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ORCIDBibTeX records: Luís Torgo
@article{DBLP:journals/es/PimentelAT23,
author = {Jo{\~{a}}o Pimentel and
Paulo J. Azevedo and
Lu{\'{\i}}s Torgo},
title = {Subgroup mining for performance analysis of regression models},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {40},
number = {1},
year = {2023},
url = {https://doi.org/10.1111/exsy.13118},
doi = {10.1111/EXSY.13118},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/es/PimentelAT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraTBB23,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Paula Branco and
Colin Bellinger},
title = {Automated imbalanced classification via layered learning},
journal = {Mach. Learn.},
volume = {112},
number = {6},
pages = {2083--2104},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06282-w},
doi = {10.1007/S10994-022-06282-W},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraGBT23,
author = {V{\'{\i}}tor Cerqueira and
Heitor Murilo Gomes and
Albert Bifet and
Lu{\'{\i}}s Torgo},
title = {{STUDD:} a student-teacher method for unsupervised concept drift detection},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4351--4378},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06188-7},
doi = {10.1007/S10994-022-06188-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraGBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraTS23,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
title = {Early anomaly detection in time series: a hierarchical approach for
predicting critical health episodes},
journal = {Mach. Learn.},
volume = {112},
number = {11},
pages = {4409--4430},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06300-x},
doi = {10.1007/S10994-022-06300-X},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/CerqueiraTS23,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
title = {Model Selection for Time Series Forecasting An Empirical Analysis
of Multiple Estimators},
journal = {Neural Process. Lett.},
volume = {55},
number = {7},
pages = {10073--10091},
year = {2023},
url = {https://doi.org/10.1007/s11063-023-11239-8},
doi = {10.1007/S11063-023-11239-8},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/CerqueiraTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14563,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo},
title = {Multi-output Ensembles for Multi-step Forecasting},
journal = {CoRR},
volume = {abs/2306.14563},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14563},
doi = {10.48550/ARXIV.2306.14563},
eprinttype = {arXiv},
eprint = {2306.14563},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/AlamTB22,
author = {Md. Mahbub Alam and
Lu{\'{\i}}s Torgo and
Albert Bifet},
title = {A Survey on Spatio-temporal Data Analytics Systems},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {10s},
pages = {219:1--219:38},
year = {2022},
url = {https://doi.org/10.1145/3507904},
doi = {10.1145/3507904},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/AlamTB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/CerqueiraTS22,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
title = {A case study comparing machine learning with statistical methods for
time series forecasting: size matters},
journal = {J. Intell. Inf. Syst.},
volume = {59},
number = {2},
pages = {415--433},
year = {2022},
url = {https://doi.org/10.1007/s10844-022-00713-9},
doi = {10.1007/S10844-022-00713-9},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/CerqueiraTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/AlamT22,
author = {Md. Mahbub Alam and
Lu{\'{\i}}s Torgo},
editor = {Iluju Kiringa and
S{\'{e}}bastien Gambs},
title = {A Clustering-based Approach for Predicting the Future Location of
a Vessel},
booktitle = {35th Canadian Conference on Artificial Intelligence, Toronto, Ontario,
Canada, May 30 - June 3, 2022},
publisher = {Canadian Artificial Intelligence Association},
year = {2022},
url = {https://doi.org/10.21428/594757db.9c04751a},
doi = {10.21428/594757DB.9C04751A},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ai/AlamT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lidta/MonizBTJWW22,
author = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo and
Nathalie Japkowicz and
Michal Wozniak and
Shuo Wang},
editor = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo and
Nathalie Japkowicz and
Michal Wozniak and
Shuo Wang},
title = {4th Workshop on Learning with Imbalanced Domains: Preface},
booktitle = {Fourth International Workshop on Learning with Imbalanced Domains:
Theory and Applications, {LIDTA} 2022, Grenoble, France, September
23, 2022},
series = {Proceedings of Machine Learning Research},
volume = {183},
pages = {1--7},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v183/moniz22a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/lidta/MonizBTJWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/lidta/2022,
editor = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo and
Nathalie Japkowicz and
Michal Wozniak and
Shuo Wang},
title = {Fourth International Workshop on Learning with Imbalanced Domains:
Theory and Applications, {LIDTA} 2022, Grenoble, France, September
23, 2022},
series = {Proceedings of Machine Learning Research},
volume = {183},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v183/},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lidta/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02553,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Paula Branco and
Colin Bellinger},
title = {Automated Imbalanced Classification via Layered Learning},
journal = {CoRR},
volume = {abs/2205.02553},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02553},
doi = {10.48550/ARXIV.2205.02553},
eprinttype = {arXiv},
eprint = {2205.02553},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09821,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo},
title = {Exceedance Probability Forecasting via Regression for Significant
Wave Height Forecasting},
journal = {CoRR},
volume = {abs/2206.09821},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09821},
doi = {10.48550/ARXIV.2206.09821},
eprinttype = {arXiv},
eprint = {2206.09821},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/EtemadJERTM21,
author = {Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Elham Etemad and
Jordan Rose and
Lu{\'{\i}}s Torgo and
Stan Matwin},
title = {{SWS:} an unsupervised trajectory segmentation algorithm based on
change detection with interpolation kernels},
journal = {GeoInformatica},
volume = {25},
number = {2},
pages = {269--289},
year = {2021},
url = {https://doi.org/10.1007/s10707-020-00408-9},
doi = {10.1007/S10707-020-00408-9},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/geoinformatica/EtemadJERTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/0001MTC21,
author = {Mariana Oliveira and
Nuno Moniz and
Lu{\'{\i}}s Torgo and
V{\'{\i}}tor Santos Costa},
title = {Biased resampling strategies for imbalanced spatio-temporal forecasting},
journal = {Int. J. Data Sci. Anal.},
volume = {12},
number = {3},
pages = {205--228},
year = {2021},
url = {https://doi.org/10.1007/s41060-021-00256-2},
doi = {10.1007/S41060-021-00256-2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/0001MTC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/osnm/GuimaraesFT21,
author = {Nuno Guimar{\~{a}}es and
{\'{A}}lvaro Figueira and
Lu{\'{\i}}s Torgo},
title = {Towards a pragmatic detection of unreliable accounts on social networks},
journal = {Online Soc. Networks Media},
volume = {24},
pages = {100152},
year = {2021},
url = {https://doi.org/10.1016/j.osnem.2021.100152},
doi = {10.1016/J.OSNEM.2021.100152},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/osnm/GuimaraesFT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BhattacharjeeKB21,
author = {Mayukh Bhattacharjee and
Hema Sri Kambhampati and
Paula Branco and
Lu{\'{\i}}s Torgo},
title = {Active Learning for Imbalanced Domains: the {ALOD} and {ALOD-RE} Algorithms},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564145},
doi = {10.1109/DSAA53316.2021.9564145},
timestamp = {Fri, 22 Oct 2021 15:23:43 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BhattacharjeeKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lidta/MonizBTJWW21,
author = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo and
Nathalie Japkowicz and
Michal Wozniak and
Shuo Wang},
editor = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo and
Nathalie Japkowicz and
Michal Wozniak and
Shuo Wang},
title = {3rd Workshop on Learning with Imbalanced Domains: Preface},
booktitle = {Third International Workshop on Learning with Imbalanced Domains:
Theory and Applications, {LIDTA} 2021, Bilbao, Spain, September 17,
2021},
series = {Proceedings of Machine Learning Research},
volume = {154},
pages = {1--6},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v154/moniz21a.html},
timestamp = {Tue, 01 Aug 2023 17:21:17 +0200},
biburl = {https://dblp.org/rec/conf/lidta/MonizBTJWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2021,
editor = {Carlos Soares and
Lu{\'{\i}}s Torgo},
title = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
NS, Canada, October 11-13, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12986},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88942-5},
doi = {10.1007/978-3-030-88942-5},
isbn = {978-3-030-88941-8},
timestamp = {Tue, 12 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/lidta/2021,
editor = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo and
Nathalie Japkowicz and
Michal Wozniak and
Shuo Wang},
title = {Third International Workshop on Learning with Imbalanced Domains:
Theory and Applications, {LIDTA} 2021, Bilbao, Spain, September 17,
2021},
series = {Proceedings of Machine Learning Research},
volume = {154},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v154/},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lidta/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-13433,
author = {Nuno Guimar{\~{a}}es and
{\'{A}}lvaro Figueira and
Lu{\'{\i}}s Torgo},
title = {An organized review of key factors for fake news detection},
journal = {CoRR},
volume = {abs/2102.13433},
year = {2021},
url = {https://arxiv.org/abs/2102.13433},
eprinttype = {arXiv},
eprint = {2102.13433},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-13433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00903,
author = {V{\'{\i}}tor Cerqueira and
Heitor Murilo Gomes and
Albert Bifet and
Lu{\'{\i}}s Torgo},
title = {{STUDD:} {A} Student-Teacher Method for Unsupervised Concept Drift
Detection},
journal = {CoRR},
volume = {abs/2103.00903},
year = {2021},
url = {https://arxiv.org/abs/2103.00903},
eprinttype = {arXiv},
eprint = {2103.00903},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09883,
author = {Md. Mahbub Alam and
Lu{\'{\i}}s Torgo and
Albert Bifet},
title = {A Survey on Spatio-temporal Data Analytics Systems},
journal = {CoRR},
volume = {abs/2103.09883},
year = {2021},
url = {https://arxiv.org/abs/2103.09883},
eprinttype = {arXiv},
eprint = {2103.09883},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00584,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
title = {Model Selection for Time Series Forecasting: Empirical Analysis of
Different Estimators},
journal = {CoRR},
volume = {abs/2104.00584},
year = {2021},
url = {https://arxiv.org/abs/2104.00584},
eprinttype = {arXiv},
eprint = {2104.00584},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01830,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares and
Albert Bifet},
title = {Model Compression for Dynamic Forecast Combination},
journal = {CoRR},
volume = {abs/2104.01830},
year = {2021},
url = {https://arxiv.org/abs/2104.01830},
eprinttype = {arXiv},
eprint = {2104.01830},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-08216,
author = {Lu{\'{\i}}s Torgo and
Paulo Azevedo and
In{\^{e}}s Areosa},
title = {Beyond Average Performance - exploring regions of deviating performance
for black box classification models},
journal = {CoRR},
volume = {abs/2109.08216},
year = {2021},
url = {https://arxiv.org/abs/2109.08216},
eprinttype = {arXiv},
eprint = {2109.08216},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-08216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/AreosaT20,
author = {In{\^{e}}s Areosa and
Lu{\'{\i}}s Torgo},
title = {Visual interpretation of regression error},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {37},
number = {6},
year = {2020},
url = {https://doi.org/10.1111/exsy.12621},
doi = {10.1111/EXSY.12621},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/es/AreosaT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraTM20,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Igor Mozetic},
title = {Evaluating time series forecasting models: an empirical study on performance
estimation methods},
journal = {Mach. Learn.},
volume = {109},
number = {11},
pages = {1997--2028},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05910-7},
doi = {10.1007/S10994-020-05910-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/EtemadESBMT20,
author = {Mohammad Etemad and
Zahra Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Vania Bogorny and
Stan Matwin and
Lu{\'{\i}}s Torgo},
editor = {Cyril Goutte and
Xiaodan Zhu},
title = {Wise Sliding Window Segmentation: {A} Classification-Aided Approach
for Trajectory Segmentation},
booktitle = {Advances in Artificial Intelligence - 33rd Canadian Conference on
Artificial Intelligence, Canadian {AI} 2020, Ottawa, ON, Canada, May
13-15, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12109},
pages = {208--219},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47358-7\_20},
doi = {10.1007/978-3-030-47358-7\_20},
timestamp = {Mon, 18 Dec 2023 11:22:01 +0100},
biburl = {https://dblp.org/rec/conf/ai/EtemadESBMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webist/GuimaraesFT20,
author = {Nuno Guimar{\~{a}}es and
{\'{A}}lvaro Figueira and
Lu{\'{\i}}s Torgo},
editor = {Massimo Marchiori and
Francisco Jos{\'{e}} Dom{\'{\i}}nguez Mayo and
Joaquim Filipe},
title = {Knowledge-based Reliability Metrics for Social Media Accounts},
booktitle = {Proceedings of the 16th International Conference on Web Information
Systems and Technologies, {WEBIST} 2020, Budapest, Hungary, November
3-5, 2020},
pages = {339--350},
publisher = {{SCITEPRESS}},
year = {2020},
url = {https://doi.org/10.5220/0010140403390350},
doi = {10.5220/0010140403390350},
timestamp = {Tue, 06 Jun 2023 14:58:02 +0200},
biburl = {https://dblp.org/rec/conf/webist/GuimaraesFT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10248,
author = {Mohammad Etemad and
Zahra Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Vania Bogorny and
Stan Matwin and
Lu{\'{\i}}s Torgo},
title = {Wise Sliding Window Segmentation: {A} classification-aided approach
for trajectory segmentation},
journal = {CoRR},
volume = {abs/2003.10248},
year = {2020},
url = {https://arxiv.org/abs/2003.10248},
eprinttype = {arXiv},
eprint = {2003.10248},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11595,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
title = {Early Anomaly Detection in Time Series: {A} Hierarchical Approach
for Predicting Critical Health Episodes},
journal = {CoRR},
volume = {abs/2010.11595},
year = {2020},
url = {https://arxiv.org/abs/2010.11595},
eprinttype = {arXiv},
eprint = {2010.11595},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BrancoTR19,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
title = {Pre-processing approaches for imbalanced distributions in regression},
journal = {Neurocomputing},
volume = {343},
pages = {76--99},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.11.100},
doi = {10.1016/J.NEUCOM.2018.11.100},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BrancoTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jwe/FigueiraGT19,
author = {{\'{A}}lvaro Figueira and
Nuno Guimar{\~{a}}es and
Lu{\'{\i}}s Torgo},
title = {A Brief Overview on the Strategiesto Fight Back the Spreadof False
Information},
journal = {J. Web Eng.},
volume = {18},
number = {4-6},
pages = {319--352},
year = {2019},
url = {https://doi.org/10.13052/jwe1540-9589.18463},
doi = {10.13052/JWE1540-9589.18463},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jwe/FigueiraGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CerqueiraTPS19,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
F{\'{a}}bio Pinto and
Carlos Soares},
title = {Arbitrage of forecasting experts},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {913--944},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-05774-y},
doi = {10.1007/S10994-018-05774-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CerqueiraTPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/osnm/MonizT19,
author = {Nuno Moniz and
Lu{\'{\i}}s Torgo},
title = {A review on web content popularity prediction: Issues and open challenges},
journal = {Online Soc. Networks Media},
volume = {12},
pages = {1--20},
year = {2019},
url = {https://doi.org/10.1016/j.osnem.2019.05.002},
doi = {10.1016/J.OSNEM.2019.05.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/osnm/MonizT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BellingerBT19,
author = {Colin Bellinger and
Paula Branco and
Lu{\'{\i}}s Torgo},
editor = {Petra Kralj Novak and
Tomislav Smuc and
Saso Dzeroski},
title = {The {CURE} for Class Imbalance},
booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
Croatia, October 28-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {3--17},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33778-0\_1},
doi = {10.1007/978-3-030-33778-0\_1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/BellingerBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/CerqueiraTS19,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
editor = {Petra Kralj Novak and
Tomislav Smuc and
Saso Dzeroski},
title = {Layered Learning for Early Anomaly Detection: Predicting Critical
Health Episodes},
booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
Croatia, October 28-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {445--459},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33778-0\_33},
doi = {10.1007/978-3-030-33778-0\_33},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/CerqueiraTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0001MTC19,
author = {Mariana Oliveira and
Nuno Moniz and
Lu{\'{\i}}s Torgo and
V{\'{\i}}tor Santos Costa},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {100--109},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00024},
doi = {10.1109/DSAA.2019.00024},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/0001MTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AreosaT19,
author = {In{\^{e}}s Areosa and
Lu{\'{\i}}s Torgo},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Explaining the Performance of Black Box Regression Models},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {110--118},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00025},
doi = {10.1109/DSAA.2019.00025},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AreosaT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BrancoT19,
author = {Paula Branco and
Lu{\'{\i}}s Torgo},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {A Study on the Impact of Data Characteristics in Imbalanced Regression
Tasks},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {193--202},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00034},
doi = {10.1109/DSAA.2019.00034},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BrancoT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/EtemadSMT19,
author = {Mohammad Etemad and
Am{\'{\i}}lcar Soares J{\'{u}}nior and
Stan Matwin and
Lu{\'{\i}}s Torgo},
editor = {Paolo Papotti},
title = {On Feature Selection and Evaluation of Transportation Mode Prediction
Strategies},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2019 Joint Conference,
{EDBT/ICDT} 2019, Lisbon, Portugal, March 26, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2322},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2322/BMDA\_6.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/EtemadSMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/AreosaT19,
author = {In{\^{e}}s Areosa and
Lu{\'{\i}}s Torgo},
editor = {Paulo Moura Oliveira and
Paulo Novais and
Lu{\'{\i}}s Paulo Reis},
title = {Visual Interpretation of Regression Error},
booktitle = {Progress in Artificial Intelligence, 19th {EPIA} Conference on Artificial
Intelligence, {EPIA} 2019, Vila Real, Portugal, September 3-6, 2019,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11805},
pages = {473--485},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30244-3\_39},
doi = {10.1007/978-3-030-30244-3\_39},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/epia/AreosaT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11744,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Igor Mozetic},
title = {Evaluating time series forecasting models: An empirical study on performance
estimation methods},
journal = {CoRR},
volume = {abs/1905.11744},
year = {2019},
url = {http://arxiv.org/abs/1905.11744},
eprinttype = {arXiv},
eprint = {1905.11744},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13316,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
title = {Machine Learning vs Statistical Methods for Time Series Forecasting:
Size Matters},
journal = {CoRR},
volume = {abs/1909.13316},
year = {2019},
url = {http://arxiv.org/abs/1909.13316},
eprinttype = {arXiv},
eprint = {1909.13316},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/BrancoTR18,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
title = {Resampling with neighbourhood bias on imbalanced domains},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {35},
number = {4},
year = {2018},
url = {https://doi.org/10.1111/exsy.12311},
doi = {10.1111/EXSY.12311},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/BrancoTR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BrancoTR18,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
editor = {Larisa N. Soldatova and
Joaquin Vanschoren and
George A. Papadopoulos and
Michelangelo Ceci},
title = {MetaUtil: Meta Learning for Utility Maximization in Regression},
booktitle = {Discovery Science - 21st International Conference, {DS} 2018, Limassol,
Cyprus, October 29-31, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11198},
pages = {129--143},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01771-2\_9},
doi = {10.1007/978-3-030-01771-2\_9},
timestamp = {Mon, 28 Aug 2023 21:17:13 +0200},
biburl = {https://dblp.org/rec/conf/dis/BrancoTR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/MonizT18,
author = {Nuno Moniz and
Lu{\'{\i}}s Torgo},
editor = {Dongwon Lee and
Nishanth Sastry and
Ingmar Weber},
title = {The Utility Problem of Web Content Popularity Prediction},
booktitle = {Proceedings of the 29th on Hypertext and Social Media, {HT} 2018,
Baltimore, MD, USA, July 09-12, 2018},
pages = {82--86},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209542.3209573},
doi = {10.1145/3209542.3209573},
timestamp = {Thu, 21 Jan 2021 17:36:52 +0100},
biburl = {https://dblp.org/rec/conf/ht/MonizT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/GuimaraesFT18a,
author = {Nuno Guimar{\~{a}}es and
{\'{A}}lvaro Figueira and
Lu{\'{\i}}s Torgo},
editor = {Ana L. N. Fred and
Ana Salgado and
David Aveiro and
Jan L. G. Dietz and
Jorge Bernardino and
Joaquim Filipe},
title = {Analysis and Detection of Unreliable Users in Twitter: Two Case Studies},
booktitle = {Knowledge Discovery, Knowledge Engineering and Knowledge Management
- 10th International Joint Conference, {IC3K} 2018, Seville, Spain,
September 18-20, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1222},
pages = {50--73},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-49559-6\_3},
doi = {10.1007/978-3-030-49559-6\_3},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/GuimaraesFT18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/GuimaraesFT18,
author = {Nuno Guimar{\~{a}}es and
{\'{A}}lvaro Figueira and
Lu{\'{\i}}s Torgo},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {Contributions to the Detection of Unreliable Twitter Accounts through
Analysis of Content and Behaviour},
booktitle = {Proceedings of the 10th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2018, Volume 1: KDIR, Seville, Spain, September 18-20, 2018},
pages = {90--99},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0006932800900099},
doi = {10.5220/0006932800900099},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/GuimaraesFT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TorgoMJKMB18,
author = {Lu{\'{\i}}s Torgo and
Stan Matwin and
Nathalie Japkowicz and
Bartosz Krawczyk and
Nuno Moniz and
Paula Branco},
title = {2nd Workshop on Learning with Imbalanced Domains: Preface},
booktitle = {Second International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
10, 2018},
series = {Proceedings of Machine Learning Research},
volume = {94},
pages = {1--7},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v94/torgo18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TorgoMJKMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BrancoTR18,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
title = {{REBAGG:} REsampled BAGGing for Imbalanced Regression},
booktitle = {Second International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
10, 2018},
series = {Proceedings of Machine Learning Research},
volume = {94},
pages = {67--81},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v94/branco18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BrancoTR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CerqueiraPTSM18,
author = {V{\'{\i}}tor Cerqueira and
F{\'{a}}bio Pinto and
Lu{\'{\i}}s Torgo and
Carlos Soares and
Nuno Moniz},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Constructive Aggregation and Its Application to Forecasting with Dynamic
Ensembles},
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 = {620--636},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_38},
doi = {10.1007/978-3-030-10925-7\_38},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CerqueiraPTSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0001TC18,
author = {Mariana Oliveira and
Lu{\'{\i}}s Torgo and
V{\'{\i}}tor Santos Costa},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Evaluation Procedures for Forecasting with Spatio-Temporal Data},
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 = {703--718},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_43},
doi = {10.1007/978-3-030-10925-7\_43},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/0001TC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TorgoMWMB18,
author = {Lu{\'{\i}}s Torgo and
Stan Matwin and
Gary Weiss and
Nuno Moniz and
Paula Branco},
title = {Cost-Sensitive Learning: Preface},
booktitle = {International Workshop on Cost-Sensitive Learning, COST@SDM 2018,
San Diego, California, USA, May 5, 2018},
series = {Proceedings of Machine Learning Research},
volume = {88},
pages = {1--3},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v88/torgo18a.html},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TorgoMWMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webist/FigueiraGT18,
author = {{\'{A}}lvaro Figueira and
Nuno Guimar{\~{a}}es and
Lu{\'{\i}}s Torgo},
editor = {Mar{\'{\i}}a Jos{\'{e}} Escalona and
Francisco Jos{\'{e}} Dom{\'{\i}}nguez Mayo and
Tim A. Majchrzak and
Val{\'{e}}rie Monfort},
title = {Current State of the Art to Detect Fake News in Social Media: Global
Trendings and Next Challenges},
booktitle = {Proceedings of the 14th International Conference on Web Information
Systems and Technologies, {WEBIST} 2018, Seville, Spain, September
18-20, 2018},
pages = {332--339},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0007188503320339},
doi = {10.5220/0007188503320339},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/webist/FigueiraGT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/GuimaraesTF18,
author = {Nuno Guimar{\~{a}}es and
Lu{\'{\i}}s Torgo and
{\'{A}}lvaro Figueira},
editor = {Mehmet Kaya and
Jalal Kawash and
Suheil Khoury and
Min{-}Yuh Day},
title = {Twitter as a Source for Time- and Domain-Dependent Sentiment Lexicons},
booktitle = {Social Network Based Big Data Analysis and Applications},
series = {Lecture Notes in Social Networks},
pages = {1--19},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-78196-9\_1},
doi = {10.1007/978-3-319-78196-9\_1},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lnsn/GuimaraesTF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TorgoM18,
author = {Lu{\'{\i}}s Torgo and
Nuno Moniz},
title = {News Popularity in Multiple Social Media Platforms},
publisher = {{UCI} Machine Learning Repository},
year = {2018},
month = feb,
howpublished = {\url{https://doi.org/10.24432/C5H029}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5H029},
doi = {10.24432/C5H029},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/TorgoM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-07055,
author = {Nuno Moniz and
Lu{\'{\i}}s Torgo},
title = {Multi-Source Social Feedback of Online News Feeds},
journal = {CoRR},
volume = {abs/1801.07055},
year = {2018},
url = {http://arxiv.org/abs/1801.07055},
eprinttype = {arXiv},
eprint = {1801.07055},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-07055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05160,
author = {Igor Mozetic and
Lu{\'{\i}}s Torgo and
V{\'{\i}}tor Cerqueira and
Jasmina Smailovic},
title = {How to evaluate sentiment classifiers for Twitter time-ordered data?},
journal = {CoRR},
volume = {abs/1803.05160},
year = {2018},
url = {http://arxiv.org/abs/1803.05160},
eprinttype = {arXiv},
eprint = {1803.05160},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/BaiaT17,
author = {Lu{\'{\i}}s Ba{\'{\i}}a and
Lu{\'{\i}}s Torgo},
title = {A comparative study of approaches to forecast the correct trading
actions},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {34},
number = {1},
year = {2017},
url = {https://doi.org/10.1111/exsy.12169},
doi = {10.1111/EXSY.12169},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/BaiaT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/MonizBT17,
author = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo},
title = {Resampling strategies for imbalanced time series forecasting},
journal = {Int. J. Data Sci. Anal.},
volume = {3},
number = {3},
pages = {161--181},
year = {2017},
url = {https://doi.org/10.1007/s41060-017-0044-3},
doi = {10.1007/S41060-017-0044-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/MonizBT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/MonizTEB17,
author = {Nuno Moniz and
Lu{\'{\i}}s Torgo and
Magdalini Eirinaki and
Paula Branco},
title = {A Framework for Recommendation of Highly Popular News Lacking Social
Feedback},
journal = {New Gener. Comput.},
volume = {35},
number = {4},
pages = {417--450},
year = {2017},
url = {https://doi.org/10.1007/s00354-017-0019-x},
doi = {10.1007/S00354-017-0019-X},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/MonizTEB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BrancoTRFPR17,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro and
Eibe Frank and
Bernhard Pfahringer and
Markus Michael Rau},
title = {Learning Through Utility Optimization in Regression Tasks},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {30--39},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.63},
doi = {10.1109/DSAA.2017.63},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BrancoTRFPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CerqueiraT0P17,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Mariana Oliveira and
Bernhard Pfahringer},
title = {Dynamic and Heterogeneous Ensembles for Time Series Forecasting},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {242--251},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.26},
doi = {10.1109/DSAA.2017.26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CerqueiraT0P17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CerqueiraTSM17,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Jasmina Smailovic and
Igor Mozetic},
title = {A Comparative Study of Performance Estimation Methods for Time Series
Forecasting},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {529--538},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.7},
doi = {10.1109/DSAA.2017.7},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CerqueiraTSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/BrancoTR17,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
editor = {Eug{\'{e}}nio C. Oliveira and
Jo{\~{a}}o Gama and
Zita A. Vale and
Henrique Lopes Cardoso},
title = {Exploring Resampling with Neighborhood Bias on Imbalanced Regression
Problems},
booktitle = {Progress in Artificial Intelligence - 18th {EPIA} Conference on Artificial
Intelligence, {EPIA} 2017, Porto, Portugal, September 5-8, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10423},
pages = {513--524},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-65340-2\_42},
doi = {10.1007/978-3-319-65340-2\_42},
timestamp = {Mon, 30 Nov 2020 08:47:29 +0100},
biburl = {https://dblp.org/rec/conf/epia/BrancoTR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/CerqueiraTS17,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Carlos Soares},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Arbitrated Ensemble for Solar Radiation Forecasting},
booktitle = {Advances in Computational Intelligence - 14th International Work-Conference
on Artificial Neural Networks, {IWANN} 2017, Cadiz, Spain, June 14-16,
2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10305},
pages = {720--732},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59153-7\_62},
doi = {10.1007/978-3-319-59153-7\_62},
timestamp = {Sun, 25 Oct 2020 22:36:07 +0100},
biburl = {https://dblp.org/rec/conf/iwann/CerqueiraTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/BrancoTR17,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Relevance-Based Evaluation Metrics for Multi-class Imbalanced Domains},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10234},
pages = {698--710},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57454-7\_54},
doi = {10.1007/978-3-319-57454-7\_54},
timestamp = {Mon, 16 Mar 2020 17:44:09 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/BrancoTR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TorgoKBM17,
author = {Lu{\'{\i}}s Torgo and
Bartosz Krawczyk and
Paula Branco and
Nuno Moniz},
title = {Learning with Imbalanced Domains: Preface},
booktitle = {First International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017,
Skopje, Macedonia},
series = {Proceedings of Machine Learning Research},
volume = {74},
pages = {1--6},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v74/torgo17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TorgoKBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BrancoTR17,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
title = {{SMOGN:} a Pre-processing Approach for Imbalanced Regression},
booktitle = {First International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017,
Skopje, Macedonia},
series = {Proceedings of Machine Learning Research},
volume = {74},
pages = {36--50},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v74/branco17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BrancoTR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MonizBT17,
author = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo},
title = {Evaluation of Ensemble Methods in Imbalanced Regression Tasks},
booktitle = {First International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017,
Skopje, Macedonia},
series = {Proceedings of Machine Learning Research},
volume = {74},
pages = {129--140},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v74/moniz17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MonizBT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CerqueiraTPS17,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
F{\'{a}}bio Pinto and
Carlos Soares},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Arbitrated Ensemble for Time Series Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {478--494},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_29},
doi = {10.1007/978-3-319-71246-8\_29},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CerqueiraTPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Torgo17,
author = {Lu{\'{\i}}s Torgo},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Model Trees},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {845--848},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_558},
doi = {10.1007/978-1-4899-7687-1\_558},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Torgo17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Torgo17a,
author = {Lu{\'{\i}}s Torgo},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Regression Trees},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {1080--1083},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_717},
doi = {10.1007/978-1-4899-7687-1\_717},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Torgo17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/BrancoTR16,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
title = {A Survey of Predictive Modeling on Imbalanced Domains},
journal = {{ACM} Comput. Surv.},
volume = {49},
number = {2},
pages = {31:1--31:50},
year = {2016},
url = {https://doi.org/10.1145/2907070},
doi = {10.1145/2907070},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/BrancoTR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/OliveiraTC16,
author = {Mariana Oliveira and
Lu{\'{\i}}s Torgo and
V{\'{\i}}tor Santos Costa},
editor = {Toon Calders and
Michelangelo Ceci and
Donato Malerba},
title = {Predicting Wildfires - Propositional and Relational Spatio-Temporal
Pre-processing Approaches},
booktitle = {Discovery Science - 19th International Conference, {DS} 2016, Bari,
Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9956},
pages = {183--197},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46307-0\_12},
doi = {10.1007/978-3-319-46307-0\_12},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/OliveiraTC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MonizBT16,
author = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo},
title = {Resampling Strategies for Imbalanced Time Series},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {282--291},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.37},
doi = {10.1109/DSAA.2016.37},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MonizBT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/GuimaraesTF16,
author = {Nuno Guimar{\~{a}}es and
Lu{\'{\i}}s Torgo and
{\'{A}}lvaro Figueira},
editor = {Ana L. N. Fred and
Jan L. G. Dietz and
David Aveiro and
Kecheng Liu and
Jorge Bernardino and
Joaquim Filipe},
title = {Lexicon Expansion System for Domain and Time Oriented Sentiment Analysis},
booktitle = {Proceedings of the 8th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management {(IC3K}
2016) - Volume 1: KDIR, Porto - Portugal, November 9 - 11, 2016},
pages = {463--471},
publisher = {SciTePress},
year = {2016},
url = {https://doi.org/10.5220/0006081704630471},
doi = {10.5220/0006081704630471},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/GuimaraesTF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MonizTE16,
author = {Nuno Moniz and
Lu{\'{\i}}s Torgo and
Magdalini Eirinaki},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Time-Based Ensembles for Prediction of Rare Events in News Stream},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {1066--1073},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0154},
doi = {10.1109/ICDMW.2016.0154},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MonizTE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrancoRT16,
author = {Paula Branco and
Rita P. Ribeiro and
Lu{\'{\i}}s Torgo},
title = {{UBL:} an {R} package for Utility-based Learning},
journal = {CoRR},
volume = {abs/1604.08079},
year = {2016},
url = {http://arxiv.org/abs/1604.08079},
eprinttype = {arXiv},
eprint = {1604.08079},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrancoRT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MonizTV16,
author = {Nuno Moniz and
Lu{\'{\i}}s Torgo and
Jo{\~{a}}o Vinagre},
title = {Data-Driven Relevance Judgments for Ranking Evaluation},
journal = {CoRR},
volume = {abs/1612.06136},
year = {2016},
url = {http://arxiv.org/abs/1612.06136},
eprinttype = {arXiv},
eprint = {1612.06136},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MonizTV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/TorgoBRP15,
author = {Lu{\'{\i}}s Torgo and
Paula Branco and
Rita P. Ribeiro and
Bernhard Pfahringer},
title = {Resampling strategies for regression},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {32},
number = {3},
pages = {465--476},
year = {2015},
url = {https://doi.org/10.1111/exsy.12081},
doi = {10.1111/EXSY.12081},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/TorgoBRP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/BaiaT15,
author = {Lu{\'{\i}}s Ba{\'{\i}}a and
Lu{\'{\i}}s Torgo},
editor = {Francisco C. Pereira and
Penousal Machado and
Ernesto Costa and
Am{\'{\i}}lcar Cardoso},
title = {Forecasting the Correct Trading Actions},
booktitle = {Progress in Artificial Intelligence - 17th Portuguese Conference on
Artificial Intelligence, {EPIA} 2015, Coimbra, Portugal, September
8-11, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9273},
pages = {560--571},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23485-4\_55},
doi = {10.1007/978-3-319-23485-4\_55},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/BaiaT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/NezvalovaPTV15,
author = {Leona Nezvalov{\'{a}} and
Lubos Popel{\'{\i}}nsk{\'{y}} and
Lu{\'{\i}}s Torgo and
Karel Vacul{\'{\i}}k},
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {Class-Based Outlier Detection: Staying Zombies or Awaiting for Resurrection?},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9385},
pages = {193--204},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_17},
doi = {10.1007/978-3-319-24465-5\_17},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/NezvalovaPTV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrancoTR15,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
title = {A Survey of Predictive Modelling under Imbalanced Distributions},
journal = {CoRR},
volume = {abs/1505.01658},
year = {2015},
url = {http://arxiv.org/abs/1505.01658},
eprinttype = {arXiv},
eprint = {1505.01658},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrancoTR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MonizT15,
author = {Nuno Moniz and
Lu{\'{\i}}s Torgo},
title = {Socially Driven News Recommendation},
journal = {CoRR},
volume = {abs/1506.01743},
year = {2015},
url = {http://arxiv.org/abs/1506.01743},
eprinttype = {arXiv},
eprint = {1506.01743},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MonizT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/OliveiraT14,
author = {Mariana Oliveira and
Lu{\'{\i}}s Torgo},
editor = {Dinh Q. Phung and
Hang Li},
title = {Ensembles for Time Series Forecasting},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/oliveira14.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/OliveiraT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/MonizTR14,
author = {Nuno Moniz and
Lu{\'{\i}}s Torgo and
F{\'{a}}tima Rodrigues},
editor = {Hendrik Blockeel and
Matthijs van Leeuwen and
Veronica Vinciotti},
title = {Resampling Approaches to Improve News Importance Prediction},
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 = {215--226},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12571-8\_19},
doi = {10.1007/978-3-319-12571-8\_19},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/MonizTR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VanschorenRBT14,
author = {Joaquin Vanschoren and
Jan N. van Rijn and
Bernd Bischl and
Lu{\'{\i}}s Torgo},
title = {OpenML: networked science in machine learning},
journal = {CoRR},
volume = {abs/1407.7722},
year = {2014},
url = {http://arxiv.org/abs/1407.7722},
eprinttype = {arXiv},
eprint = {1407.7722},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VanschorenRBT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Torgo14,
author = {Lu{\'{\i}}s Torgo},
title = {An Infra-Structure for Performance Estimation and Experimental Comparison
of Predictive Models in {R}},
journal = {CoRR},
volume = {abs/1412.0436},
year = {2014},
url = {http://arxiv.org/abs/1412.0436},
eprinttype = {arXiv},
eprint = {1412.0436},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Torgo14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/VanschorenRBT13,
author = {Joaquin Vanschoren and
Jan N. van Rijn and
Bernd Bischl and
Lu{\'{\i}}s Torgo},
title = {OpenML: networked science in machine learning},
journal = {{SIGKDD} Explor.},
volume = {15},
number = {2},
pages = {49--60},
year = {2013},
url = {https://doi.org/10.1145/2641190.2641198},
doi = {10.1145/2641190.2641198},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/VanschorenRBT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/TorgoRPB13,
author = {Lu{\'{\i}}s Torgo and
Rita P. Ribeiro and
Bernhard Pfahringer and
Paula Branco},
editor = {Lu{\'{\i}}s Correia and
Lu{\'{\i}}s Paulo Reis and
Jos{\'{e}} Cascalho},
title = {{SMOTE} for Regression},
booktitle = {Progress in Artificial Intelligence - 16th Portuguese Conference on
Artificial Intelligence, {EPIA} 2013, Angra do Hero{\'{\i}}smo,
Azores, Portugal, September 9-12, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8154},
pages = {378--389},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40669-0\_33},
doi = {10.1007/978-3-642-40669-0\_33},
timestamp = {Thu, 20 Jan 2022 14:32:12 +0100},
biburl = {https://dblp.org/rec/conf/epia/TorgoRPB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RijnBTGUFWWBV13,
author = {Jan N. van Rijn and
Bernd Bischl and
Lu{\'{\i}}s Torgo and
Bo Gao and
Venkatesh Umaashankar and
Simon Fischer and
Patrick Winter and
Bernd Wiswedel and
Michael R. Berthold and
Joaquin Vanschoren},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {OpenML: {A} Collaborative Science Platform},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {645--649},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_46},
doi = {10.1007/978-3-642-40994-3\_46},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RijnBTGUFWWBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcsa/DruryTA12,
author = {Brett Drury and
Lu{\'{\i}}s Torgo and
Jos{\'{e}} Jo{\~{a}}o Almeida},
title = {Classifying News Stories with a Constrained Learning Strategy to Estimate
the Direction of a Market Index},
journal = {Int. J. Comput. Sci. Appl.},
volume = {9},
number = {1},
pages = {1--22},
year = {2012},
url = {http://www.tmrfindia.org/ijcsa/v9i11.pdf},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcsa/DruryTA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/OhashiT12,
author = {Orlando Ohashi and
Lu{\'{\i}}s Torgo},
editor = {Luc De Raedt and
Christian Bessiere and
Didier Dubois and
Patrick Doherty and
Paolo Frasconi and
Fredrik Heintz and
Peter J. F. Lucas},
title = {Wind speed forecasting using spatio-temporal indicators},
booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence.
Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)}
System Demonstrations Track, Montpellier, France, August 27-31 , 2012},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {242},
pages = {975--980},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-098-7-975},
doi = {10.3233/978-1-61499-098-7-975},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/OhashiT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OhashiT12,
author = {Orlando Ohashi and
Lu{\'{\i}}s Torgo},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Spatial Interpolation Using Multiple Regression},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {1044--1049},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.48},
doi = {10.1109/ICDM.2012.48},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OhashiT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TorgoL11,
author = {Lu{\'{\i}}s Torgo and
Elsa Lopes},
editor = {Toby Walsh},
title = {Utility-Based Fraud Detection},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1517--1522},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-255},
doi = {10.5591/978-1-57735-516-8/IJCAI11-255},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TorgoL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TorgoO11,
author = {Lu{\'{\i}}s Torgo and
Orlando Ohashi},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {2D-interval predictions for time series},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {787--794},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020546},
doi = {10.1145/2020408.2020546},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TorgoO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/DruryDT11,
author = {Brett Drury and
Ga{\"{e}}l Dias and
Lu{\'{\i}}s Torgo},
editor = {Galia Angelova and
Kalina Bontcheva and
Ruslan Mitkov and
Nicolas Nicolov},
title = {A Contextual Classification Strategy for Polarity Analysis of Direct
Quotations from Financial News},
booktitle = {Recent Advances in Natural Language Processing, {RANLP} 2011, 12-14
September, 2011, Hissar, Bulgaria},
pages = {434--440},
publisher = {{RANLP} 2011 Organising Committee},
year = {2011},
url = {https://aclanthology.org/R11-1060/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ranlp/DruryDT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/crc/Torgo2010,
author = {Lu{\'{\i}}s Torgo},
title = {Data Mining with {R:} Learning with Case Studies},
publisher = {Chapman and Hall/CRC Press},
year = {2010},
url = {http://www.crcpress.com/product/isbn/9781439810187},
isbn = {9781439810187},
timestamp = {Wed, 03 Dec 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/Torgo2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/OhashiTR10,
author = {Orlando Ohashi and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Interval Forecast of Water Quality Parameters},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {283--288},
publisher = {{IOS} Press},
year = {2010},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=17758},
timestamp = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/OhashiTR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/TorgoS10,
author = {Lu{\'{\i}}s Torgo and
Carlos Soares},
editor = {Carlos Soares and
Rayid Ghani},
title = {Resource-bounded Outlier Detection using Clustering Methods},
booktitle = {Data Mining for Business Applications},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {218},
pages = {84--98},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-633-1-84},
doi = {10.3233/978-1-60750-633-1-84},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/faia/TorgoS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Torgo10,
author = {Lu{\'{\i}}s Torgo},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Model Trees},
booktitle = {Encyclopedia of Machine Learning},
pages = {684--686},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_553},
doi = {10.1007/978-0-387-30164-8\_553},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Torgo10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Torgo10a,
author = {Lu{\'{\i}}s Torgo},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Regression Trees},
booktitle = {Encyclopedia of Machine Learning},
pages = {842--845},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_711},
doi = {10.1007/978-0-387-30164-8\_711},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Torgo10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/TorgoR09,
author = {Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
editor = {Jo{\~{a}}o Gama and
V{\'{\i}}tor Santos Costa and
Al{\'{\i}}pio M{\'{a}}rio Jorge and
Pavel Brazdil},
title = {Precision and Recall for Regression},
booktitle = {Discovery Science, 12th International Conference, {DS} 2009, Porto,
Portugal, October 3-5, 2009},
series = {Lecture Notes in Computer Science},
volume = {5808},
pages = {332--346},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04747-3\_26},
doi = {10.1007/978-3-642-04747-3\_26},
timestamp = {Mon, 30 Nov 2020 08:47:30 +0100},
biburl = {https://dblp.org/rec/conf/dis/TorgoR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/TorgoPS09,
author = {Lu{\'{\i}}s Torgo and
Welma Pereira and
Carlos Soares},
editor = {Lu{\'{\i}}s Seabra Lopes and
Nuno Lau and
Pedro Mariano and
Luis M. Rocha},
title = {Detecting Errors in Foreign Trade Transactions: Dealing with Insufficient
Data},
booktitle = {Progress in Artificial Intelligence, 14th Portuguese Conference on
Artificial Intelligence, {EPIA} 2009, Aveiro, Portugal, October 12-15,
2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5816},
pages = {435--446},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04686-5\_36},
doi = {10.1007/978-3-642-04686-5\_36},
timestamp = {Sun, 02 Oct 2022 16:00:30 +0200},
biburl = {https://dblp.org/rec/conf/epia/TorgoPS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/Torgo07,
author = {Lu{\'{\i}}s Torgo},
editor = {Jos{\'{e}} Neves and
Manuel Filipe Santos and
Jos{\'{e}} Machado},
title = {Resource-Bounded Fraud Detection},
booktitle = {Progress in Artificial Intelligence, 13th Portuguese Conference on
Aritficial Intelligence, {EPIA} 2007, Workshops: GAIW, AIASTS, ALEA,
AMITA, BAOSW, BI, CMBSB, IROBOT, MASTA, STCS, and TEMA, Guimar{\~{a}}es,
Portugal, December 3-7, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4874},
pages = {449--460},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77002-2\_38},
doi = {10.1007/978-3-540-77002-2\_38},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/Torgo07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TorgoR07,
author = {Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Utility-Based Regression},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {597--604},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_63},
doi = {10.1007/978-3-540-74976-9\_63},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TorgoR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdar/SilvaJT06,
author = {Ana Costa e Silva and
Al{\'{\i}}pio M{\'{a}}rio Jorge and
Lu{\'{\i}}s Torgo},
title = {Design of an end-to-end method to extract information from tables},
journal = {Int. J. Document Anal. Recognit.},
volume = {8},
number = {2-3},
pages = {144--171},
year = {2006},
url = {https://doi.org/10.1007/s10032-005-0001-x},
doi = {10.1007/S10032-005-0001-X},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdar/SilvaJT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/RibeiroT06,
author = {Rita P. Ribeiro and
Lu{\'{\i}}s Torgo},
editor = {Ljupco Todorovski and
Nada Lavrac and
Klaus P. Jantke},
title = {Rule-Based Prediction of Rare Extreme Values},
booktitle = {Discovery Science, 9th International Conference, {DS} 2006, Barcelona,
Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4265},
pages = {219--230},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893318\_23},
doi = {10.1007/11893318\_23},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/RibeiroT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/TorgoR06,
author = {Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Predicting Rare Extreme Values},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {816--820},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_95},
doi = {10.1007/11731139\_95},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/TorgoR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/TorgoM05,
author = {Lu{\'{\i}}s Torgo and
Joana Marques},
editor = {Carlos Bento and
Am{\'{\i}}lcar Cardoso and
Ga{\"{e}}l Dias},
title = {Adapting Peepholing to Regression Trees},
booktitle = {Progress in Artificial Intelligence, 12th Portuguese Conference on
Artificial Intelligence, {EPIA} 2005, Covilh{\~{a}}, Portugal, December
5-8, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3808},
pages = {293--303},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11595014\_30},
doi = {10.1007/11595014\_30},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/TorgoM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Torgo05,
author = {Lu{\'{\i}}s Torgo},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Regression error characteristic surfaces},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {697--702},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081959},
doi = {10.1145/1081870.1081959},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Torgo05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2005,
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096},
doi = {10.1007/11564096},
isbn = {3-540-29243-8},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2005,
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126},
doi = {10.1007/11564126},
isbn = {3-540-29244-6},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TorgoC03,
author = {Lu{\'{\i}}s Torgo and
Joaquim Pinto da Costa},
title = {Clustered Partial Linear Regression},
journal = {Mach. Learn.},
volume = {50},
number = {3},
pages = {303--319},
year = {2003},
url = {https://doi.org/10.1023/A:1021770020534},
doi = {10.1023/A:1021770020534},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TorgoC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/RibeiroT03,
author = {Rita P. Ribeiro and
Lu{\'{\i}}s Torgo},
editor = {Fernando Moura{-}Pires and
Salvador Abreu},
title = {Predicting Harmful Algae Blooms},
booktitle = {Progress in Artificial Intelligence, 11th Protuguese Conference on
Artificial Intelligence, {EPIA} 2003, Beja, Portugal, December 4-7,
2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2902},
pages = {308--312},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24580-3\_36},
doi = {10.1007/978-3-540-24580-3\_36},
timestamp = {Sun, 02 Jun 2019 21:25:42 +0200},
biburl = {https://dblp.org/rec/conf/epia/RibeiroT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/SilvaJT03,
author = {Ana Costa e Silva and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
editor = {Fernando Moura{-}Pires and
Salvador Abreu},
title = {Automatic Selection of Table Areas in Documents for Information Extraction},
booktitle = {Progress in Artificial Intelligence, 11th Protuguese Conference on
Artificial Intelligence, {EPIA} 2003, Beja, Portugal, December 4-7,
2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2902},
pages = {460--465},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24580-3\_54},
doi = {10.1007/978-3-540-24580-3\_54},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/epia/SilvaJT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TorgoR03,
author = {Lu{\'{\i}}s Torgo and
Rita P. Ribeiro},
editor = {Nada Lavrac and
Dragan Gamberger and
Hendrik Blockeel and
Ljupco Todorovski},
title = {Predicting Outliers},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2838},
pages = {447--458},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39804-2\_40},
doi = {10.1007/978-3-540-39804-2\_40},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TorgoR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/Torgo01,
author = {Lu{\'{\i}}s Torgo},
editor = {Pavel Brazdil and
Al{\'{\i}}pio Jorge},
title = {A Study on End-Cut Preference in Least Squares Regression Trees},
booktitle = {Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent
Systems, Logic Programming and Constraint Solving, 10th Portuguese
Conference on Artificial Intelligence, {EPIA} 2001, Porto, Portugal,
December 17-20, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2258},
pages = {104--115},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45329-6\_14},
doi = {10.1007/3-540-45329-6\_14},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/Torgo01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/AlmeidaT01,
author = {Pedro de Almeida and
Lu{\'{\i}}s Torgo},
editor = {Pavel Brazdil and
Al{\'{\i}}pio Jorge},
title = {The Use of Domain Knowledge in Feature Construction for Financial
Time Series Prediction},
booktitle = {Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent
Systems, Logic Programming and Constraint Solving, 10th Portuguese
Conference on Artificial Intelligence, {EPIA} 2001, Porto, Portugal,
December 17-20, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2258},
pages = {116--129},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45329-6\_15},
doi = {10.1007/3-540-45329-6\_15},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/epia/AlmeidaT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/Torgo00,
author = {Lu{\'{\i}}s Torgo},
title = {Thesis: Inductive learning to tree-based regression models},
journal = {{AI} Commun.},
volume = {13},
number = {2},
pages = {137--138},
year = {2000},
url = {http://content.iospress.com/articles/ai-communications/aic210},
timestamp = {Fri, 15 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/Torgo00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TorgoC00,
author = {Lu{\'{\i}}s Torgo and
Joaquim Pinto da Costa},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Enric Plaza},
title = {Clustered Partial Linear Regression},
booktitle = {Machine Learning: {ECML} 2000, 11th European Conference on Machine
Learning, Barcelona, Catalonia, Spain, May 31 - June 2, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1810},
pages = {426--436},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45164-1\_43},
doi = {10.1007/3-540-45164-1\_43},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/TorgoC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Torgo00,
author = {Lu{\'{\i}}s Torgo},
editor = {Pat Langley},
title = {Partial Linear Trees},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {1007--1014},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/Torgo00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Torgo00,
author = {Lu{\'{\i}}s Torgo},
editor = {Takao Terano and
Huan Liu and
Arbee L. P. Chen},
title = {Efficient and Comprehensible Local Regression},
booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1805},
pages = {376--379},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45571-X\_44},
doi = {10.1007/3-540-45571-X\_44},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Torgo00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Torgo98,
author = {Lu{\'{\i}}s Torgo},
editor = {Claire Nedellec and
C{\'{e}}line Rouveirol},
title = {Error Estimators for Pruning Regression Trees},
booktitle = {Machine Learning: ECML-98, 10th European Conference on Machine Learning,
Chemnitz, Germany, April 21-23, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1398},
pages = {125--130},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0026681},
doi = {10.1007/BFB0026681},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Torgo98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/GamaTS98,
author = {Jo{\~{a}}o Gama and
Lu{\'{\i}}s Torgo and
Carlos Soares},
editor = {Helder Coelho},
title = {Dynamic Discretization of Continuous Attributes},
booktitle = {Progress in Artificial Intelligence - {IBERAMIA} 98, 6th Ibero-American
Conference on AI, Lisbon, Portugal, October 5-9, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1484},
pages = {160--169},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-49795-1\_14},
doi = {10.1007/3-540-49795-1\_14},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/GamaTS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/TorgoG97,
author = {Lu{\'{\i}}s Torgo and
Jo{\~{a}}o Gama},
title = {Regression Using Classification Algorithms},
journal = {Intell. Data Anal.},
volume = {1},
number = {1-4},
pages = {275--292},
year = {1997},
url = {https://doi.org/10.1016/S1088-467X(97)00013-9},
doi = {10.1016/S1088-467X(97)00013-9},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/TorgoG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TorgoG97,
author = {Lu{\'{\i}}s Torgo and
Jo{\~{a}}o Gama},
editor = {Maarten van Someren and
Gerhard Widmer},
title = {Search-Based Class Discretization},
booktitle = {Machine Learning: ECML-97, 9th European Conference on Machine Learning,
Prague, Czech Republic, April 23-25, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1224},
pages = {266--273},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-62858-4\_91},
doi = {10.1007/3-540-62858-4\_91},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/TorgoG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Torgo97,
author = {Lu{\'{\i}}s Torgo},
editor = {Douglas H. Fisher},
title = {Functional Models for Regression Tree Leaves},
booktitle = {Proceedings of the Fourteenth International Conference on Machine
Learning {(ICML} 1997), Nashville, Tennessee, USA, July 8-12, 1997},
pages = {385--393},
publisher = {Morgan Kaufmann},
year = {1997},
timestamp = {Wed, 04 Dec 2002 12:34:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/Torgo97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/TorgoG96,
author = {Lu{\'{\i}}s Torgo and
Jo{\~{a}}o Gama},
editor = {D{\'{\i}}bio Leandro Borges and
Celso A. A. Kaestner},
title = {Regression by Classification},
booktitle = {Advances in Artificial Intelligence, 13th Brazilian Symposium on Artificial
Intelligence, {SBIA} '96, Curitiba, Brazil, October 23-25, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1159},
pages = {51--60},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61859-7\_6},
doi = {10.1007/3-540-61859-7\_6},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbia/TorgoG96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Torgo93,
author = {Lu{\'{\i}}s Torgo},
editor = {Pavel Brazdil},
title = {Controlled Redundancy in Incremental Rule Learning},
booktitle = {Machine Learning: ECML-93, European Conference on Machine Learning,
Vienna, Austria, April 5-7, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {667},
pages = {185--195},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-56602-3\_136},
doi = {10.1007/3-540-56602-3\_136},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Torgo93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Torgo93a,
author = {Lu{\'{\i}}s Torgo},
editor = {Pavel Brazdil},
title = {Rule Combination in Inductive Learning},
booktitle = {Machine Learning: ECML-93, European Conference on Machine Learning,
Vienna, Austria, April 5-7, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {667},
pages = {384--389},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-56602-3\_155},
doi = {10.1007/3-540-56602-3\_155},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Torgo93a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrazdilGSTV91,
author = {Pavel Brazdil and
Matjaz Gams and
Sati S. Sian and
Lu{\'{\i}}s Torgo and
Walter Van de Velde},
editor = {Yves Kodratoff},
title = {Panel: Learning in Distributed Systems and Multi-Agent Environments},
booktitle = {Machine Learning - EWSL-91, European Working Session on Learning,
Porto, Portugal, March 6-8, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {482},
pages = {412--423},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/BFb0017034},
doi = {10.1007/BFB0017034},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrazdilGSTV91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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