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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}
}
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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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