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@article{DBLP:journals/cys/CruzSilvaMA23, author = {Jacobo E. Cruz{-}Silva and Jes{\'{u}}s Yalj{\'{a}} Montiel{-}P{\'{e}}rez and Juan Humberto Sossa Azuela}, title = {3-D Interface for Humanoid Robot Operation}, journal = {Computaci{\'{o}}n y Sistemas (CyS)}, volume = {27}, number = {4}, year = {2023}, url = {https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/4554}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cys/CruzSilvaMA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/BarryMBWMHCJSFD23, author = {Mariam Barry and Jacob Montiel and Albert Bifet and Sameer Wadkar and Nikolay Manchev and Max Halford and Raja Chiky and Saad El Jaouhari and Katherine B. Shakman and Joudi Al Fehaily and Fabrice Le Deit and Vinh{-}Thuy Tran and Eric Guerizec}, title = {StreamMLOps: Operationalizing Online Learning for Big Data Streaming {\&} Real-Time Applications}, booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023, Anaheim, CA, USA, April 3-7, 2023}, pages = {3508--3521}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICDE55515.2023.00272}, doi = {10.1109/ICDE55515.2023.00272}, timestamp = {Thu, 27 Jul 2023 14:59:05 +0200}, biburl = {https://dblp.org/rec/conf/icde/BarryMBWMHCJSFD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/YogarajanMSP22, author = {Vithya Yogarajan and Jacob Montiel and Tony Smith and Bernhard Pfahringer}, editor = {Guodong Long and Xinghuo Yu and Sen Wang}, title = {Predicting {COVID-19} Patient Shielding: {A} Comprehensive Study}, booktitle = {{AI} 2021: Advances in Artificial Intelligence - 34th Australasian Joint Conference, {AI} 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13151}, pages = {332--343}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-030-97546-3\_27}, doi = {10.1007/978-3-030-97546-3\_27}, timestamp = {Fri, 01 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ausai/YogarajanMSP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/BarryBCJMOG22, author = {Mariam Barry and Albert Bifet and Raja Chiky and Saad El Jaouhari and Jacob Montiel and Aissa El Ouafi and Eric Guerizec}, editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen and Dirk Van den Poel and Xiaohua Hu and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan}, title = {Stream2Graph: Dynamic Knowledge Graph for Online Learning Applied in Large-scale Network}, booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}, pages = {2190--2197}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BigData55660.2022.10020885}, doi = {10.1109/BIGDATA55660.2022.10020885}, timestamp = {Tue, 11 Jun 2024 10:44:02 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/BarryBCJMOG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/BarryJBMGC22, author = {Mariam Barry and Saad El Jaouhari and Albert Bifet and Jacob Montiel and Eric Guerizec and Raja Chiky}, editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen and Dirk Van den Poel and Xiaohua Hu and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan}, title = {StreamFlow: {A} System for Summarizing and Learning Over Industrial Big Data Streams}, booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}, pages = {2198--2205}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BigData55660.2022.10020438}, doi = {10.1109/BIGDATA55660.2022.10020438}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/BarryJBMGC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/YogarajanPSM22, author = {Vithya Yogarajan and Bernhard Pfahringer and Tony Smith and Jacob Montiel}, editor = {Elias Pimenidis and Plamen Angelov and Chrisina Jayne and Antonios Papaleonidas and Mehmet Aydin}, title = {Concatenating BioMed-Transformers to Tackle Long Medical Documents and to Improve the Prediction of Tail-End Labels}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {13530}, pages = {209--221}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-15931-2\_18}, doi = {10.1007/978-3-031-15931-2\_18}, timestamp = {Wed, 10 Jul 2024 11:55:25 +0200}, biburl = {https://dblp.org/rec/conf/icann/YogarajanPSM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/MontielNNB22, author = {Jacob Montiel and Hoang{-}Anh Ngo and Minh{-}Huong Le Nguyen and Albert Bifet}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {Online Clustering: Algorithms, Evaluation, Metrics, Applications and Benchmarking}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {4808--4809}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3542600}, doi = {10.1145/3534678.3542600}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/kdd/MontielNNB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/KulbachMBHB22, author = {Cedric Kulbach and Jacob Montiel and Maroua Bahri and Marco Heyden and Albert Bifet}, editor = {Jo{\~{a}}o Gama and Tianrui Li and Yang Yu and Enhong Chen and Yu Zheng and Fei Teng}, title = {Evolution-Based Online Automated Machine Learning}, booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {13280}, pages = {472--484}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-05933-9\_37}, doi = {10.1007/978-3-031-05933-9\_37}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/KulbachMBHB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MontielHMBSVZGR21, author = {Jacob Montiel and Max Halford and Saulo Martiello Mastelini and Geoffrey Bolmier and Rapha{\"{e}}l Sourty and Robin Vaysse and Adil Zouitine and Heitor Murilo Gomes and Jesse Read and Talel Abdessalem and Albert Bifet}, title = {River: machine learning for streaming data in Python}, journal = {J. Mach. Learn. Res.}, volume = {22}, pages = {110:1--110:8}, year = {2021}, url = {https://jmlr.org/papers/v22/20-1380.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MontielHMBSVZGR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/YogarajanMSP21, author = {Vithya Yogarajan and Jacob Montiel and Tony Smith and Bernhard Pfahringer}, editor = {Allan Tucker and Pedro Henriques Abreu and Jaime S. Cardoso and Pedro Pereira Rodrigues and David Ria{\~{n}}o}, title = {Transformers for Multi-label Classification of Medical Text: An Empirical Comparison}, booktitle = {Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, {AIME} 2021, Virtual Event, June 15-18, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12721}, pages = {114--123}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-77211-6\_12}, doi = {10.1007/978-3-030-77211-6\_12}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aime/YogarajanMSP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigda/BarryBCMT21, author = {Mariam Barry and Albert Bifet and Raja Chiky and Jacob Montiel and Vinh{-}Thuy Tran}, editor = {Satish Narayana Srirama and Jerry Chun{-}Wei Lin and Raj Bhatnagar and Sonali Agarwal and P. Krishna Reddy}, title = {Challenges of Machine Learning for Data Streams in the Banking Industry}, booktitle = {Big Data Analytics - 9th International Conference, {BDA} 2021, Virtual Event, December 15-18, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13147}, pages = {106--118}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-93620-4\_9}, doi = {10.1007/978-3-030-93620-4\_9}, timestamp = {Fri, 14 Jan 2022 10:25:27 +0100}, biburl = {https://dblp.org/rec/conf/bigda/BarryBCMT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/incdm/MasteliniMGBPC21, author = {Saulo Martiello Mastelini and Jacob Montiel and Heitor Murilo Gomes and Albert Bifet and Bernhard Pfahringer and Andr{\'{e}} C. P. L. F. de Carvalho}, title = {Fast and lightweight binary and multi-branch Hoeffding Tree Regressors}, booktitle = {2021 International Conference on Data Mining, {ICDM} 2021 - Workshops, Auckland, New Zealand, December 7-10, 2021}, pages = {380--388}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDMW53433.2021.00053}, doi = {10.1109/ICDMW53433.2021.00053}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/incdm/MasteliniMGBPC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-00183, author = {Vithya Yogarajan and Jacob Montiel and Tony Smith and Bernhard Pfahringer}, title = {Predicting {COVID-19} Patient Shielding: {A} Comprehensive Study}, journal = {CoRR}, volume = {abs/2110.00183}, year = {2021}, url = {https://arxiv.org/abs/2110.00183}, eprinttype = {arXiv}, eprint = {2110.00183}, timestamp = {Fri, 08 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-00183.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-01718, author = {Vithya Yogarajan and Bernhard Pfahringer and Tony Smith and Jacob Montiel}, title = {Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents}, journal = {CoRR}, volume = {abs/2112.01718}, year = {2021}, url = {https://arxiv.org/abs/2112.01718}, eprinttype = {arXiv}, eprint = {2112.01718}, timestamp = {Tue, 07 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-01718.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/BernardoGMPBV20, author = {Alessio Bernardo and Heitor Murilo Gomes and Jacob Montiel and Bernhard Pfahringer and Albert Bifet and Emanuele Della Valle}, editor = {Xintao Wu and Chris Jermaine and Li Xiong and Xiaohua Hu and Olivera Kotevska and Siyuan Lu and Weija Xu and Srinivas Aluru and Chengxiang Zhai and Eyhab Al{-}Masri and Zhiyuan Chen and Jeff Saltz}, title = {{C-SMOTE:} Continuous Synthetic Minority Oversampling for Evolving Data Streams}, booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020), Atlanta, GA, USA, December 10-13, 2020}, pages = {483--492}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/BigData50022.2020.9377768}, doi = {10.1109/BIGDATA50022.2020.9377768}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/BernardoGMPBV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccsa/TogbeBBCCMT20, author = {Maurras Ulbricht Togbe and Mariam Barry and Aliou Boly and Yousra Chabchoub and Raja Chiky and Jacob Montiel and Vinh{-}Thuy Tran}, editor = {Osvaldo Gervasi and Beniamino Murgante and Sanjay Misra and Chiara Garau and Ivan Blecic and David Taniar and Bernady O. Apduhan and Ana Maria A. C. Rocha and Eufemia Tarantino and Carmelo Maria Torre and Yeliz Karaca}, title = {Anomaly Detection for Data Streams Based on Isolation Forest Using Scikit-Multiflow}, booktitle = {Computational Science and Its Applications - {ICCSA} 2020 - 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {12252}, pages = {15--30}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58811-3\_2}, doi = {10.1007/978-3-030-58811-3\_2}, timestamp = {Tue, 29 Sep 2020 17:30:00 +0200}, biburl = {https://dblp.org/rec/conf/iccsa/TogbeBBCCMT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/GomesMMPB20, author = {Heitor Murilo Gomes and Jacob Montiel and Saulo Martiello Mastelini and Bernhard Pfahringer and Albert Bifet}, title = {On Ensemble Techniques for Data Stream Regression}, booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020, Glasgow, United Kingdom, July 19-24, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IJCNN48605.2020.9206756}, doi = {10.1109/IJCNN48605.2020.9206756}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/GomesMMPB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/MontielMFPAB20, author = {Jacob Montiel and Rory Mitchell and Eibe Frank and Bernhard Pfahringer and Talel Abdessalem and Albert Bifet}, title = {Adaptive XGBoost for Evolving Data Streams}, booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020, Glasgow, United Kingdom, July 19-24, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IJCNN48605.2020.9207555}, doi = {10.1109/IJCNN48605.2020.9207555}, timestamp = {Tue, 06 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/MontielMFPAB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scipy/Montiel20, author = {Jacob Montiel}, editor = {Meghann Agarwal and Chris Calloway and Dillon Niederhut and David Shupe}, title = {Learning from evolving data streams}, booktitle = {Proceedings of the 19th Python in Science Conference 2020 (SciPy 2020), Virtual Conference, July 6 - July 12, 2020}, pages = {70--77}, publisher = {scipy.org}, year = {2020}, url = {https://doi.org/10.25080/Majora-342d178e-00a}, doi = {10.25080/MAJORA-342D178E-00A}, timestamp = {Sun, 12 Feb 2023 18:48:24 +0100}, biburl = {https://dblp.org/rec/conf/scipy/Montiel20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-00430, author = {Vithya Yogarajan and Jacob Montiel and Tony Smith and Bernhard Pfahringer}, title = {Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical Codes}, journal = {CoRR}, volume = {abs/2004.00430}, year = {2020}, url = {https://arxiv.org/abs/2004.00430}, eprinttype = {arXiv}, eprint = {2004.00430}, timestamp = {Wed, 08 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-00430.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-07353, author = {Jacob Montiel and Rory Mitchell and Eibe Frank and Bernhard Pfahringer and Talel Abdessalem and Albert Bifet}, title = {Adaptive XGBoost for Evolving Data Streams}, journal = {CoRR}, volume = {abs/2005.07353}, year = {2020}, url = {https://arxiv.org/abs/2005.07353}, eprinttype = {arXiv}, eprint = {2005.07353}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-07353.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-04740, author = {Jacob Montiel and Max Halford and Saulo Martiello Mastelini and Geoffrey Bolmier and Rapha{\"{e}}l Sourty and Robin Vaysse and Adil Zouitine and Heitor Murilo Gomes and Jesse Read and Talel Abdessalem and Albert Bifet}, title = {River: machine learning for streaming data in Python}, journal = {CoRR}, volume = {abs/2012.04740}, year = {2020}, url = {https://arxiv.org/abs/2012.04740}, eprinttype = {arXiv}, eprint = {2012.04740}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-04740.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Lopez19, author = {Jacob Montiel L{\'{o}}pez}, title = {Apprentissage automatique rapide et lent. (Fast and slow machine learning)}, school = {University of Paris-Saclay, France}, year = {2019}, url = {https://tel.archives-ouvertes.fr/tel-02098633}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Lopez19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/micai/Cruz-SilvaMA19, author = {Jacobo E. Cruz{-}Silva and Jes{\'{u}}s Yalj{\'{a}} Montiel{-}P{\'{e}}rez and Juan Humberto Sossa Azuela}, editor = {Lourdes Mart{\'{\i}}nez{-}Villase{\~{n}}or and Ildar Z. Batyrshin and Antonio Mar{\'{\i}}n{-}Hern{\'{a}}ndez}, title = {3-D Human Body Posture Reconstruction by Computer Vision}, booktitle = {Advances in Soft Computing - 18th Mexican International Conference on Artificial Intelligence, {MICAI} 2019, Xalapa, Mexico, October 27 - November 2, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11835}, pages = {579--588}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-33749-0\_46}, doi = {10.1007/978-3-030-33749-0\_46}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/micai/Cruz-SilvaMA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MontielRBA18, author = {Jacob Montiel and Jesse Read and Albert Bifet and Talel Abdessalem}, title = {Scikit-Multiflow: {A} Multi-output Streaming Framework}, journal = {J. Mach. Learn. Res.}, volume = {19}, pages = {72:1--72:5}, year = {2018}, url = {https://jmlr.org/papers/v19/18-251.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MontielRBA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/MontielBLRA18, author = {Jacob Montiel and Albert Bifet and Viktor Losing and Jesse Read and Talel Abdessalem}, editor = {Naoki Abe and Huan Liu and Calton Pu and Xiaohua Hu and Nesreen K. Ahmed and Mu Qiao and Yang Song and Donald Kossmann and Bing Liu and Kisung Lee and Jiliang Tang and Jingrui He and Jeffrey S. Saltz}, title = {Learning Fast and Slow: {A} Unified Batch/Stream Framework}, booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018), Seattle, WA, USA, December 10-13, 2018}, pages = {1065--1072}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/BigData.2018.8622222}, doi = {10.1109/BIGDATA.2018.8622222}, timestamp = {Fri, 19 Nov 2021 16:08:20 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/MontielBLRA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/MontielRBA18, author = {Jacob Montiel and Jesse Read and Albert Bifet and Talel Abdessalem}, editor = {Dinh Q. Phung and Vincent S. Tseng and Geoffrey I. Webb and Bao Ho and Mohadeseh Ganji and Lida Rashidi}, title = {Scalable Model-Based Cascaded Imputation of Missing Data}, booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {10939}, pages = {64--76}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-93040-4\_6}, doi = {10.1007/978-3-319-93040-4\_6}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/MontielRBA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-04662, author = {Jacob Montiel and Jesse Read and Albert Bifet and Talel Abdessalem}, title = {Scikit-Multiflow: {A} Multi-output Streaming Framework}, journal = {CoRR}, volume = {abs/1807.04662}, year = {2018}, url = {http://arxiv.org/abs/1807.04662}, eprinttype = {arXiv}, eprint = {1807.04662}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-04662.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/MontielBA17, author = {Jacob Montiel and Albert Bifet and Talel Abdessalem}, editor = {Jian{-}Yun Nie and Zoran Obradovic and Toyotaro Suzumura and Rumi Ghosh and Raghunath Nambiar and Chonggang Wang and Hui Zang and Ricardo Baeza{-}Yates and Xiaohua Hu and Jeremy Kepner and Alfredo Cuzzocrea and Jian Tang and Masashi Toyoda}, title = {Predicting over-indebtedness on batch and streaming data}, booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017), Boston, MA, USA, December 11-14, 2017}, pages = {1504--1513}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BigData.2017.8258084}, doi = {10.1109/BIGDATA.2017.8258084}, timestamp = {Fri, 19 Nov 2021 16:08:20 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/MontielBA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/MarcoKZHSLGRCMTPWM12, author = {Daniel Di Marco and Andreas Koch and Oliver Zweigle and Kai H{\"{a}}ussermann and Bj{\"{o}}rn Schiessle and Paul Levi and Dorian G{\'{a}}lvez{-}L{\'{o}}pez and Luis Riazuelo and Javier Civera and J. M. M. Montiel and Moritz Tenorth and Alexander Clifford Perzylo and Markus Waibel and Ren{\'{e}} van de Molengraft}, title = {Creating and using RoboEarth object models}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2012, 14-18 May, 2012, St. Paul, Minnesota, {USA}}, pages = {3549--3550}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICRA.2012.6224858}, doi = {10.1109/ICRA.2012.6224858}, timestamp = {Thu, 14 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/MarcoKZHSLGRCMTPWM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ram/WaibelBCDEGHJMP11, author = {Markus Waibel and Michael Beetz and Javier Civera and Raffaello D'Andrea and Jos Elfring and Dorian G{\'{a}}lvez{-}L{\'{o}}pez and Kai H{\"{a}}ussermann and Rob Janssen and J. M. M. Montiel and Alexander Perzylo and Bj{\"{o}}rn Schie{\ss}le and Moritz Tenorth and Oliver Zweigle and Ren{\'{e}} van de Molengraft}, title = {RoboEarth}, journal = {{IEEE} Robotics Autom. Mag.}, volume = {18}, number = {2}, pages = {69--82}, year = {2011}, url = {https://doi.org/10.1109/MRA.2011.941632}, doi = {10.1109/MRA.2011.941632}, timestamp = {Thu, 14 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ram/WaibelBCDEGHJMP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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