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BibTeX records: Pavel Brazdil
@article{DBLP:journals/thms/CorreiaGPFPTBSGJ23, author = {Ant{\'{o}}nio Correia and Diogo Guimar{\~{a}}es and Hugo Paredes and Benjamim Fonseca and Dennis Paulino and Lu{\'{\i}}s Trigo and Pavel Brazdil and Daniel Schneider and Andrea Grover and Shoaib Jameel}, title = {NLP-Crowdsourcing Hybrid Framework for Inter-Researcher Similarity Detection}, journal = {{IEEE} Trans. Hum. Mach. Syst.}, volume = {53}, number = {6}, pages = {1017--1026}, year = {2023}, url = {https://doi.org/10.1109/THMS.2023.3319290}, doi = {10.1109/THMS.2023.3319290}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/thms/CorreiaGPFPTBSGJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/FreitasBS23, author = {Fernando Freitas and Pavel Brazdil and Carlos Soares}, editor = {Albert Bifet and Ana Carolina Lorena and Rita P. Ribeiro and Jo{\~{a}}o Gama and Pedro H. Abreu}, title = {Exploring the Reduction of Configuration Spaces of Workflows}, booktitle = {Discovery Science - 26th International Conference, {DS} 2023, Porto, Portugal, October 9-11, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14276}, pages = {33--47}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-45275-8\_3}, doi = {10.1007/978-3-031-45275-8\_3}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dis/FreitasBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/MuhammadAAOAYAB23, author = {Shamsuddeen Hassan Muhammad and Idris Abdulmumin and Abinew Ali Ayele and Nedjma Ousidhoum and David Ifeoluwa Adelani and Seid Muhie Yimam and Ibrahim Said Ahmad and Meriem Beloucif and Saif M. Mohammad and Sebastian Ruder and Oumaima Hourrane and Al{\'{\i}}pio Jorge and Pavel Brazdil and Felermino D{\'{a}}rio M{\'{a}}rio Ant{\'{o}}nio Ali and Davis David and Salomey Osei and Bello Shehu Bello and Falalu Ibrahim Lawan and Tajuddeen Gwadabe and Samuel Rutunda and Tadesse Destaw Belay and Wendimu Baye Messelle and Hailu Beshada Balcha and Sisay Adugna Chala and Hagos Tesfahun Gebremichael and Bernard Opoku and Stephen Arthur}, editor = {Houda Bouamor and Juan Pino and Kalika Bali}, title = {AfriSenti: {A} Twitter Sentiment Analysis Benchmark for African Languages}, booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023}, pages = {13968--13981}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.emnlp-main.862}, doi = {10.18653/V1/2023.EMNLP-MAIN.862}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/MuhammadAAOAYAB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/epia/MuhammadBJ23, author = {Shamsuddeen Hassan Muhammad and Pavel Brazdil and Al{\'{\i}}pio Jorge}, editor = {Nuno Moniz and Zita Vale and Jos{\'{e}} Cascalho and Catarina Silva and Raquel Sebasti{\~{a}}o}, title = {Symbolic Versus Deep Learning Techniques for Explainable Sentiment Analysis}, booktitle = {Progress in Artificial Intelligence - 22nd {EPIA} Conference on Artificial Intelligence, {EPIA} 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14115}, pages = {415--427}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-49008-8\_33}, doi = {10.1007/978-3-031-49008-8\_33}, timestamp = {Thu, 04 Jan 2024 08:13:44 +0100}, biburl = {https://dblp.org/rec/conf/epia/MuhammadBJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/faia/MuhammadBJ23, author = {Shamsuddeen Hassan Muhammad and Pavel Brazdil and Al{\'{\i}}pio Jorge}, editor = {Pascal Hitzler and Md. Kamruzzaman Sarker and Aaron Eberhart}, title = {Combining Symbolic and Deep Learning Approaches for Sentiment Analysis}, booktitle = {Compendium of Neurosymbolic Artificial Intelligence}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {369}, pages = {506--521}, publisher = {{IOS} Press}, year = {2023}, url = {https://doi.org/10.3233/FAIA230155}, doi = {10.3233/FAIA230155}, timestamp = {Mon, 05 Feb 2024 20:35:57 +0100}, biburl = {https://dblp.org/rec/series/faia/MuhammadBJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-08956, author = {Shamsuddeen Hassan Muhammad and Idris Abdulmumin and Abinew Ali Ayele and Nedjma Ousidhoum and David Ifeoluwa Adelani and Seid Muhie Yimam and Ibrahim Said Ahmad and Meriem Beloucif and Saif M. Mohammad and Sebastian Ruder and Oumaima Hourrane and Pavel Brazdil and Felermino D{\'{a}}rio M{\'{a}}rio Ant{\'{o}}nio Ali and Davis David and Salomey Osei and Bello Shehu Bello and Falalu Ibrahim and Tajuddeen Gwadabe and Samuel Rutunda and Tadesse Destaw Belay and Wendimu Baye Messelle and Hailu Beshada Balcha and Sisay Adugna Chala and Hagos Tesfahun Gebremichael and Bernard Opoku and Steven Arthur}, title = {AfriSenti: {A} Twitter Sentiment Analysis Benchmark for African Languages}, journal = {CoRR}, volume = {abs/2302.08956}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.08956}, doi = {10.48550/ARXIV.2302.08956}, eprinttype = {arXiv}, eprint = {2302.08956}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-08956.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aepia/MuhongoBS22, author = {Tim{\'{o}}teo Muhongo and Pavel Brazdil and F{\'{a}}tima Silva}, title = {Detection of Loanwords in Angolan Portuguese: {A} Text Mining Approach}, journal = {Inteligencia Artif.}, volume = {25}, number = {69}, pages = {87--106}, year = {2022}, url = {https://doi.org/10.4114/intartif.vol25iss69pp87-106}, doi = {10.4114/INTARTIF.VOL25ISS69PP87-106}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aepia/MuhongoBS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/BrazdilRGM22, author = {Pavel Brazdil and Jan N. van Rijn and Henry Gouk and Felix Mohr}, editor = {Pavel Brazdil and Jan N. van Rijn and Henry Gouk and Felix Mohr}, title = {Advances in Metalearning: {ECML/PKDD} Workshop on Meta-Knowledge Transfer}, booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022, Grenoble, France}, series = {Proceedings of Machine Learning Research}, volume = {191}, pages = {1--7}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v191/brazdil22a.html}, timestamp = {Mon, 04 Sep 2023 17:13:09 +0200}, biburl = {https://dblp.org/rec/conf/ecml/BrazdilRGM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/HetlerovicPBSF22, author = {Dusan Hetlerovic and Lubos Popel{\'{\i}}nsk{\'{y}} and Pavel Brazdil and Carlos Soares and Fernando Freitas}, editor = {Tassadit Bouadi and {\'{E}}lisa Fromont and Eyke H{\"{u}}llermeier}, title = {On Usefulness of Outlier Elimination in Classification Tasks}, booktitle = {Advances in Intelligent Data Analysis {XX} - 20th International Symposium on Intelligent Data Analysis, {IDA} 2022, Rennes, France, April 20-22, 2022, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13205}, pages = {143--156}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-01333-1\_12}, doi = {10.1007/978-3-031-01333-1\_12}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/HetlerovicPBSF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ecml/2022metaknow, editor = {Pavel Brazdil and Jan N. van Rijn and Henry Gouk and Felix Mohr}, title = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022, Grenoble, France}, series = {Proceedings of Machine Learning Research}, volume = {191}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v191/}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/2022metaknow.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-08277, author = {Shamsuddeen Hassan Muhammad and David Ifeoluwa Adelani and Sebastian Ruder and Ibrahim Said Ahmad and Idris Abdulmumin and Bello Shehu Bello and Monojit Choudhury and Chris Chinenye Emezue and Saheed Abdullahi Salahudeen and Aremu Anuoluwapo and Al{\'{\i}}pio Jeorge and Pavel Brazdil}, title = {NaijaSenti: {A} Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis}, journal = {CoRR}, volume = {abs/2201.08277}, year = {2022}, url = {https://arxiv.org/abs/2201.08277}, eprinttype = {arXiv}, eprint = {2201.08277}, timestamp = {Tue, 01 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-08277.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-02632, author = {Rui Portocarrero Sarmento and Douglas de O. Cardoso and Jo{\~{a}}o Gama and Pavel Brazdil}, title = {Contextualization for the Organization of Text Documents Streams}, journal = {CoRR}, volume = {abs/2206.02632}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.02632}, doi = {10.48550/ARXIV.2206.02632}, eprinttype = {arXiv}, eprint = {2206.02632}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-02632.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/snam/SarmentoCDBG21, author = {Rui Portocarrero Sarmento and Douglas de O. Cardoso and Kemmily Dearo and Pavel Brazdil and Jo{\~{a}}o Gama}, title = {Text documents streams with improved incremental similarity}, journal = {Soc. Netw. Anal. Min.}, volume = {11}, number = {1}, pages = {113}, year = {2021}, url = {https://doi.org/10.1007/s13278-021-00826-z}, doi = {10.1007/S13278-021-00826-Z}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/snam/SarmentoCDBG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LeiteB21, author = {Rui Leite and Pavel Brazdil}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Exploiting Performance-based Similarity between Datasets in Metalearning}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {90--99}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/leite21a.html}, timestamp = {Fri, 15 Jul 2022 14:51:04 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LeiteB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichms/GuimaraesPCTBP21, author = {Diogo Guimar{\~{a}}es and Dennis Paulino and Ant{\'{o}}nio Correia and Lu{\'{\i}}s Trigo and Pavel Brazdil and Hugo Paredes}, title = {Towards a Human-AI Hybrid Framework for Inter-Researcher Similarity Detection}, booktitle = {2nd {IEEE} International Conference on Human-Machine Systems, {ICHMS} 2021, Magdeburg, Germany, September 8-10, 2021}, pages = {1--4}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICHMS53169.2021.9582633}, doi = {10.1109/ICHMS53169.2021.9582633}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichms/GuimaraesPCTBP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/MuhammadBJ20, author = {Shamsuddeen Hassan Muhammad and Pavel Brazdil and Al{\'{\i}}pio Jorge}, editor = {Joemon M. Jose and Emine Yilmaz and Jo{\~{a}}o Magalh{\~{a}}es and Pablo Castells and Nicola Ferro and M{\'{a}}rio J. Silva and Fl{\'{a}}vio Martins}, title = {Incremental Approach for Automatic Generation of Domain-Specific Sentiment Lexicon}, booktitle = {Advances in Information Retrieval - 42nd European Conference on {IR} Research, {ECIR} 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12036}, pages = {619--623}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-45442-5\_81}, doi = {10.1007/978-3-030-45442-5\_81}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecir/MuhammadBJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/propor/NobregaJBP20, author = {Fernando Ant{\^{o}}nio Asevedo N{\'{o}}brega and Al{\'{\i}}pio M. Jorge and Pavel Brazdil and Thiago A. S. Pardo}, editor = {Paulo Quaresma and Renata Vieira and Sandra M. Alu{\'{\i}}sio and Helena Moniz and Fernando Batista and Teresa Gon{\c{c}}alves}, title = {Sentence Compression for Portuguese}, booktitle = {Computational Processing of the Portuguese Language - 14th International Conference, {PROPOR} 2020, Evora, Portugal, March 2-4, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12037}, pages = {270--280}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-41505-1\_26}, doi = {10.1007/978-3-030-41505-1\_26}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/propor/NobregaJBP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/complexnetworks/CordeiroSBKG19, author = {M{\'{a}}rio Cordeiro and Rui Portocarrero Sarmento and Pavel Brazdil and Masahiro Kimura and Jo{\~{a}}o Gama}, editor = {Hocine Cherifi and Sabrina Gaito and Jos{\'{e}} Fernendo Mendes and Esteban Moro and Luis Mateus Rocha}, title = {Identifying, Ranking and Tracking Community Leaders in Evolving Social Networks}, booktitle = {Complex Networks and Their Applications {VIII} - Volume 1 Proceedings of the Eighth International Conference on Complex Networks and Their Applications {COMPLEX} {NETWORKS} 2019, Lisbon, Portugal, December 10-12, 2019}, series = {Studies in Computational Intelligence}, volume = {881}, pages = {198--210}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-36687-2\_17}, doi = {10.1007/978-3-030-36687-2\_17}, timestamp = {Sun, 02 Oct 2022 15:57:51 +0200}, biburl = {https://dblp.org/rec/conf/complexnetworks/CordeiroSBKG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic3k/MoutinhoBC19, author = {V{\^{a}}nia Moutinho and Pavel Brazdil and Jo{\~{a}}o Cordeiro}, editor = {Ana L. N. Fred and Joaquim Filipe}, title = {Association and Temporality between News and Tweets}, booktitle = {Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, {IC3K} 2019, Volume 1: KDIR, Vienna, Austria, September 17-19, 2019}, pages = {500--507}, publisher = {ScitePress}, year = {2019}, url = {https://doi.org/10.5220/0008362105000507}, doi = {10.5220/0008362105000507}, timestamp = {Tue, 06 Jun 2023 14:58:01 +0200}, biburl = {https://dblp.org/rec/conf/ic3k/MoutinhoBC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icsca/AbdulrahmanBZA19, author = {Salisu Mamman Abdulrahman and Pavel Brazdil and Wan Mohd Nazmee Wan Zainon and Alhassan Adamu}, title = {Simplifying the Algorithm Selection Using Reduction of Rankings of Classification Algorithms}, booktitle = {Proceedings of the 8th International Conference on Software and Computer Applications, {ICSCA} '19, Penang, Malaysia, February 19-21, 2019}, pages = {140--148}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3316615.3316674}, doi = {10.1145/3316615.3316674}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icsca/AbdulrahmanBZA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BrazdilG18, author = {Pavel Brazdil and Christophe G. Giraud{-}Carrier}, title = {Metalearning and Algorithm Selection: progress, state of the art and introduction to the 2018 Special Issue}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {1--14}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5692-y}, doi = {10.1007/S10994-017-5692-Y}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BrazdilG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/AbdulrahmanBRV18, author = {Salisu Mamman Abdulrahman and Pavel Brazdil and Jan N. van Rijn and Joaquin Vanschoren}, title = {Speeding up algorithm selection using average ranking and active testing by introducing runtime}, journal = {Mach. Learn.}, volume = {107}, number = {1}, pages = {79--108}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5687-8}, doi = {10.1007/S10994-017-5687-8}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/AbdulrahmanBRV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iceis/SarmentoCBG18, author = {Rui Portocarrero Sarmento and M{\'{a}}rio Cordeiro and Pavel Brazdil and Jo{\~{a}}o Gama}, editor = {Slimane Hammoudi and Michal Smialek and Olivier Camp and Joaquim Filipe}, title = {Incremental TextRank - Automatic Keyword Extraction for Text Streams}, booktitle = {Proceedings of the 20th International Conference on Enterprise Information Systems, {ICEIS} 2018, Funchal, Madeira, Portugal, March 21-24, 2018, Volume 1}, pages = {363--370}, publisher = {SciTePress}, year = {2018}, url = {https://doi.org/10.5220/0006639703630370}, doi = {10.5220/0006639703630370}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iceis/SarmentoCBG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-02960, author = {M{\'{a}}rio Cordeiro and Rui Portocarrero Sarmento and Pavel Brazdil and Jo{\~{a}}o Gama}, title = {Dynamic Laplace: Efficient Centrality Measure for Weighted or Unweighted Evolving Networks}, journal = {CoRR}, volume = {abs/1808.02960}, year = {2018}, url = {http://arxiv.org/abs/1808.02960}, eprinttype = {arXiv}, eprint = {1808.02960}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-02960.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-11746, author = {Rui Portocarrero Sarmento and Pavel Brazdil}, title = {Incremental Sparse {TFIDF} {\&} Incremental Similarity with Bipartite Graphs}, journal = {CoRR}, volume = {abs/1811.11746}, year = {2018}, url = {http://arxiv.org/abs/1811.11746}, eprinttype = {arXiv}, eprint = {1811.11746}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-11746.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/complexnetworks/SarmentoCBG17, author = {Rui Portocarrero Sarmento and M{\'{a}}rio Cordeiro and Pavel Brazdil and Jo{\~{a}}o Gama}, editor = {Chantal Cherifi and Hocine Cherifi and M{\'{a}}rton Karsai and Mirco Musolesi}, title = {Efficient Incremental Laplace Centrality Algorithm for Dynamic Networks}, booktitle = {Complex Networks {\&} Their Applications {VI} - Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications), {COMPLEX} {NETWORKS} 2017, Lyon, France, November 29 - December 1, 2017}, series = {Studies in Computational Intelligence}, volume = {689}, pages = {341--352}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-72150-7\_28}, doi = {10.1007/978-3-319-72150-7\_28}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/complexnetworks/SarmentoCBG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/CachadaAB17, author = {Miguel Cachada and Salisu Mamman Abdulrahman and Pavel Brazdil}, editor = {Pavel Brazdil and Joaquin Vanschoren and Frank Hutter and Holger H. Hoos}, title = {Combining Feature and Algorithm Hyperparameter Selection using some Metalearning Methods}, booktitle = {Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms co-located with the European Conference on Machine Learning {\&} Principles and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML 2017, Skopje, Macedonia, September 22, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1998}, pages = {69--83}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1998/paper\_07.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:13 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/CachadaAB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2017automl, editor = {Pavel Brazdil and Joaquin Vanschoren and Frank Hutter and Holger H. Hoos}, title = {Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms co-located with the European Conference on Machine Learning {\&} Principles and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML 2017, Skopje, Macedonia, September 22, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1998}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1998}, urn = {urn:nbn:de:0074-1998-0}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2017automl.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/VilaltaGBS17, author = {Ricardo Vilalta and Christophe G. Giraud{-}Carrier and Pavel Brazdil and Carlos Soares}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Inductive Transfer}, booktitle = {Encyclopedia of Machine Learning and Data Mining}, pages = {666--671}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-1-4899-7687-1\_138}, doi = {10.1007/978-1-4899-7687-1\_138}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/reference/ml/VilaltaGBS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/BrazdilVGS17, author = {Pavel Brazdil and Ricardo Vilalta and Christophe G. Giraud{-}Carrier and Carlos Soares}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Metalearning}, booktitle = {Encyclopedia of Machine Learning and Data Mining}, pages = {818--823}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-1-4899-7687-1\_543}, doi = {10.1007/978-1-4899-7687-1\_543}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/reference/ml/BrazdilVGS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/KandaCHSB16, author = {Jorge Y. Kanda and Andr{\'{e}} C. P. L. F. de Carvalho and Eduardo R. Hruschka and Carlos Soares and Pavel Brazdil}, title = {Meta-learning to select the best meta-heuristic for the Traveling Salesman Problem: {A} comparison of meta-features}, journal = {Neurocomputing}, volume = {205}, pages = {393--406}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2016.04.027}, doi = {10.1016/J.NEUCOM.2016.04.027}, timestamp = {Fri, 28 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/KandaCHSB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AbdulrahmanB16, author = {Salisu Mamman Abdulrahman and Pavel Brazdil}, editor = {Frank Hutter and Lars Kotthoff and Joaquin Vanschoren}, title = {Effect of Incomplete Meta-dataset on Average Ranking Method}, booktitle = {Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML 2016, co-located with 33rd International Conference on Machine Learning {(ICML} 2016), New York City, NY, USA, June 24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {64}, pages = {1--10}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v64/adbdulrahman\_effect\_2016.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/icml/AbdulrahmanB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/propor/ForteB16, author = {Ana Catarina Forte and Pavel Brazdil}, editor = {Jo{\~{a}}o Ricardo Silva and Ricardo Ribeiro and Paulo Quaresma and Andr{\'{e}} Adami and Ant{\'{o}}nio Branco}, title = {Determining the Level of Clients' Dissatisfaction from Their Commentaries}, booktitle = {Computational Processing of the Portuguese Language - 12th International Conference, {PROPOR} 2016, Tomar, Portugal, July 13-15, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9727}, pages = {74--85}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-41552-9\_7}, doi = {10.1007/978-3-319-41552-9\_7}, timestamp = {Tue, 26 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/propor/ForteB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AbdulrahmanB16, author = {Salisu Mamman Abdulrahman and Pavel Brazdil}, title = {Effect of Incomplete Meta-dataset on Average Ranking Method}, journal = {CoRR}, volume = {abs/1608.06845}, year = {2016}, url = {http://arxiv.org/abs/1608.06845}, eprinttype = {arXiv}, eprint = {1608.06845}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AbdulrahmanB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ida/ValizadehB15, author = {Mohammadreza Valizadeh and Pavel Brazdil}, title = {Density-based graph model summarization: Attaining better performance and efficiency}, journal = {Intell. Data Anal.}, volume = {19}, number = {3}, pages = {617--629}, year = {2015}, url = {https://doi.org/10.3233/IDA-150735}, doi = {10.3233/IDA-150735}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ida/ValizadehB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ida/PintoSB15, author = {F{\'{a}}bio Pinto and Carlos Soares and Pavel Brazdil}, title = {Combining regression models and metaheuristics to optimize space allocation in the retail industry}, journal = {Intell. Data Anal.}, volume = {19}, number = {s1}, pages = {S149--S162}, year = {2015}, url = {https://doi.org/10.3233/IDA-150775}, doi = {10.3233/IDA-150775}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ida/PintoSB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/soco/ValizadehB15, author = {Mohammadreza Valizadeh and Pavel Brazdil}, title = {Exploring actor-object relationships for query-focused multi-document summarization}, journal = {Soft Comput.}, volume = {19}, number = {11}, pages = {3109--3121}, year = {2015}, url = {https://doi.org/10.1007/s00500-014-1471-x}, doi = {10.1007/S00500-014-1471-X}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/soco/ValizadehB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic3k/TrigoVSB15, author = {Lu{\'{\i}}s Trigo and Martin V{\'{\i}}ta and Rui Sarmento and Pavel Brazdil}, editor = {Ana L. N. Fred and Jan L. G. Dietz and David Aveiro and Kecheng Liu and Joaquim Filipe}, title = {Retrieval, Visualization and Validation of Affinities between Documents}, booktitle = {{KMIS} 2015 - Proceedings of the International Conference on Knowledge Management and Information Sharing, part of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management {(IC3K} 2015), Volume 3, Lisbon, Portugal, November 12-14, 2015}, pages = {452--459}, publisher = {SciTePress}, year = {2015}, url = {https://doi.org/10.5220/0005662904520459}, doi = {10.5220/0005662904520459}, timestamp = {Thu, 06 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ic3k/TrigoVSB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/RijnABV15, author = {Jan N. van Rijn and Salisu Mamman Abdulrahman and Pavel Brazdil and Joaquin Vanschoren}, editor = {{\'{E}}lisa Fromont and Tijl De Bie and Matthijs van Leeuwen}, title = {Fast Algorithm Selection Using Learning Curves}, 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 = {298--309}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-24465-5\_26}, doi = {10.1007/978-3-319-24465-5\_26}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/RijnABV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/AbdulrahmanBRV15, author = {Salisu Mamman Abdulrahman and Pavel Brazdil and Jan N. van Rijn and Joaquin Vanschoren}, editor = {Joaquin Vanschoren and Pavel Brazdil and Christophe G. Giraud{-}Carrier and Lars Kotthoff}, title = {Algorithm Selection via Meta-learning and Sample-based Active Testing}, booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015}, series = {{CEUR} Workshop Proceedings}, volume = {1455}, pages = {55--66}, publisher = {CEUR-WS.org}, year = {2015}, url = {https://ceur-ws.org/Vol-1455/paper-07.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:13 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/AbdulrahmanBRV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pkdd/2015metasel, editor = {Joaquin Vanschoren and Pavel Brazdil and Christophe G. Giraud{-}Carrier and Lars Kotthoff}, title = {Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015}, series = {{CEUR} Workshop Proceedings}, volume = {1455}, publisher = {CEUR-WS.org}, year = {2015}, url = {https://ceur-ws.org/Vol-1455}, urn = {urn:nbn:de:0074-1455-8}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/2015metasel.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/AbdulrahmanB14, author = {Salisu Mamman Abdulrahman and Pavel Brazdil}, editor = {Joaquin Vanschoren and Pavel Brazdil and Carlos Soares and Lars Kotthoff}, title = {Measures for Combining Accuracy and Time for Meta-learning}, booktitle = {Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014}, series = {{CEUR} Workshop Proceedings}, volume = {1201}, pages = {49--50}, publisher = {CEUR-WS.org}, year = {2014}, url = {https://ceur-ws.org/Vol-1201/paper-11.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:14 +0100}, biburl = {https://dblp.org/rec/conf/ecai/AbdulrahmanB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ecai/2014metasel, editor = {Joaquin Vanschoren and Pavel Brazdil and Carlos Soares and Lars Kotthoff}, title = {Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014}, series = {{CEUR} Workshop Proceedings}, volume = {1201}, publisher = {CEUR-WS.org}, year = {2014}, url = {https://ceur-ws.org/Vol-1201}, urn = {urn:nbn:de:0074-1201-9}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecai/2014metasel.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/epia/CordeiroDB13, author = {Jo{\~{a}}o Cordeiro and Ga{\"{e}}l Dias and Pavel Brazdil}, editor = {Lu{\'{\i}}s Correia and Lu{\'{\i}}s Paulo Reis and Jos{\'{e}} Cascalho}, title = {Rule Induction for Sentence Reduction}, 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 = {528--539}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40669-0\_45}, doi = {10.1007/978-3-642-40669-0\_45}, timestamp = {Thu, 20 Jan 2022 14:32:12 +0100}, biburl = {https://dblp.org/rec/conf/epia/CordeiroDB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mldm/LeiteBV12, author = {Rui Leite and Pavel Brazdil and Joaquin Vanschoren}, editor = {Petra Perner}, title = {Selecting Classification Algorithms with Active Testing}, booktitle = {Machine Learning and Data Mining in Pattern Recognition - 8th International Conference, {MLDM} 2012, Berlin, Germany, July 13-20, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7376}, pages = {117--131}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-31537-4\_10}, doi = {10.1007/978-3-642-31537-4\_10}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/mldm/LeiteBV12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mldm/Moreira-MatiasMGB12, author = {Lu{\'{\i}}s Moreira{-}Matias and Jo{\~{a}}o Mendes{-}Moreira and Jo{\~{a}}o Gama and Pavel Brazdil}, editor = {Petra Perner}, title = {Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix}, booktitle = {Machine Learning and Data Mining in Pattern Recognition - 8th International Conference, {MLDM} 2012, Berlin, Germany, July 13-20, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7376}, pages = {525--539}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-31537-4\_41}, doi = {10.1007/978-3-642-31537-4\_41}, timestamp = {Tue, 28 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mldm/Moreira-MatiasMGB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/GrigonyteCDMB10, author = {Gintare Grigonyte and Jo{\~{a}}o Cordeiro and Ga{\"{e}}l Dias and Rumen Moraliyski and Pavel Brazdil}, editor = {Chu{-}Ren Huang and Dan Jurafsky}, title = {Paraphrase Alignment for Synonym Evidence Discovery}, booktitle = {{COLING} 2010, 23rd International Conference on Computational Linguistics, Proceedings of the Conference, 23-27 August 2010, Beijing, China}, pages = {403--411}, publisher = {Tsinghua University Press}, year = {2010}, url = {https://aclanthology.org/C10-1046/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coling/GrigonyteCDMB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/LeiteB10, author = {Rui Leite and Pavel Brazdil}, editor = {Helder Coelho and Rudi Studer and Michael J. Wooldridge}, title = {Active Testing Strategy to Predict the Best Classification Algorithm via Sampling and Metalearning}, 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 = {309--314}, publisher = {{IOS} Press}, year = {2010}, url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=17763}, timestamp = {Fri, 26 Apr 2019 14:26:43 +0200}, biburl = {https://dblp.org/rec/conf/ecai/LeiteB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/dmkdh/VilaltaGB10, author = {Ricardo Vilalta and Christophe G. Giraud{-}Carrier and Pavel Brazdil}, editor = {Oded Maimon and Lior Rokach}, title = {Meta-Learning - Concepts and Techniques}, booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed}, pages = {717--731}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-0-387-09823-4\_36}, doi = {10.1007/978-0-387-09823-4\_36}, timestamp = {Tue, 25 Feb 2020 11:33:46 +0100}, biburl = {https://dblp.org/rec/reference/dmkdh/VilaltaGB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/sci/BrazdilL10, author = {Pavel Brazdil and Rui Leite}, editor = {Jacek Koronacki and Zbigniew W. Ras and Slawomir T. Wierzchon and Janusz Kacprzyk}, title = {Determining the Best Classification Algorithm with Recourse to Sampling and Metalearning}, booktitle = {Advances in Machine Learning {I:} Dedicated to the Memory of Professor Ryszard S. Michalski}, series = {Studies in Computational Intelligence}, volume = {262}, pages = {173--188}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-05177-7\_8}, doi = {10.1007/978-3-642-05177-7\_8}, timestamp = {Sat, 19 Oct 2019 19:02:31 +0200}, biburl = {https://dblp.org/rec/series/sci/BrazdilL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/VilaltaGBS10, author = {Ricardo Vilalta and Christophe G. Giraud{-}Carrier and Pavel Brazdil and Carlos Soares}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Inductive Transfer}, booktitle = {Encyclopedia of Machine Learning}, pages = {545--548}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-0-387-30164-8\_401}, doi = {10.1007/978-0-387-30164-8\_401}, timestamp = {Wed, 14 Nov 2018 10:51:34 +0100}, biburl = {https://dblp.org/rec/reference/ml/VilaltaGBS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/BrazdilVGS10, author = {Pavel Brazdil and Ricardo Vilalta and Christophe G. Giraud{-}Carrier and Carlos Soares}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {Metalearning}, booktitle = {Encyclopedia of Machine Learning}, pages = {662--666}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-0-387-30164-8\_538}, doi = {10.1007/978-0-387-30164-8\_538}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/reference/ml/BrazdilVGS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0022052, author = {Pavel Brazdil and Christophe G. Giraud{-}Carrier and Carlos Soares and Ricardo Vilalta}, title = {Metalearning - Applications to Data Mining}, series = {Cognitive Technologies}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-540-73263-1}, doi = {10.1007/978-3-540-73263-1}, isbn = {978-3-540-73262-4}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/daglib/0022052.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/dis/2009, editor = {Jo{\~{a}}o Gama and V{\'{\i}}tor Santos Costa and Al{\'{\i}}pio M{\'{a}}rio Jorge and Pavel Brazdil}, title = {Discovery Science, 12th International Conference, {DS} 2009, Porto, Portugal, October 3-5, 2009}, series = {Lecture Notes in Computer Science}, volume = {5808}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-04747-3}, doi = {10.1007/978-3-642-04747-3}, isbn = {978-3-642-04746-6}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dis/2009.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/dataware/Giraud-CarrierBSV09, author = {Christophe G. Giraud{-}Carrier and Pavel Brazdil and Carlos Soares and Ricardo Vilalta}, editor = {John Wang}, title = {Meta-Learning}, booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)}, pages = {1207--1215}, publisher = {{IGI} Global}, year = {2009}, url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10976}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/dataware/Giraud-CarrierBSV09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsw/CordeiroDB07, author = {Jo{\~{a}}o Cordeiro and Ga{\"{e}}l Dias and Pavel Brazdil}, title = {New Functions for Unsupervised Asymmetrical Paraphrase Detection}, journal = {J. Softw.}, volume = {2}, number = {4}, pages = {12--23}, year = {2007}, url = {https://doi.org/10.4304/jsw.2.4.12-23}, doi = {10.4304/JSW.2.4.12-23}, timestamp = {Tue, 15 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsw/CordeiroDB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dawak/FreitasCB07, author = {Alberto Freitas and Altamiro da Costa Pereira and Pavel Brazdil}, editor = {Il Yeal Song and Johann Eder and Tho Manh Nguyen}, title = {Cost-Sensitive Decision Trees Applied to Medical Data}, booktitle = {Data Warehousing and Knowledge Discovery, 9th International Conference, DaWaK 2007, Regensburg, Germany, September 3-7, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4654}, pages = {303--312}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-74553-2\_28}, doi = {10.1007/978-3-540-74553-2\_28}, timestamp = {Tue, 14 May 2019 10:00:41 +0200}, biburl = {https://dblp.org/rec/conf/dawak/FreitasCB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/epia/LeiteB07, author = {Rui Leite and Pavel Brazdil}, editor = {Jos{\'{e}} Neves and Manuel Filipe Santos and Jos{\'{e}} Machado}, title = {An Iterative Process for Building Learning Curves and Predicting Relative Performance of Classifiers}, 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 = {87--98}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-77002-2\_8}, doi = {10.1007/978-3-540-77002-2\_8}, timestamp = {Tue, 14 May 2019 10:00:41 +0200}, biburl = {https://dblp.org/rec/conf/epia/LeiteB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/CordeiroDB07, author = {Jo{\~{a}}o Cordeiro and Ga{\"{e}}l Dias and Pavel Brazdil}, editor = {David Wilson and Geoff Sutcliffe}, title = {Learning Paraphrases from {WNS} Corpora}, booktitle = {Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, May 7-9, 2007, Key West, Florida, {USA}}, pages = {193--198}, publisher = {{AAAI} Press}, year = {2007}, url = {http://www.aaai.org/Library/FLAIRS/2007/flairs07-040.php}, timestamp = {Wed, 26 Oct 2022 08:35:25 +0200}, biburl = {https://dblp.org/rec/conf/flairs/CordeiroDB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/ColasPKB07, author = {Fabrice Colas and Pavel Pacl{\'{\i}}k and Joost N. Kok and Pavel Brazdil}, editor = {Michael R. Berthold and John Shawe{-}Taylor and Nada Lavrac}, title = {Does {SVM} Really Scale Up to Large Bag of Words Feature Spaces?}, booktitle = {Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, {IDA} 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4723}, pages = {296--307}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-74825-0\_27}, doi = {10.1007/978-3-540-74825-0\_27}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/ida/ColasPKB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ifip12/ColasB06, author = {Fabrice Colas and Pavel Brazdil}, editor = {Max Bramer}, title = {Comparison of {SVM} and Some Older Classification Algorithms in Text Classification Tasks}, booktitle = {Artificial Intelligence in Theory and Practice, {IFIP} 19th World Computer Congress, {TC} 12: {IFIP} {AI} 2006 Stream, August 21-24, 2006, Santiago, Chile}, series = {{IFIP}}, volume = {217}, pages = {169--178}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/978-0-387-34747-9\_18}, doi = {10.1007/978-0-387-34747-9\_18}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ifip12/ColasB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ifip5-5/CamposBB06, author = {Pedro Campos and Pavel Brazdil and Paula Brito}, editor = {Luis M. Camarinha{-}Matos and Hamideh Afsarmanesh and Martin Ollus}, title = {Organizational Survival In Cooperation Networks: The Case Of Automobile Manufacturing}, booktitle = {Network-Centric Collaboration and Supporting Frameworks - {IFIP} {TC5} {WG} 5.5 Seventh {IFIP} Working Conference on Virtual Enterprises, {PRO-VE} 2006, 25-27 September 2006, Helsinki, Finland}, series = {{IFIP} Advances in Information and Communication Technology}, volume = {224}, pages = {77--84}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/978-0-387-38269-2\_8}, doi = {10.1007/978-0-387-38269-2\_8}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ifip5-5/CamposBB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/SoaresB06, author = {Carlos Soares and Pavel Brazdil}, editor = {Hisham Haddad}, title = {Selecting parameters of {SVM} using meta-learning and kernel matrix-based meta-features}, booktitle = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006}, pages = {564--568}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1141277.1141408}, doi = {10.1145/1141277.1141408}, timestamp = {Tue, 06 Nov 2018 11:06:49 +0100}, biburl = {https://dblp.org/rec/conf/sac/SoaresB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tsd/ColasB06, author = {Fabrice Colas and Pavel Brazdil}, editor = {Petr Sojka and Ivan Kopecek and Karel Pala}, title = {On the Behavior of {SVM} and Some Older Algorithms in Binary Text Classification Tasks}, booktitle = {Text, Speech and Dialogue, 9th International Conference, {TSD} 2006, Brno, Czech Republic, September 11-15, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4188}, pages = {45--52}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11846406\_6}, doi = {10.1007/11846406\_6}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/tsd/ColasB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LeiteB05, author = {Rui Leite and Pavel Brazdil}, editor = {Luc De Raedt and Stefan Wrobel}, title = {Predicting relative performance of classifiers from samples}, booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference {(ICML} 2005), Bonn, Germany, August 7-11, 2005}, series = {{ACM} International Conference Proceeding Series}, volume = {119}, pages = {497--503}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1102351.1102414}, doi = {10.1145/1102351.1102414}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LeiteB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/datamining2005/VilaltaGB05, author = {Ricardo Vilalta and Christophe G. Giraud{-}Carrier and Pavel Brazdil}, editor = {Oded Maimon and Lior Rokach}, title = {Meta-Learning}, booktitle = {The Data Mining and Knowledge Discovery Handbook}, pages = {731--748}, publisher = {Springer}, year = {2005}, timestamp = {Mon, 05 Sep 2005 12:46:21 +0200}, biburl = {https://dblp.org/rec/books/sp/datamining2005/VilaltaGB05.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/ijcsa/VilaltaGBS04, author = {Ricardo Vilalta and Christophe G. Giraud{-}Carrier and Pavel Brazdil and Carlos Soares}, title = {Using Meta-Learning to Support Data Mining}, journal = {Int. J. Comput. Sci. Appl.}, volume = {1}, number = {1}, pages = {31--45}, year = {2004}, url = {http://www.tmrfindia.org/ijcsa/V1I13.pdf}, timestamp = {Tue, 07 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcsa/VilaltaGBS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/Giraud-CarrierVB04, author = {Christophe G. Giraud{-}Carrier and Ricardo Vilalta and Pavel Brazdil}, title = {Introduction to the Special Issue on Meta-Learning}, journal = {Mach. Learn.}, volume = {54}, number = {3}, pages = {187--193}, year = {2004}, url = {https://doi.org/10.1023/B:MACH.0000015878.60765.42}, doi = {10.1023/B:MACH.0000015878.60765.42}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/Giraud-CarrierVB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/SoaresBK04, author = {Carlos Soares and Pavel Brazdil and Petr Kuba}, title = {A Meta-Learning Method to Select the Kernel Width in Support Vector Regression}, journal = {Mach. Learn.}, volume = {54}, number = {3}, pages = {195--209}, year = {2004}, url = {https://doi.org/10.1023/B:MACH.0000015879.28004.9b}, doi = {10.1023/B:MACH.0000015879.28004.9B}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/SoaresBK04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/LeiteB04, author = {Rui Leite and Pavel Brazdil}, editor = {Jean{-}Fran{\c{c}}ois Boulicaut and Floriana Esposito and Fosca Giannotti and Dino Pedreschi}, title = {Improving Progressive Sampling via Meta-learning on Learning Curves}, booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3201}, pages = {250--261}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30115-8\_25}, doi = {10.1007/978-3-540-30115-8\_25}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/LeiteB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pris/LeiteB04, author = {Rui Leite and Pavel Brazdil}, editor = {Ana L. N. Fred}, title = {A Meta-learning Approach to Improve Progressive Sampling}, booktitle = {Pattern Recognition in Information Systems, Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems, {PRIS} 2004, In conjunction with {ICEIS} 2004, Porto, Portugal, April 2004}, pages = {25--34}, publisher = {{INSTICC} Press}, year = {2004}, timestamp = {Tue, 08 Jun 2004 10:53:28 +0200}, biburl = {https://dblp.org/rec/conf/pris/LeiteB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pris/CordeiroB04, author = {Jo{\~{a}}o Cordeiro and Pavel Brazdil}, editor = {Ana L. N. Fred}, title = {Learning Text Extraction Rules, without Ignoring Stop Words}, booktitle = {Pattern Recognition in Information Systems, Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems, {PRIS} 2004, In conjunction with {ICEIS} 2004, Porto, Portugal, April 2004}, pages = {128--138}, publisher = {{INSTICC} Press}, year = {2004}, timestamp = {Tue, 08 Jun 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pris/CordeiroB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MichalskiB03, author = {Ryszard S. Michalski and Pavel Brazdil}, title = {Introduction}, journal = {Mach. Learn.}, volume = {50}, number = {3}, pages = {219--222}, year = {2003}, url = {https://doi.org/10.1023/A:1021756216900}, doi = {10.1023/A:1021756216900}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MichalskiB03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BrazdilSC03, author = {Pavel Brazdil and Carlos Soares and Joaquim Pinto da Costa}, title = {Ranking Learning Algorithms: Using {IBL} and Meta-Learning on Accuracy and Time Results}, journal = {Mach. Learn.}, volume = {50}, number = {3}, pages = {251--277}, year = {2003}, url = {https://doi.org/10.1023/A:1021713901879}, doi = {10.1023/A:1021713901879}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BrazdilSC03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/epia/LeiteB03, author = {Rui Leite and Pavel Brazdil}, editor = {Fernando Moura{-}Pires and Salvador Abreu}, title = {Improving Progressive Sampling via Meta-learning}, 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 = {313--323}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-24580-3\_37}, doi = {10.1007/978-3-540-24580-3\_37}, timestamp = {Sun, 02 Jun 2019 21:25:42 +0200}, biburl = {https://dblp.org/rec/conf/epia/LeiteB03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/PengFSB02, author = {Yonghong Peng and Peter A. Flach and Carlos Soares and Pavel Brazdil}, editor = {Steffen Lange and Ken Satoh and Carl H. Smith}, title = {Improved Dataset Characterisation for Meta-learning}, booktitle = {Discovery Science, 5th International Conference, {DS} 2002, L{\"{u}}beck, Germany, November 24-26, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2534}, pages = {141--152}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-36182-0\_14}, doi = {10.1007/3-540-36182-0\_14}, timestamp = {Tue, 14 May 2019 10:00:46 +0200}, biburl = {https://dblp.org/rec/conf/dis/PengFSB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iberamia/SoaresB02, author = {Carlos Soares and Pavel Brazdil}, editor = {Francisco J. Garijo and Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and Miguel Toro}, title = {A Comparative Study of Some Issues Concerning Algorithm Recommendation Using Ranking Methods}, booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2002, 8th Ibero-American Conference on AI, Seville, Spain, November 12-15, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2527}, pages = {80--89}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-36131-6\_9}, doi = {10.1007/3-540-36131-6\_9}, timestamp = {Tue, 14 May 2019 10:00:40 +0200}, biburl = {https://dblp.org/rec/conf/iberamia/SoaresB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/CamachoB01, author = {Rui Camacho and Pavel Brazdil}, editor = {Luc De Raedt and Peter A. Flach}, title = {Improving the Robustness and Encoding Complexity of Behavioural Clones}, booktitle = {Machine Learning: {EMCL} 2001, 12th European Conference on Machine Learning, Freiburg, Germany, September 5-7, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2167}, pages = {37--48}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44795-4\_4}, doi = {10.1007/3-540-44795-4\_4}, timestamp = {Wed, 24 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecml/CamachoB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/epia/BrazdilSP01, author = {Pavel Brazdil and Carlos Soares and Rui Pereira}, editor = {Pavel Brazdil and Al{\'{\i}}pio Jorge}, title = {Reducing Rankings of Classifiers by Eliminating Redundant Classifiers}, 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 = {14--21}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-45329-6\_5}, doi = {10.1007/3-540-45329-6\_5}, timestamp = {Tue, 14 May 2019 10:00:41 +0200}, biburl = {https://dblp.org/rec/conf/epia/BrazdilSP01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/epia/SoaresPB01, author = {Carlos Soares and Johann Petrak and Pavel Brazdil}, editor = {Pavel Brazdil and Al{\'{\i}}pio Jorge}, title = {Sampling-Based Relative Landmarks: Systematically Test-Driving Algorithms Before Choosing}, 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 = {88--95}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-45329-6\_12}, doi = {10.1007/3-540-45329-6\_12}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/epia/SoaresPB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pris/Brazdil01, author = {Pavel Brazdil}, editor = {Ana L. N. Fred and Anil K. Jain}, title = {Ranking Classification Algorithms and Combinations of Methods}, booktitle = {Pattern Recognition in Information Systems, Proceedings of the 1st International Workshop on Pattern Recognition in Information Systems, {PRIS} 2001, In conjunction with {ICEIS} 2001, Set{\'{u}}bal, Portugal, July 6-7, 2001}, pages = {12--13}, publisher = {{ICEIS} Press}, year = {2001}, timestamp = {Fri, 27 Oct 2017 15:34:06 +0200}, biburl = {https://dblp.org/rec/conf/pris/Brazdil01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/epia/2001, editor = {Pavel Brazdil and Al{\'{\i}}pio Jorge}, title = {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}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-45329-6}, doi = {10.1007/3-540-45329-6}, isbn = {3-540-43030-X}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/epia/2001.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GamaB00, author = {Jo{\~{a}}o Gama and Pavel Brazdil}, title = {Cascade Generalization}, journal = {Mach. Learn.}, volume = {41}, number = {3}, pages = {315--343}, year = {2000}, url = {https://doi.org/10.1023/A:1007652114878}, doi = {10.1023/A:1007652114878}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/GamaB00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/BrazdilS00, author = {Pavel Brazdil and Carlos Soares}, editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and Enric Plaza}, title = {A Comparison of Ranking Methods for Classification Algorithm Selection}, 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 = {63--74}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-45164-1\_8}, doi = {10.1007/3-540-45164-1\_8}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/BrazdilS00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/SoaresB00, author = {Carlos Soares and Pavel Brazdil}, editor = {Djamel A. Zighed and Henryk Jan Komorowski and Jan M. Zytkow}, title = {Zoomed Ranking: Selection of Classification Algorithms Based on Relevant Performance Information}, booktitle = {Principles of Data Mining and Knowledge Discovery, 4th European Conference, {PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1910}, pages = {126--135}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-45372-5\_13}, doi = {10.1007/3-540-45372-5\_13}, timestamp = {Mon, 05 Feb 2024 20:31:27 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/SoaresB00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ida/GamaB99, author = {Jo{\~{a}}o Gama and Pavel Brazdil}, title = {Linear tree}, journal = {Intell. Data Anal.}, volume = {3}, number = {1}, pages = {1--22}, year = {1999}, url = {https://doi.org/10.1016/S1088-467X(99)00002-5}, doi = {10.1016/S1088-467X(99)00002-5}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ida/GamaB99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbia/LopesB98, author = {Alneu de Andrade Lopes and Pavel Brazdil}, editor = {Fl{\'{a}}vio Moreira de Oliveira}, title = {Redundant Covering with Global Evaluation in the {RC1} Inductive Learner}, booktitle = {Advances in Artificial Intelligence, 14th Brazilian Symposium on Artificial Intelligence, {SBIA} '98, Porto Alegre, Brazil, November 4-6, 1998, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1515}, pages = {111--120}, publisher = {Springer}, year = {1998}, url = {https://doi.org/10.1007/10692710\_12}, doi = {10.1007/10692710\_12}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/sbia/LopesB98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ilp/JorgeB96, author = {Al{\'{\i}}pio Jorge and Pavel Brazdil}, editor = {Stephen H. Muggleton}, title = {Integrity Constraints in {ILP} Using a Monte Carlo Approach}, booktitle = {Inductive Logic Programming, 6th International Workshop, ILP-96, Stockholm, Sweden, August 26-28, 1996, Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {1314}, pages = {229--244}, publisher = {Springer}, year = {1996}, url = {https://doi.org/10.1007/3-540-63494-0\_58}, doi = {10.1007/3-540-63494-0\_58}, timestamp = {Sat, 30 Apr 2022 12:43:31 +0200}, biburl = {https://dblp.org/rec/conf/ilp/JorgeB96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/JorgeB95, author = {Al{\'{\i}}pio Jorge and Pavel Brazdil}, editor = {Nada Lavrac and Stefan Wrobel}, title = {Learning Recursion with Iterative Bootstrap Induction (Extended Abstract)}, booktitle = {Machine Learning: ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25-27, 1995, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {912}, pages = {299--302}, publisher = {Springer}, year = {1995}, url = {https://doi.org/10.1007/3-540-59286-5\_72}, doi = {10.1007/3-540-59286-5\_72}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/JorgeB95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/epia/GamaB95, author = {Jo{\~{a}}o Gama and Pavel Brazdil}, editor = {Carlos A. Pinto{-}Ferreira and Nuno J. Mamede}, title = {Characterization of Classification Algorithms}, booktitle = {Progress in Artificial Intelligence, 7th Portuguese Conference on Artificial Intelligence, {EPIA} '95, Funchal, Madeira Island, Portugal, October 3-6, 1995, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {990}, pages = {189--200}, publisher = {Springer}, year = {1995}, url = {https://doi.org/10.1007/3-540-60428-6\_16}, doi = {10.1007/3-540-60428-6\_16}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/epia/GamaB95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/BrazdilJ94, author = {Pavel Brazdil and Al{\'{\i}}pio Jorge}, editor = {Anthony G. Cohn}, title = {Learning by Refining Algorithm Sketches}, booktitle = {Proceedings of the Eleventh European Conference on Artificial Intelligence, Amsterdam, The Netherlands, August 8-12, 1994}, pages = {443--447}, publisher = {John Wiley and Sons, Chichester}, year = {1994}, timestamp = {Tue, 20 Jun 2023 09:03:42 +0200}, biburl = {https://dblp.org/rec/conf/ecai/BrazdilJ94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/BrazdilGH94, author = {Pavel Brazdil and Jo{\~{a}}o Gama and Bob Henery}, editor = {Francesco Bergadano and Luc De Raedt}, title = {Characterizing the Applicability of Classification Algorithms Using Meta-Level Learning}, booktitle = {Machine Learning: ECML-94, European Conference on Machine Learning, Catania, Italy, April 6-8, 1994, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {784}, pages = {83--102}, publisher = {Springer}, year = {1994}, url = {https://doi.org/10.1007/3-540-57868-4\_52}, doi = {10.1007/3-540-57868-4\_52}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ecml/BrazdilGH94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ecml/1993, editor = {Pavel Brazdil}, title = {Machine Learning: ECML-93, European Conference on Machine Learning, Vienna, Austria, April 5-7, 1993, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {667}, publisher = {Springer}, year = {1993}, url = {https://doi.org/10.1007/3-540-56602-3}, doi = {10.1007/3-540-56602-3}, isbn = {3-540-56602-3}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/1993.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ac/Brazdil92, author = {Pavel Brazdil}, editor = {Vladim{\'{\i}}r Mar{\'{\i}}k and Olga Step{\'{a}}nkov{\'{a}} and Robert Trappl}, title = {Approaches to Inductive Logic Programming}, booktitle = {Advanced Topics in Artificial Intelligence, International Summer School, Prague, Czechoslovakia, July 6-17, 1992, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {617}, pages = {139--160}, publisher = {Springer}, year = {1992}, url = {https://doi.org/10.1007/3-540-55681-8\_34}, doi = {10.1007/3-540-55681-8\_34}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/ac/Brazdil92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icci/BrazdilB92, author = {Pavel Brazdil and Ivan Bruha}, editor = {Waldemar W. Koczkodaj and Peter E. Lauer and Anestis A. Toptsis}, title = {A Method of Processing Unknown Attribute Values by {ID3}}, booktitle = {Computing and Information - ICCI'92, Fourth International Conference on Computing and Information, Toronto, Ontario, Canada, May 28-30, 1992, Proceedings}, pages = {253--256}, publisher = {{IEEE} Computer Society}, year = {1992}, timestamp = {Mon, 15 Apr 2002 13:14:05 +0200}, biburl = {https://dblp.org/rec/conf/icci/BrazdilB92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/Brazdil91, author = {Pavel Brazdil}, editor = {Setsuo Arikawa and Akira Maruoka and Taisuke Sato}, title = {Learning in multi-agent environments}, booktitle = {Algorithmic Learning Theory, 2nd International Workshop, {ALT} '91, Tokyo, Japan, October 23-25, 1991, Proceedings}, pages = {15}, publisher = {Ohmsha}, year = {1991}, timestamp = {Thu, 28 Jul 2022 13:16:36 +0200}, biburl = {https://dblp.org/rec/conf/alt/Brazdil91.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} }
@inproceedings{DBLP:conf/ecml/BrazdilM91, author = {Pavel Brazdil and Stephen H. Muggleton}, editor = {Yves Kodratoff}, title = {Learning to Relate Terms in a Multiple Agent Environment}, 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 = {424--439}, publisher = {Springer}, year = {1991}, url = {https://doi.org/10.1007/BFb0017035}, doi = {10.1007/BFB0017035}, timestamp = {Sat, 30 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/BrazdilM91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/Brazdil87, author = {Pavel Brazdil}, editor = {Ivan Bratko and Nada Lavrac}, title = {Knowledge States and Meta-Knowledge Maintenance}, booktitle = {Progress in Machine Learning - Proceedings of {EWSL} 87: 2nd European Working Session on Learning, Bled, Yugoslavia, May 1987}, pages = {138--146}, publisher = {Sigma Press, Wilmslow}, year = {1987}, timestamp = {Wed, 31 May 2017 09:02:35 +0200}, biburl = {https://dblp.org/rec/conf/ecml/Brazdil87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/Brazdil84, author = {Pavel Brazdil}, editor = {Tim O'Shea}, title = {Use of Derivation Trees in Discrimination}, booktitle = {Advances in Artificial Intelligence, Proceedings of the Sixth European Conference on Artificial Intelligence, ECAI-84, Pisa, Italy, September 5-7, 1984}, pages = {239--244}, publisher = {North-Holland}, year = {1984}, timestamp = {Fri, 26 Jul 2019 20:21:09 +0200}, biburl = {https://dblp.org/rec/conf/ecai/Brazdil84.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/Brazdil78, author = {Pavel Brazdil}, editor = {Derek H. Sleeman}, title = {Experimental Learning Model}, booktitle = {Proceedings of {AISB/GI} Conference (Proceedings of the 4th European Conference on Artificial Intelligence), Hamburg, Germany, 18-20 July 1978}, pages = {46--50}, publisher = {Leeds University}, year = {1978}, timestamp = {Fri, 26 Jul 2019 09:34:22 +0200}, biburl = {https://dblp.org/rec/conf/ecai/Brazdil78.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Brazdil77, author = {Pavel Brazdil}, editor = {Raj Reddy}, title = {Learning Simple Arithmetic}, booktitle = {Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, MA, USA, August 22-25, 1977}, pages = {346}, publisher = {William Kaufmann}, year = {1977}, url = {http://ijcai.org/Proceedings/77-1/Papers/058.pdf}, timestamp = {Tue, 20 Aug 2019 16:18:08 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Brazdil77.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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