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ORCIDBibTeX records: Jesse Read
@inproceedings{DBLP:conf/ida/AntonenkoMBZR24,
author = {Ekaterina Antonenko and
Michael Mechenich and
Rita Beigaite and
Indre Zliobaite and
Jesse Read},
editor = {Ioanna Miliou and
Nico Piatkowski and
Panagiotis Papapetrou},
title = {Backward Inference in Probabilistic Regressor Chains with Distributional
Constraints},
booktitle = {Advances in Intelligent Data Analysis {XXII} - 22nd International
Symposium on Intelligent Data Analysis, {IDA} 2024, Stockholm, Sweden,
April 24-26, 2024, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14642},
pages = {43--55},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-58553-1\_4},
doi = {10.1007/978-3-031-58553-1\_4},
timestamp = {Wed, 24 Apr 2024 16:58:29 +0200},
biburl = {https://dblp.org/rec/conf/ida/AntonenkoMBZR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/Read23,
author = {Jesse Read},
title = {From multi-label learning to cross-domain transfer: a model-agnostic
approach},
journal = {Appl. Intell.},
volume = {53},
number = {21},
pages = {25135--25153},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04841-9},
doi = {10.1007/S10489-023-04841-9},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/Read23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/GomesGMRNB23,
author = {Heitor Murilo Gomes and
Maciej Grzenda and
Rodrigo Fernandes de Mello and
Jesse Read and
Minh{-}Huong Le Nguyen and
Albert Bifet},
title = {A Survey on Semi-supervised Learning for Delayed Partially Labelled
Data Streams},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {4},
pages = {75:1--75:42},
year = {2023},
url = {https://doi.org/10.1145/3523055},
doi = {10.1145/3523055},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/GomesGMRNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/ZvuloniRRRB23,
author = {Eran Zvuloni and
Jesse Read and
Ant{\^{o}}nio H. Ribeiro and
Ant{\^{o}}nio Luiz P. Ribeiro and
Joachim A. Behar},
title = {On Merging Feature Engineering and Deep Learning for Diagnosis, Risk
Prediction and Age Estimation Based on the 12-Lead {ECG}},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {70},
number = {7},
pages = {2227--2236},
year = {2023},
url = {https://doi.org/10.1109/TBME.2023.3239527},
doi = {10.1109/TBME.2023.3239527},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/ZvuloniRRRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ChehbouneKR23,
author = {Mohamed Alami Chehboune and
Rim Kaddah and
Jesse Read},
editor = {Bruno Cr{\'{e}}milleux and
Sibylle Hess and
Siegfried Nijssen},
title = {Transferable Deep Metric Learning for Clustering},
booktitle = {Advances in Intelligent Data Analysis {XXI} - 21st International Symposium
on Intelligent Data Analysis, {IDA} 2023, Louvain-la-Neuve, Belgium,
April 12-14, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13876},
pages = {15--28},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30047-9\_2},
doi = {10.1007/978-3-031-30047-9\_2},
timestamp = {Tue, 02 May 2023 15:31:35 +0200},
biburl = {https://dblp.org/rec/conf/ida/ChehbouneKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/AyadBBRP23,
author = {C{\'{e}}lia Wafa Ayad and
Thomas Bonnier and
Benjamin Bosch and
Jesse Read and
Sonali Parbhoo},
editor = {Kaivalya Deshpande and
Madalina Fiterau and
Shalmali Joshi and
Zachary C. Lipton and
Rajesh Ranganath and
I{\~{n}}igo Urteaga and
Serene Yeung},
title = {Which Explanation Makes Sense? {A} Critical Evaluation of Local Explanations
for Assessing Cervical Cancer Risk},
booktitle = {Machine Learning for Healthcare Conference, {MLHC} 2023, 11-12 August
2023, New York, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {219},
pages = {31--49},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v219/ayad23a.html},
timestamp = {Tue, 20 Feb 2024 15:31:42 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/AyadBBRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00595,
author = {Ekaterina Antonenko and
Jesse Read},
title = {Chains of Autoreplicative Random Forests for missing value imputation
in high-dimensional datasets},
journal = {CoRR},
volume = {abs/2301.00595},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00595},
doi = {10.48550/ARXIV.2301.00595},
eprinttype = {arXiv},
eprint = {2301.00595},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06523,
author = {Simo Alami C and
Rim Kaddah and
Jesse Read},
title = {Transferable Deep Metric Learning for Clustering},
journal = {CoRR},
volume = {abs/2302.06523},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06523},
doi = {10.48550/ARXIV.2302.06523},
eprinttype = {arXiv},
eprint = {2302.06523},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17243,
author = {C{\'{e}}lia Wafa Ayad and
Thomas Bonnier and
Benjamin Bosch and
Jesse Read},
title = {Shapley Chains: Extending Shapley Values to Classifier Chains},
journal = {CoRR},
volume = {abs/2303.17243},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17243},
doi = {10.48550/ARXIV.2303.17243},
eprinttype = {arXiv},
eprint = {2303.17243},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01299,
author = {Alban Puech and
Jesse Read},
title = {An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2305.01299},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01299},
doi = {10.48550/ARXIV.2305.01299},
eprinttype = {arXiv},
eprint = {2305.01299},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01343,
author = {Alban Puech and
Jesse Read},
title = {Uncovering the Spatial and Temporal Variability of Wind Resources
in Europe: {A} Web-Based Data-Mining Tool},
journal = {CoRR},
volume = {abs/2305.01343},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01343},
doi = {10.48550/ARXIV.2305.01343},
eprinttype = {arXiv},
eprint = {2305.01343},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19811,
author = {Indre Zliobaite and
Jesse Read},
title = {A Historical Context for Data Streams},
journal = {CoRR},
volume = {abs/2310.19811},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19811},
doi = {10.48550/ARXIV.2310.19811},
eprinttype = {arXiv},
eprint = {2310.19811},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/BeigaiteRZ22,
author = {Rita Beigaite and
Jesse Read and
Indre Zliobaite},
title = {Multi-output regression with structurally incomplete target labels:
{A} case study of modelling global vegetation cover},
journal = {Ecol. Informatics},
volume = {72},
pages = {101849},
year = {2022},
url = {https://doi.org/10.1016/j.ecoinf.2022.101849},
doi = {10.1016/J.ECOINF.2022.101849},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ecoi/BeigaiteRZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/LlorenteMRD22,
author = {Fernando Llorente and
Luca Martino and
Jesse Read and
David Delgado{-}G{\'{o}}mez},
title = {Optimality in noisy importance sampling},
journal = {Signal Process.},
volume = {194},
pages = {108455},
year = {2022},
url = {https://doi.org/10.1016/j.sigpro.2022.108455},
doi = {10.1016/J.SIGPRO.2022.108455},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/LlorenteMRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AyadBBR22,
author = {C{\'{e}}lia Wafa Ayad and
Thomas Bonnier and
Benjamin Bosch and
Jesse Read},
editor = {Pascal Poncelet and
Dino Ienco},
title = {Shapley Chains: Extending Shapley Values to Classifier Chains},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {541--555},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_38},
doi = {10.1007/978-3-031-18840-4\_38},
timestamp = {Tue, 08 Aug 2023 09:01:12 +0200},
biburl = {https://dblp.org/rec/conf/dis/AyadBBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/ChehbouneKMLR22,
author = {Mohamed Alami Chehboune and
Rim Kaddah and
Luca Martino and
Fernando Llorente and
Jesse Read},
title = {{CAMEO:} Curiosity Augmented Metropolis for Exploratory Optimal Policies},
booktitle = {30th European Signal Processing Conference, {EUSIPCO} 2022, Belgrade,
Serbia, August 29 - Sept. 2, 2022},
pages = {1482--1486},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9909720},
timestamp = {Tue, 25 Oct 2022 21:20:45 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/ChehbouneKMLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/AntonenkoR22,
author = {Ekaterina Antonenko and
Jesse Read},
editor = {Tassadit Bouadi and
{\'{E}}lisa Fromont and
Eyke H{\"{u}}llermeier},
title = {Multi-modal Ensembles of Regressor Chains for Multi-output Prediction},
booktitle = {Advances in Intelligent Data Analysis {XX} - 20th International Symposium
on Intelligent Data Analysis, {IDA} 2022, Rennes, France, April 20-22,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13205},
pages = {1--13},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-01333-1\_1},
doi = {10.1007/978-3-031-01333-1\_1},
timestamp = {Tue, 12 Apr 2022 17:57:47 +0200},
biburl = {https://dblp.org/rec/conf/ida/AntonenkoR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuBRX22,
author = {Peng Yu and
Albert Bifet and
Jesse Read and
Chao Xu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Linear tree shap},
booktitle = {Advances 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},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/a5a3b1ef79520b7cd122d888673a3ebc-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuBRX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChehbouneDKR22,
author = {Mohamed Alami Chehboune and
J{\'{e}}r{\'{e}}mie Decock and
Rim Kaddah and
Jesse Read},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Conv-NILM-Net, a Causal and Multi-appliance Model for Energy Source
Separation},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {207--222},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_15},
doi = {10.1007/978-3-031-23633-4\_15},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChehbouneDKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PuechR22,
author = {Alban Puech and
Jesse Read},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {614--630},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_37},
doi = {10.1007/978-3-031-26419-1\_37},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PuechR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/SannigrahiR22,
author = {Sonal Sannigrahi and
Jesse Read},
editor = {Spandana Gella and
He He and
Bodhisattwa Prasad Majumder and
Burcu Can and
Eleonora Giunchiglia and
Samuel Cahyawijaya and
Sewon Min and
Maximilian Mozes and
Xiang Lorraine Li and
Isabelle Augenstein and
Anna Rogers and
Kyunghyun Cho and
Edward Grefenstette and
Laura Rimell and
Chris Dyer},
title = {Isomorphic Cross-lingual Embeddings for Low-Resource Languages},
booktitle = {Proceedings of the 7th Workshop on Representation Learning for NLP,
RepL4NLP@ACL 2022, Dublin, Ireland, May 26, 2022},
pages = {133--142},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.repl4nlp-1.14},
timestamp = {Mon, 30 May 2022 15:49:22 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/SannigrahiR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02432,
author = {Fernando Llorente and
Luca Martino and
Jesse Read and
David Delgado{-}G{\'{o}}mez},
title = {Optimality in Noisy Importance Sampling},
journal = {CoRR},
volume = {abs/2201.02432},
year = {2022},
url = {https://arxiv.org/abs/2201.02432},
eprinttype = {arXiv},
eprint = {2201.02432},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14632,
author = {Sonal Sannigrahi and
Jesse Read},
title = {Isomorphic Cross-lingual Embeddings for Low-Resource Languages},
journal = {CoRR},
volume = {abs/2203.14632},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14632},
doi = {10.48550/ARXIV.2203.14632},
eprinttype = {arXiv},
eprint = {2203.14632},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09433,
author = {Mohamed Alami Chehboune and
Fernando Llorente and
Rim Kaddah and
Luca Martino and
Jesse Read},
title = {{CAMEO:} Curiosity Augmented Metropolis for Exploratory Optimal Policies},
journal = {CoRR},
volume = {abs/2205.09433},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09433},
doi = {10.48550/ARXIV.2205.09433},
eprinttype = {arXiv},
eprint = {2205.09433},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06096,
author = {Eran Zvuloni and
Jesse Read and
Ant{\^{o}}nio H. Ribeiro and
Ant{\^{o}}nio Luiz P. Ribeiro and
Joachim A. Behar},
title = {On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction
and Age Estimation Based on the 12-Lead {ECG}},
journal = {CoRR},
volume = {abs/2207.06096},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06096},
doi = {10.48550/ARXIV.2207.06096},
eprinttype = {arXiv},
eprint = {2207.06096},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11742,
author = {Jesse Read},
title = {From Multi-label Learning to Cross-Domain Transfer: {A} Model-Agnostic
Approach},
journal = {CoRR},
volume = {abs/2207.11742},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11742},
doi = {10.48550/ARXIV.2207.11742},
eprinttype = {arXiv},
eprint = {2207.11742},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02173,
author = {Mohamed Alami Chehboune and
J{\'{e}}r{\'{e}}mie Decock and
Rim Kaddah and
Jesse Read},
title = {Conv-NILM-Net, a causal and multi-appliance model for energy source
separation},
journal = {CoRR},
volume = {abs/2208.02173},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02173},
doi = {10.48550/ARXIV.2208.02173},
eprinttype = {arXiv},
eprint = {2208.02173},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-04163,
author = {Laurence A. F. Park and
Jesse Read},
title = {Estimating Multi-label Accuracy using Labelset Distributions},
journal = {CoRR},
volume = {abs/2209.04163},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.04163},
doi = {10.48550/ARXIV.2209.04163},
eprinttype = {arXiv},
eprint = {2209.04163},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-04163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08192,
author = {Peng Yu and
Chao Xu and
Albert Bifet and
Jesse Read},
title = {Linear TreeShap},
journal = {CoRR},
volume = {abs/2209.08192},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08192},
doi = {10.48550/ARXIV.2209.08192},
eprinttype = {arXiv},
eprint = {2209.08192},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14720,
author = {Jesse Read and
Indre Zliobaite},
title = {Learning from Data Streams: An Overview and Update},
journal = {CoRR},
volume = {abs/2212.14720},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.14720},
doi = {10.48550/ARXIV.2212.14720},
eprinttype = {arXiv},
eprint = {2212.14720},
timestamp = {Sun, 08 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-14720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ans/KhalifeRV21,
author = {Sammy Khalife and
Jesse Read and
Michalis Vazirgiannis},
title = {Structure and influence in a global capital-ownership network},
journal = {Appl. Netw. Sci.},
volume = {6},
number = {1},
pages = {16},
year = {2021},
url = {https://doi.org/10.1007/s41109-021-00359-6},
doi = {10.1007/S41109-021-00359-6},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ans/KhalifeRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MartinoR21,
author = {Luca Martino and
Jesse Read},
title = {A joint introduction to Gaussian Processes and Relevance Vector Machines
with connections to Kalman filtering and other kernel smoothers},
journal = {Inf. Fusion},
volume = {74},
pages = {17--38},
year = {2021},
url = {https://doi.org/10.1016/j.inffus.2021.03.002},
doi = {10.1016/J.INFFUS.2021.03.002},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/MartinoR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ReadPHF21,
author = {Jesse Read and
Bernhard Pfahringer and
Geoff Holmes and
Eibe Frank},
title = {Classifier Chains: {A} Review and Perspectives},
journal = {J. Artif. Intell. Res.},
volume = {70},
pages = {683--718},
year = {2021},
url = {https://doi.org/10.1613/jair.1.12376},
doi = {10.1613/JAIR.1.12376},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/ReadPHF21.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 = {http://jmlr.org/papers/v22/20-1380.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/MontielHMBSVZGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GomesRBD21,
author = {Heitor Murilo Gomes and
Jesse Read and
Albert Bifet and
Robert J. Durrant},
title = {Learning from evolving data streams through ensembles of random patches},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {7},
pages = {1597--1625},
year = {2021},
url = {https://doi.org/10.1007/s10115-021-01579-z},
doi = {10.1007/S10115-021-01579-Z},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/GomesRBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-1,
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6},
doi = {10.1007/978-3-030-86486-6},
isbn = {978-3-030-86485-9},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2021-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-2,
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7},
doi = {10.1007/978-3-030-86520-7},
isbn = {978-3-030-86519-1},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2021-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-3,
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8},
doi = {10.1007/978-3-030-86523-8},
isbn = {978-3-030-86522-1},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2021-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09170,
author = {Heitor Murilo Gomes and
Maciej Grzenda and
Rodrigo Fernandes de Mello and
Jesse Read and
Minh{-}Huong Le Nguyen and
Albert Bifet},
title = {A Survey on Semi-Supervised Learning for Delayed Partially Labelled
Data Streams},
journal = {CoRR},
volume = {abs/2106.09170},
year = {2021},
url = {https://arxiv.org/abs/2106.09170},
eprinttype = {arXiv},
eprint = {2106.09170},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ReadM20,
author = {Jesse Read and
Luca Martino},
title = {Probabilistic regressor chains with Monte Carlo methods},
journal = {Neurocomputing},
volume = {413},
pages = {471--486},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.05.024},
doi = {10.1016/J.NEUCOM.2020.05.024},
timestamp = {Sat, 17 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ReadM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RivolliRSPC20,
author = {Adriano Rivolli and
Jesse Read and
Carlos Soares and
Bernhard Pfahringer and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {An empirical analysis of binary transformation strategies and base
algorithms for multi-label learning},
journal = {Mach. Learn.},
volume = {109},
number = {8},
pages = {1509--1563},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05879-3},
doi = {10.1007/S10994-020-05879-3},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RivolliRSPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/ReadRNM20,
author = {Jesse Read and
Ricardo Ara{\'{u}}jo Rios and
Tatiane Nogueira and
Rodrigo Fernandes de Mello},
editor = {Ricardo Cerri and
Ronaldo C. Prati},
title = {Data Streams Are Time Series: Challenging Assumptions},
booktitle = {Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio
Grande, Brazil, October 20-23, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12320},
pages = {529--543},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61380-8\_36},
doi = {10.1007/978-3-030-61380-8\_36},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/ReadRNM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/YinR20,
author = {Kayo Yin and
Jesse Read},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {Better Sign Language Translation with STMC-Transformer},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {5975--5989},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.525},
doi = {10.18653/V1/2020.COLING-MAIN.525},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/YinR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2019bigmine,
editor = {Albert Bifet and
Michele Berlingerio and
Jo{\~{a}}o Gama and
Jesse Read and
Ana Rita Nogueira},
title = {Proceedings of the 8th International Workshop on Big Data, IoT Streams
and Heterogeneous Source Mining: Algorithms, Systems, Programming
Models and Applications co-located with 25th {ACM} {SIGKDD} Conference
on Knowledge Discovery and Data Mining {(KDD} 2019), Anchorage, Alaska,
August 4-8, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2579},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2579},
urn = {urn:nbn:de:0074-2579-9},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2019bigmine.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09217,
author = {Luca Martino and
Jesse Read},
title = {Joint introduction to Gaussian Processes and Relevance Vector Machines
with Connections to Kalman filtering and other Kernel Smoothers},
journal = {CoRR},
volume = {abs/2009.09217},
year = {2020},
url = {https://arxiv.org/abs/2009.09217},
eprinttype = {arXiv},
eprint = {2009.09217},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09217.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}
}
@article{DBLP:journals/ijdsa/ReadBFYY19,
author = {Jesse Read and
Albert Bifet and
Wei Fan and
Qiang Yang and
Philip S. Yu},
title = {Introduction to the special issue on Big Data, IoT Streams and Heterogeneous
Source Mining},
journal = {Int. J. Data Sci. Anal.},
volume = {8},
number = {3},
pages = {221--222},
year = {2019},
url = {https://doi.org/10.1007/s41060-019-00196-y},
doi = {10.1007/S41060-019-00196-Y},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/ReadBFYY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GomesBRBEPHA19,
author = {Heitor Murilo Gomes and
Albert Bifet and
Jesse Read and
Jean Paul Barddal and
Fabr{\'{\i}}cio Enembreck and
Bernhard Pfahringer and
Geoff Holmes and
Talel Abdessalem},
title = {Correction to: Adaptive random forests for evolving data stream classification},
journal = {Mach. Learn.},
volume = {108},
number = {10},
pages = {1877--1878},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05793-3},
doi = {10.1007/S10994-019-05793-3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GomesBRBEPHA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/ReadTV19,
author = {Jesse Read and
Nikolaos Tziortziotis and
Michalis Vazirgiannis},
title = {Error-space representations for multi-dimensional data streams with
temporal dependence},
journal = {Pattern Anal. Appl.},
volume = {22},
number = {3},
pages = {1211--1220},
year = {2019},
url = {https://doi.org/10.1007/s10044-018-0739-7},
doi = {10.1007/S10044-018-0739-7},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/ReadTV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/GomesRBBG19,
author = {Heitor Murilo Gomes and
Jesse Read and
Albert Bifet and
Jean Paul Barddal and
Jo{\~{a}}o Gama},
title = {Machine learning for streaming data: state of the art, challenges,
and opportunities},
journal = {{SIGKDD} Explor.},
volume = {21},
number = {2},
pages = {6--22},
year = {2019},
url = {https://doi.org/10.1145/3373464.3373470},
doi = {10.1145/3373464.3373470},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/GomesRBBG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/TixierRMRV19,
author = {Antoine J.{-}P. Tixier and
Maria{-}Evgenia G. Rossi and
Fragkiskos D. Malliaros and
Jesse Read and
Michalis Vazirgiannis},
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {Perturb and combine to identify influential spreaders in real-world
networks},
booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
pages = {73--80},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161.3342866},
doi = {10.1145/3341161.3342866},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/TixierRMRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/KhalifeRV19,
author = {Sammy Khalife and
Jesse Read and
Michalis Vazirgiannis},
editor = {Hocine Cherifi and
Sabrina Gaito and
Jos{\'{e}} Fernendo Mendes and
Esteban Moro and
Luis Mateus Rocha},
title = {Empirical Analysis of a Global Capital-Ownership Network},
booktitle = {Complex Networks and Their Applications {VIII} - Volume 2 Proceedings
of the Eighth International Conference on Complex Networks and Their
Applications {COMPLEX} {NETWORKS} 2019, Lisbon, Portugal, December
10-12, 2019},
series = {Studies in Computational Intelligence},
volume = {882},
pages = {656--667},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36683-4\_53},
doi = {10.1007/978-3-030-36683-4\_53},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/complexnetworks/KhalifeRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GomesRB19,
author = {Heitor Murilo Gomes and
Jesse Read and
Albert Bifet},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Streaming Random Patches for Evolving Data Stream Classification},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {240--249},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00034},
doi = {10.1109/ICDM.2019.00034},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GomesRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GomesBFGR19,
author = {Heitor Murilo Gomes and
Albert Bifet and
Philippe Fournier{-}Viger and
Jones Granatyr and
Jesse Read},
editor = {Tom Gedeon and
Kok Wai Wong and
Minho Lee},
title = {Network of Experts: Learning from Evolving Data Streams Through Network-Based
Ensembles},
booktitle = {Neural Information Processing - 26th International Conference, {ICONIP}
2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11953},
pages = {704--716},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36708-4\_58},
doi = {10.1007/978-3-030-36708-4\_58},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/GomesBFGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ParkGR19,
author = {Laurence A. F. Park and
Yi Guo and
Jesse Read},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Assessing the Multi-labelness of Multi-label Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {164--179},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_10},
doi = {10.1007/978-3-030-46147-8\_10},
timestamp = {Mon, 04 May 2020 14:07:10 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ParkGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08087,
author = {Jesse Read and
Luca Martino},
title = {Probabilistic Regressor Chains with Monte Carlo Methods},
journal = {CoRR},
volume = {abs/1907.08087},
year = {2019},
url = {http://arxiv.org/abs/1907.08087},
eprinttype = {arXiv},
eprint = {1907.08087},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-13405,
author = {Jesse Read and
Bernhard Pfahringer and
Geoff Holmes and
Eibe Frank},
title = {Classifier Chains: {A} Review and Perspectives},
journal = {CoRR},
volume = {abs/1912.13405},
year = {2019},
url = {http://arxiv.org/abs/1912.13405},
eprinttype = {arXiv},
eprint = {1912.13405},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-13405.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 = {http://jmlr.org/papers/v19/18-251.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MontielRBA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/StegmannZTHR18,
author = {Roelant A. Stegmann and
Indre Zliobaite and
Tuukka Tolvanen and
Jaakko Hollm{\'{e}}n and
Jesse Read},
title = {A survey of evaluation methods for personal route and destination
prediction from mobility traces},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {8},
number = {2},
year = {2018},
url = {https://doi.org/10.1002/widm.1237},
doi = {10.1002/WIDM.1237},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/StegmannZTHR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/PallancaKR18,
author = {Olivier Pallanca and
Sammy Khalife and
Jesse Read},
editor = {Huiru Jane Zheng and
Zoraida Callejas and
David Griol and
Haiying Wang and
Xiaohua Hu and
Harald H. H. W. Schmidt and
Jan Baumbach and
Julie Dickerson and
Le Zhang},
title = {Detection of sleep spindles in {NREM} 2 sleep stages: Preliminary
study {\&} benchmarking of algorithms},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2018, Madrid, Spain, December 3-6, 2018},
pages = {2652--2655},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.ieeecomputersociety.org/10.1109/BIBM.2018.8621305},
doi = {10.1109/BIBM.2018.8621305},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/PallancaKR18.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/debs/BifetR18,
author = {Albert Bifet and
Jesse Read},
editor = {Annika Hinze and
David M. Eyers and
Martin Hirzel and
Matthias Weidlich and
Sukanya Bhowmik},
title = {Ubiquitous Artificial Intelligence and Dynamic Data Streams},
booktitle = {Proceedings of the 12th {ACM} International Conference on Distributed
and Event-based Systems, {DEBS} 2018, Hamilton, New Zealand, June
25-29, 2018},
pages = {1--6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3210284.3214345},
doi = {10.1145/3210284.3214345},
timestamp = {Fri, 26 May 2023 07:40:34 +0200},
biburl = {https://dblp.org/rec/conf/debs/BifetR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SongDRSB18,
author = {Fei Song and
Yanlei Diao and
Jesse Read and
Arnaud Stiegler and
Albert Bifet},
editor = {Hanghang Tong and
Zhenhui Jessie Li and
Feida Zhu and
Jeffrey Yu},
title = {{EXAD:} {A} System for Explainable Anomaly Detection on Big Data Traces},
booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Singapore, Singapore, November 17-20, 2018},
pages = {1435--1440},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDMW.2018.00204},
doi = {10.1109/ICDMW.2018.00204},
timestamp = {Thu, 14 Nov 2019 15:37:05 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SongDRSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/SanjayaRAB18,
author = {Ngurah Agus Sanjaya and
Jesse Read and
Talel Abdessalem and
St{\'{e}}phane Bressan},
editor = {Maria Indrawan{-}Santiago and
Eric Pardede and
Ivan Luiz Salvadori and
Matthias Steinbauer and
Ismail Khalil and
Gabriele Anderst{-}Kotsis},
title = {Set Labelling using Multi-label Classification},
booktitle = {Proceedings of the 20th International Conference on Information Integration
and Web-based Applications {\&} Services, iiWAS 2018, Yogyakarta,
Indonesia, November 19-21, 2018},
pages = {216--220},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3282373.3282391},
doi = {10.1145/3282373.3282391},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iiwas/SanjayaRAB18.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}
}
@inproceedings{DBLP:conf/pkdd/ParkR18,
author = {Laurence A. F. Park and
Jesse Read},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {A Blended Metric for Multi-label Optimisation and Evaluation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {719--734},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_44},
doi = {10.1007/978-3-030-10925-7\_44},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ParkR18.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}
}
@article{DBLP:journals/corr/abs-1807-09586,
author = {Antoine J.{-}P. Tixier and
Maria{-}Evgenia G. Rossi and
Fragkiskos D. Malliaros and
Jesse Read and
Michalis Vazirgiannis},
title = {Perturb and Combine to Identify Influential Spreaders in Real-World
Networks},
journal = {CoRR},
volume = {abs/1807.09586},
year = {2018},
url = {http://arxiv.org/abs/1807.09586},
eprinttype = {arXiv},
eprint = {1807.09586},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-09586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02266,
author = {Jesse Read},
title = {Concept-drifting Data Streams are Time Series; The Case for Continuous
Adaptation},
journal = {CoRR},
volume = {abs/1810.02266},
year = {2018},
url = {http://arxiv.org/abs/1810.02266},
eprinttype = {arXiv},
eprint = {1810.02266},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/MartinoREL17,
author = {Luca Martino and
Jesse Read and
V{\'{\i}}ctor Elvira and
Francisco Louzada},
title = {Cooperative parallel particle filters for online model selection and
applications to urban mobility},
journal = {Digit. Signal Process.},
volume = {60},
pages = {172--185},
year = {2017},
url = {https://doi.org/10.1016/j.dsp.2016.09.011},
doi = {10.1016/J.DSP.2016.09.011},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/MartinoREL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/MarronRBN17,
author = {Diego Marron and
Jesse Read and
Albert Bifet and
Nacho Navarro},
title = {Data stream classification using random feature functions and novel
method combinations},
journal = {J. Syst. Softw.},
volume = {127},
pages = {195--204},
year = {2017},
url = {https://doi.org/10.1016/j.jss.2016.06.009},
doi = {10.1016/J.JSS.2016.06.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/MarronRBN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GomesBRBEPHA17,
author = {Heitor Murilo Gomes and
Albert Bifet and
Jesse Read and
Jean Paul Barddal and
Fabr{\'{\i}}cio Enembreck and
Bernhard Pfahringer and
Geoff Holmes and
Talel Abdessalem},
title = {Adaptive random forests for evolving data stream classification},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1469--1495},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5642-8},
doi = {10.1007/S10994-017-5642-8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GomesBRBEPHA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ReadMH17,
author = {Jesse Read and
Luca Martino and
Jaakko Hollm{\'{e}}n},
title = {Multi-label methods for prediction with sequential data},
journal = {Pattern Recognit.},
volume = {63},
pages = {45--55},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.09.015},
doi = {10.1016/J.PATCOG.2016.09.015},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ReadMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MarronAHRB17,
author = {Diego Marron and
Eduard Ayguad{\'{e}} and
Jos{\'{e}} R. Herrero and
Jesse Read and
Albert Bifet},
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 = {Low-latency multi-threaded ensemble learning for dynamic big data
streams},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {223--232},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8257930},
doi = {10.1109/BIGDATA.2017.8257930},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/MarronAHRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2017-3,
editor = {Yasemin Altun and
Kamalika Das and
Taneli Mielik{\"{a}}inen and
Donato Malerba and
Jerzy Stefanowski and
Jesse Read and
Marinka Zitnik and
Michelangelo Ceci and
Saso Dzeroski},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10536},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71273-4},
doi = {10.1007/978-3-319-71273-4},
isbn = {978-3-319-71272-7},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2017-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/ReadZH16,
author = {Jesse Read and
Indre Zliobaite and
Jaakko Hollm{\'{e}}n},
title = {Labeling sensing data for mobility modeling},
journal = {Inf. Syst.},
volume = {57},
pages = {207--222},
year = {2016},
url = {https://doi.org/10.1016/j.is.2015.09.001},
doi = {10.1016/J.IS.2015.09.001},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/ReadZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ReadRPH16,
author = {Jesse Read and
Peter Reutemann and
Bernhard Pfahringer and
Geoff Holmes},
title = {{MEKA:} {A} Multi-label/Multi-target Extension to {WEKA}},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {21:1--21:5},
year = {2016},
url = {http://jmlr.org/papers/v17/12-164.html},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ReadRPH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MarronRBAAH16,
author = {Diego Marron and
Jesse Read and
Albert Bifet and
Talel Abdessalem and
Eduard Ayguad{\'{e}} and
Jos{\'{e}} R. Herrero},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Echo State Hoeffding Tree Learning},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {382--397},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Marron87.html},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MarronRBAAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2016bigmine,
editor = {Wei Fan and
Albert Bifet and
Jesse Read and
Qiang Yang and
Philip S. Yu},
title = {Proceedings of the 5th International Workshop on Big Data, Streams
and Heterogeneous Source Mining: Algorithms, Systems, Programming
Models and Applications, BigMine 2016, San Francisco, CA, USA, August
14, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {53},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v53/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2016bigmine.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReadMH16,
author = {Jesse Read and
Luca Martino and
Jaakko Hollm{\'{e}}n},
title = {Multi-label Methods for Prediction with Sequential Data},
journal = {CoRR},
volume = {abs/1609.08349},
year = {2016},
url = {http://arxiv.org/abs/1609.08349},
eprinttype = {arXiv},
eprint = {1609.08349},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReadMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZliobaiteBRPH15,
author = {Indre Zliobaite and
Albert Bifet and
Jesse Read and
Bernhard Pfahringer and
Geoff Holmes},
title = {Evaluation methods and decision theory for classification of streaming
data with temporal dependence},
journal = {Mach. Learn.},
volume = {98},
number = {3},
pages = {455--482},
year = {2015},
url = {https://doi.org/10.1007/s10994-014-5441-4},
doi = {10.1007/S10994-014-5441-4},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZliobaiteBRPH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ReadMOL15,
author = {Jesse Read and
Luca Martino and
Pablo M. Olmos and
David Luengo},
title = {Scalable multi-output label prediction: From classifier chains to
classifier trellises},
journal = {Pattern Recognit.},
volume = {48},
number = {6},
pages = {2096--2109},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.01.004},
doi = {10.1016/J.PATCOG.2015.01.004},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ReadMOL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MartinoRL15,
author = {Luca Martino and
Jesse Read and
David Luengo},
title = {Independent Doubly Adaptive Rejection Metropolis Sampling Within Gibbs
Sampling},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {12},
pages = {3123--3138},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2420537},
doi = {10.1109/TSP.2015.2420537},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MartinoRL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BifetMRHP15,
author = {Albert Bifet and
Gianmarco De Francisci Morales and
Jesse Read and
Geoff Holmes and
Bernhard Pfahringer},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Efficient Online Evaluation of Big Data Stream Classifiers},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {59--68},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783372},
doi = {10.1145/2783258.2783372},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BifetMRHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/ReadPB15,
author = {Jesse Read and
Fernando P{\'{e}}rez{-}Cruz and
Albert Bifet},
editor = {Roger L. Wainwright and
Juan Manuel Corchado and
Alessio Bechini and
Jiman Hong},
title = {Deep learning in partially-labeled data streams},
booktitle = {Proceedings of the 30th Annual {ACM} Symposium on Applied Computing,
Salamanca, Spain, April 13-17, 2015},
pages = {954--959},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2695664.2695871},
doi = {10.1145/2695664.2695871},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/ReadPB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/ReadB15,
author = {Jesse Read and
Albert Bifet},
title = {Data Stream Classification Using Random Feature Functions and Novel
Method Combinations},
booktitle = {2015 {IEEE} TrustCom/BigDataSE/ISPA, Helsinki, Finland, August 20-22,
2015, Volume 2},
pages = {211--216},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/Trustcom.2015.585},
doi = {10.1109/TRUSTCOM.2015.585},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/ReadB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReadMOL15,
author = {Jesse Read and
Luca Martino and
Pablo M. Olmos and
David Luengo},
title = {Scalable Multi-Output Label Prediction: From Classifier Chains to
Classifier Trellises},
journal = {CoRR},
volume = {abs/1501.04870},
year = {2015},
url = {http://arxiv.org/abs/1501.04870},
eprinttype = {arXiv},
eprint = {1501.04870},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReadMOL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReadP15,
author = {Jesse Read and
Fernando P{\'{e}}rez{-}Cruz},
title = {Deep Learning for Multi-label Classification},
journal = {CoRR},
volume = {abs/1502.05988},
year = {2015},
url = {http://arxiv.org/abs/1502.05988},
eprinttype = {arXiv},
eprint = {1502.05988},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReadP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReadH15,
author = {Jesse Read and
Jaakko Hollm{\'{e}}n},
title = {Multi-label Classification using Labels as Hidden Nodes},
journal = {CoRR},
volume = {abs/1503.09022},
year = {2015},
url = {http://arxiv.org/abs/1503.09022},
eprinttype = {arXiv},
eprint = {1503.09022},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReadH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MarronRBN15,
author = {Diego Marron and
Jesse Read and
Albert Bifet and
Nacho Navarro},
title = {Data Stream Classification using Random Feature Functions and Novel
Method Combinations},
journal = {CoRR},
volume = {abs/1511.00971},
year = {2015},
url = {http://arxiv.org/abs/1511.00971},
eprinttype = {arXiv},
eprint = {1511.00971},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MarronRBN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ReadML14,
author = {Jesse Read and
Luca Martino and
David Luengo},
title = {Efficient monte carlo methods for multi-dimensional learning with
classifier chains},
journal = {Pattern Recognit.},
volume = {47},
number = {3},
pages = {1535--1546},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2013.10.006},
doi = {10.1016/J.PATCOG.2013.10.006},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ReadML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/ReadAM14,
author = {Jesse Read and
Katrin Achutegui and
Joaqu{\'{\i}}n M{\'{\i}}guez},
title = {A distributed particle filter for nonlinear tracking in wireless sensor
networks},
journal = {Signal Process.},
volume = {98},
pages = {121--134},
year = {2014},
url = {https://doi.org/10.1016/j.sigpro.2013.11.020},
doi = {10.1016/J.SIGPRO.2013.11.020},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/ReadAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ReadBL14,
author = {Jesse Read and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Multi-Dimensional Classification with Super-Classes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {7},
pages = {1720--1733},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.167},
doi = {10.1109/TKDE.2013.167},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ReadBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MartinoRL14,
author = {Luca Martino and
Jesse Read and
David Luengo},
title = {Independent doubly Adaptive Rejection Metropolis Sampling},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {7998--8002},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6855158},
doi = {10.1109/ICASSP.2014.6855158},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MartinoRL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ReadPB14,
author = {Jesse Read and
Antti Puurula and
Albert Bifet},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Multi-label Classification with Meta-Labels},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {941--946},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.38},
doi = {10.1109/ICDM.2014.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ReadPB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ReadH14,
author = {Jesse Read and
Jaakko Hollm{\'{e}}n},
editor = {Hendrik Blockeel and
Matthijs van Leeuwen and
Veronica Vinciotti},
title = {A Deep Interpretation of Classifier Chains},
booktitle = {Advances in Intelligent Data Analysis {XIII} - 13th International
Symposium, {IDA} 2014, Leuven, Belgium, October 30 - November 1, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8819},
pages = {251--262},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12571-8\_22},
doi = {10.1007/978-3-319-12571-8\_22},
timestamp = {Mon, 03 Jan 2022 22:18:10 +0100},
biburl = {https://dblp.org/rec/conf/ida/ReadH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/TsoumakasPQVDPRSS14,
author = {Grigorios Tsoumakas and
Apostolos Papadopoulos and
Weining Qian and
Stavros Vologiannidis and
Alexander D'yakonov and
Antti Puurula and
Jesse Read and
Jan Svec and
Stanislav Semenov},
editor = {Boualem Benatallah and
Azer Bestavros and
Yannis Manolopoulos and
Athena Vakali and
Yanchun Zhang},
title = {{WISE} 2014 Challenge: Multi-label Classification of Print Media Articles
to Topics},
booktitle = {Web Information Systems Engineering - {WISE} 2014 - 15th International
Conference, Thessaloniki, Greece, October 12-14, 2014, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8787},
pages = {541--548},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11746-1\_40},
doi = {10.1007/978-3-319-11746-1\_40},
timestamp = {Sun, 02 Jun 2019 21:10:50 +0200},
biburl = {https://dblp.org/rec/conf/wise/TsoumakasPQVDPRSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PuurulaRB14,
author = {Antti Puurula and
Jesse Read and
Albert Bifet},
title = {Kaggle {LSHTC4} Winning Solution},
journal = {CoRR},
volume = {abs/1405.0546},
year = {2014},
url = {http://arxiv.org/abs/1405.0546},
eprinttype = {arXiv},
eprint = {1405.0546},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PuurulaRB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/MartinoR13,
author = {Luca Martino and
Jesse Read},
title = {On the flexibility of the design of multiple try Metropolis schemes},
journal = {Comput. Stat.},
volume = {28},
number = {6},
pages = {2797--2823},
year = {2013},
url = {https://doi.org/10.1007/s00180-013-0429-2},
doi = {10.1007/S00180-013-0429-2},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/MartinoR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ReadML13,
author = {Jesse Read and
Luca Martino and
David Luengo},
title = {Efficient monte carlo optimization for multi-label classifier chains},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {3457--3461},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638300},
doi = {10.1109/ICASSP.2013.6638300},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ReadML13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/BifetRPHZ13,
author = {Albert Bifet and
Jesse Read and
Bernhard Pfahringer and
Geoff Holmes and
Indre Zliobaite},
editor = {Allan Tucker and
Frank H{\"{o}}ppner and
Arno Siebes and
Stephen Swift},
title = {{CD-MOA:} Change Detection Framework for Massive Online Analysis},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8207},
pages = {92--103},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_9},
doi = {10.1007/978-3-642-41398-8\_9},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/BifetRPHZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BifetRZPH13,
author = {Albert Bifet and
Jesse Read and
Indre Zliobaite and
Bernhard Pfahringer and
Geoff Holmes},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Pitfalls in Benchmarking Data Stream Classification and How to Avoid
Them},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {465--479},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_30},
doi = {10.1007/978-3-642-40988-2\_30},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BifetRZPH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BifetPRH13,
author = {Albert Bifet and
Bernhard Pfahringer and
Jesse Read and
Geoff Holmes},
editor = {Sung Y. Shin and
Jos{\'{e}} Carlos Maldonado},
title = {Efficient data stream classification via probabilistic adaptive windows},
booktitle = {Proceedings of the 28th Annual {ACM} Symposium on Applied Computing,
{SAC} '13, Coimbra, Portugal, March 18-22, 2013},
pages = {801--806},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2480362.2480516},
doi = {10.1145/2480362.2480516},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/BifetPRH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ReadBHP12,
author = {Jesse Read and
Albert Bifet and
Geoff Holmes and
Bernhard Pfahringer},
title = {Scalable and efficient multi-label classification for evolving data
streams},
journal = {Mach. Learn.},
volume = {88},
number = {1-2},
pages = {243--272},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5279-6},
doi = {10.1007/S10994-012-5279-6},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ReadBHP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/KranenKJSBHPR12,
author = {Philipp Kranen and
Hardy Kremer and
Timm Jansen and
Thomas Seidl and
Albert Bifet and
Geoff Holmes and
Bernhard Pfahringer and
Jesse Read},
editor = {Sang{-}goo Lee and
Zhiyong Peng and
Xiaofang Zhou and
Yang{-}Sae Moon and
Rainer Unland and
Jaesoo Yoo},
title = {Stream Data Mining Using the {MOA} Framework},
booktitle = {Database Systems for Advanced Applications - 17th International Conference,
{DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7239},
pages = {309--313},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29035-0\_27},
doi = {10.1007/978-3-642-29035-0\_27},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/KranenKJSBHPR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ReadBPH12,
author = {Jesse Read and
Albert Bifet and
Bernhard Pfahringer and
Geoff Holmes},
editor = {Jaakko Hollm{\'{e}}n and
Frank Klawonn and
Allan Tucker},
title = {Batch-Incremental versus Instance-Incremental Learning in Dynamic
and Evolving Data},
booktitle = {Advances in Intelligent Data Analysis {XI} - 11th International Symposium,
{IDA} 2012, Helsinki, Finland, October 25-27, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7619},
pages = {313--323},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34156-4\_29},
doi = {10.1007/978-3-642-34156-4\_29},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/ReadBPH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-2190,
author = {Jesse Read and
Luca Martino and
David Luengo},
title = {Efficient Monte Carlo Optimization for Multi-label Classifier Chains},
journal = {CoRR},
volume = {abs/1211.2190},
year = {2012},
url = {http://arxiv.org/abs/1211.2190},
eprinttype = {arXiv},
eprint = {1211.2190},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-2190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ReadPHF11,
author = {Jesse Read and
Bernhard Pfahringer and
Geoff Holmes and
Eibe Frank},
title = {Classifier chains for multi-label classification},
journal = {Mach. Learn.},
volume = {85},
number = {3},
pages = {333--359},
year = {2011},
url = {https://doi.org/10.1007/s10994-011-5256-5},
doi = {10.1007/S10994-011-5256-5},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ReadPHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BifetHPRKKJS11,
author = {Albert Bifet and
Geoff Holmes and
Bernhard Pfahringer and
Jesse Read and
Philipp Kranen and
Hardy Kremer and
Timm Jansen and
Thomas Seidl},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {{MOA:} {A} Real-Time Analytics Open Source Framework},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6913},
pages = {617--620},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23808-6\_41},
doi = {10.1007/978-3-642-23808-6\_41},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BifetHPRKKJS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ReadBHP11,
author = {Jesse Read and
Albert Bifet and
Geoff Holmes and
Bernhard Pfahringer},
editor = {Tom Diethe and
Jos{\'{e}} L. Balc{\'{a}}zar and
John Shawe{-}Taylor and
Cristina T{\^{\i}}rnauca},
title = {Streaming Multi-label Classification},
booktitle = {Proceedings of the Second Workshop on Applications of Pattern Analysis,
{WAPA} 2011, Castro Urdiales, Spain, October 19-21, 2011},
series = {{JMLR} Proceedings},
volume = {17},
pages = {19--25},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v17/read11a/read11a.pdf},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ReadBHP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ReadPHF09,
author = {Jesse Read and
Bernhard Pfahringer and
Geoffrey Holmes and
Eibe Frank},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Classifier Chains for Multi-label Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {254--269},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_17},
doi = {10.1007/978-3-642-04174-7\_17},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ReadPHF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ReadPH08,
author = {Jesse Read and
Bernhard Pfahringer and
Geoffrey Holmes},
title = {Multi-label Classification Using Ensembles of Pruned Sets},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {995--1000},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.74},
doi = {10.1109/ICDM.2008.74},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ReadPH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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