolulu, HI, USA, April 15-19, 2018, 2018, Honolulu, United States. pp.1-2, ⟨10.1109/INFCOMW.2018.8406838⟩
Communication dans un congrès
hal-02412401v1
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Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed GraphsPAKDD (3) 2018 : Advances in Knowledge Discovery and Data Mining: Pacific-Asia Conference on Knowledge Discovery and Data Mining, Jun 2018, Melbourne, Australia. pp.752-764, ⟨10.1007/978-3-319-93040-4_59⟩
Communication dans un congrès
hal-02412377v1
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Scalable Model-Based Cascaded Imputation of Missing DataPAKDD (3), 2018, Melbourne, Australia. pp.64-76
Communication dans un congrès
hal-02412376v1
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Discriminative Distance-Based Network Indices with Application to Link PredictionThe Computer Journal, 2018, 61 (7), pp.998-1014. ⟨10.1093/comjnl/bxy040⟩
Article dans une revue
hal-02287954v1
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Linear TreeShapAdvances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, Nov 2022, New Orleans, United States
Communication dans un congrès
hal-04446067v1
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Exploring the potentials of online machine learning for predictive maintenance : a case study in the railway industryApplied Intelligence, 2023, 53, pp.29758-29780. ⟨10.1007/s10489-023-05092-4⟩
Article dans une revue
hal-04456631v1
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A Survey on Semi-supervised Learning for Delayed Partially Labelled Data StreamsACM Computing Surveys, 2022, 55 (4), pp.75:1--75:42. ⟨10.1145/3523055⟩
Article dans une revue
hal-04468366v1
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StreamFlow: A System for Summarizing and Learning Over Industrial Big Data StreamsIEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, Dec 2022, Osaka, Japan. pp.2198--2205, ⟨10.1109/BIGDATA55660.2022.10020438⟩
Communication dans un congrès
hal-04468397v1
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ORSUM 2021 - 4th Workshop on Online Recommender Systems and User ModelingRecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021 - 1 October 2021, Sep 2021, Amsterdam, Netherlands. pp.792--793, ⟨10.1145/3460231.3470940⟩
Communication dans un congrès
hal-04468427v1
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Delayed labelling evaluation for data streamsData Mining and Knowledge Discovery, 2020, 34 (5), pp.1237--1266. ⟨10.1007/S10618-019-00654-Y⟩
Article dans une revue
hal-04468430v1
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Network of Experts: Learning from Evolving Data Streams Through Network-Based EnsemblesInternational Conference on Neural Information Processing ICONIP 2019: Neural Information Processing, pp.704-716, 2019, ⟨10.1007/978-3-030-36708-4_58⟩
Chapitre d'ouvrage
hal-02460408v1
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Droplet Ensemble Learning on Drifting Data StreamsIntelligent Data Analysis, Oct 2017, Londres, United Kingdom. pp.210-222
Communication dans un congrès
hal-01564121v1
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Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge ComputingIEEE Transactions on Network and Service Management, 2023, 20 (3), pp.3038--3054. ⟨10.1109/TNSM.2022.3226505⟩
Article dans une revue
hal-04468372v1
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Détection de changements dans des flots de données qualitatives14e Journées Internationales Francophones sur l'Extraction et la Gestion des Connaissances (EGC), Jan 2014, Rennes, France. pp.517-520
Communication dans un congrès
hal-01556565v1
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Survey on Online Streaming Continual LearningProceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, Aug 2023, Macao, China. pp.6628--6637, ⟨10.24963/IJCAI.2023/743⟩
Communication dans un congrès
hal-04468380v1
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ORSUM 2023 - 6th Workshop on Online Recommender Systems and User ModelingRecSys '23 : Proceedings of the 17th ACM Conference on Recommender Systems, Singapore, Singapore, September 18-22, 2023, Sep 2023, Singapore, Singapore. pp.1272--1273, ⟨10.1145/3604915.3608763⟩
Communication dans un congrès
hal-04468383v1
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