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BibTeX records: Luís Torgo
@inproceedings{DBLP:conf/kdd/RoqueST24, author = {Luis Roque and Carlos Soares and Lu{\'{\i}}s Torgo}, editor = {Ricardo Baeza{-}Yates and Francesco Bonchi}, title = {RHiOTS: {A} Framework for Evaluating Hierarchical Time Series Forecasting Algorithms}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, pages = {2491--2499}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3637528.3672062}, doi = {10.1145/3637528.3672062}, timestamp = {Fri, 20 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/RoqueST24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2408-03399, author = {Luis Roque and Carlos Soares and Lu{\'{\i}}s Torgo}, title = {RHiOTS: {A} Framework for Evaluating Hierarchical Time Series Forecasting Algorithms}, journal = {CoRR}, volume = {abs/2408.03399}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2408.03399}, doi = {10.48550/ARXIV.2408.03399}, eprinttype = {arXiv}, eprint = {2408.03399}, timestamp = {Thu, 12 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2408-03399.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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} }
@proceedings{DBLP:conf/lidta/2023, editor = {Nuno Moniz and Paula Branco and Lu{\'{\i}}s Torgo and Nathalie Japkowicz and Michal Wozniak and Shuo Wang}, title = {Fifth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 18 September 2023, LIDTA@ECML-PKDD, Turin, Italy}, series = {Proceedings of Machine Learning Research}, volume = {241}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v241/}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lidta/2023.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 = {Tue, 02 Jul 2024 01:00:00 +0200}, 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 = {Tue, 02 Jul 2024 01:00:00 +0200}, 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 = {Tue, 02 Jul 2024 01:00:00 +0200}, 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 = {Tue, 02 Jul 2024 01:00:00 +0200}, 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 = {Tue, 18 Jun 2024 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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