2021
|
Oliveira, Italo Lopes; Fileto, Renato; Speck, René; 'i, Lu; Moussallem, Diego; Lehmann, Jens Towards holistic Entity Linking: Survey and directions Journal Article Inf. Syst., 95 , pp. 101624, 2021. Links | BibTeX @article{DBLP:journals/is/OliveiraFSGML21,
title = {Towards holistic Entity Linking: Survey and directions},
author = {Italo Lopes Oliveira and
Renato Fileto and
René Speck and
Lu{'i}s Paulo F. Garcia and
Diego Moussallem and
Jens Lehmann},
url = {https://doi.org/10.1016/j.is.2020.101624},
doi = {10.1016/j.is.2020.101624},
year = {2021},
date = {2021-01-01},
journal = {Inf. Syst.},
volume = {95},
pages = {101624},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Barella, Victor H; Garcia, Luís Paulo F; de Souto, Marcilio C P; Lorena, Ana Carolina; de Carvalho, André C P L F Assessing the data complexity of imbalanced datasets Journal Article Inf. Sci., 553 , pp. 83–109, 2021. Links | BibTeX @article{DBLP:journals/isci/BarellaGSLC21,
title = {Assessing the data complexity of imbalanced datasets},
author = {Victor H. Barella and
Luís Paulo F. Garcia and
Marcilio C. P. de Souto and
Ana Carolina Lorena and
André C. P. L. F. de Carvalho},
url = {https://doi.org/10.1016/j.ins.2020.12.006},
doi = {10.1016/j.ins.2020.12.006},
year = {2021},
date = {2021-01-01},
journal = {Inf. Sci.},
volume = {553},
pages = {83--109},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
Oliveira, Italo Lopes; Moussallem, Diego; 'i, Lu; Fileto, Renato OPTIC: A Deep Neural Network Approach for Entity Linking using
Word and Knowledge Embeddings Inproceedings Proceedings of the 22nd International Conference on Enterprise Information
Systems, ICEIS 2020, Prague, Czech Republic, May 5-7, 2020, Volume
1, pp. 315–326, SCITEPRESS, 2020. Links | BibTeX @inproceedings{DBLP:conf/iceis/OliveiraMGF20,
title = {OPTIC: A Deep Neural Network Approach for Entity Linking using
Word and Knowledge Embeddings},
author = {Italo Lopes Oliveira and
Diego Moussallem and
Lu{'i}s Paulo Faina Garcia and
Renato Fileto},
url = {https://doi.org/10.5220/0009351203150326},
doi = {10.5220/0009351203150326},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 22nd International Conference on Enterprise Information
Systems, ICEIS 2020, Prague, Czech Republic, May 5-7, 2020, Volume
1},
pages = {315--326},
publisher = {SCITEPRESS},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Barella, Victor H; 'i, Lu; de Carvalho, André C P L F Simulating Complexity Measures on Imbalanced Datasets Inproceedings Intelligent Systems - 9th Brazilian Conference, BRACIS 2020, Rio
Grande, Brazil, October 20-23, 2020, Proceedings, Part II, pp. 498–512, Springer, 2020. Links | BibTeX @inproceedings{DBLP:conf/bracis/BarellaGC20,
title = {Simulating Complexity Measures on Imbalanced Datasets},
author = {Victor H. Barella and
Lu{'i}s Paulo F. Garcia and
André C. P. L. F. de Carvalho},
url = {https://doi.org/10.1007/978-3-030-61380-8_34},
doi = {10.1007/978-3-030-61380-8_34},
year = {2020},
date = {2020-01-01},
booktitle = {Intelligent Systems - 9th Brazilian Conference, BRACIS 2020, Rio
Grande, Brazil, October 20-23, 2020, Proceedings, Part II},
volume = {12320},
pages = {498--512},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
'i, Lu; Rivolli, Adriano; c c, Edesio Alcoba; Lorena, Ana Carolina; de Carvalho, André C P L F Boosting meta-learning with simulated data complexity measures Journal Article Intell. Data Anal., 24 (5), pp. 1011–1028, 2020. Links | BibTeX @article{DBLP:journals/ida/GarciaRALC20,
title = {Boosting meta-learning with simulated data complexity measures},
author = {Lu{'i}s Paulo F. Garcia and
Adriano Rivolli and
Edesio Alcoba{c c}a and
Ana Carolina Lorena and
André C. P. L. F. de Carvalho},
url = {https://doi.org/10.3233/IDA-194803},
doi = {10.3233/IDA-194803},
year = {2020},
date = {2020-01-01},
journal = {Intell. Data Anal.},
volume = {24},
number = {5},
pages = {1011--1028},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
c c, Edesio Alcoba; Siqueira, Felipe; Rivolli, Adriano; 'i, Lu; Oliva, Jefferson Tales; de Carvalho, André C P L F MFE: Towards reproducible meta-feature extraction Journal Article J. Mach. Learn. Res., 21 , pp. 111:1–111:5, 2020. Links | BibTeX @article{DBLP:journals/jmlr/AlcobacaSRGOC20,
title = {MFE: Towards reproducible meta-feature extraction},
author = {Edesio Alcoba{c c}a and
Felipe Siqueira and
Adriano Rivolli and
Lu{'i}s Paulo F. Garcia and
Jefferson Tales Oliva and
André C. P. L. F. de Carvalho},
url = {http://jmlr.org/papers/v21/19-348.html},
year = {2020},
date = {2020-01-01},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {111:1--111:5},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2019
|
Lorena, Ana Carolina; 'i, Lu; Lehmann, Jens; 'i, Marc; Ho, Tin Kam How Complex Is Your Classification Problem?: A Survey on Measuring
Classification Complexity Journal Article ACM Comput. Surv., 52 (5), pp. 107:1–107:34, 2019. Links | BibTeX @article{DBLP:journals/csur/LorenaGLSH19,
title = {How Complex Is Your Classification Problem?: A Survey on Measuring
Classification Complexity},
author = {Ana Carolina Lorena and
Lu{'i}s Paulo F. Garcia and
Jens Lehmann and
Marc{'i}lio Carlos Pereira de Souto and
Tin Kam Ho},
url = {https://doi.org/10.1145/3347711},
doi = {10.1145/3347711},
year = {2019},
date = {2019-01-01},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pages = {107:1--107:34},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
'i, Lu; Lehmann, Jens; de Carvalho, André C P L F; Lorena, Ana Carolina New label noise injection methods for the evaluation of noise filters Journal Article Knowl. Based Syst., 163 , pp. 693–704, 2019. Links | BibTeX @article{DBLP:journals/kbs/GarciaLCL19,
title = {New label noise injection methods for the evaluation of noise filters},
author = {Lu{'i}s Paulo F. Garcia and
Jens Lehmann and
André C. P. L. F. de Carvalho and
Ana Carolina Lorena},
url = {http://jens-lehmann.org/files/2019/kbs_noise.pdf},
doi = {10.1016/j.knosys.2018.09.031},
year = {2019},
date = {2019-01-01},
journal = {Knowl. Based Syst.},
volume = {163},
pages = {693--704},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Barella, Victor H; Garcia, Luís Paulo F; de Carvalho, André C P L F The Influence of Sampling on Imbalanced Data Classification Inproceedings 8th Brazilian Conference on Intelligent Systems, BRACIS 2019, Salvador,
Brazil, October 15-18, 2019, pp. 210–215, IEEE, 2019. Links | BibTeX @inproceedings{DBLP:conf/bracis/BarellaGC19,
title = {The Influence of Sampling on Imbalanced Data Classification},
author = {Victor H. Barella and
Luís Paulo F. Garcia and
André C. P. L. F. de Carvalho},
url = {https://doi.org/10.1109/BRACIS.2019.00045},
doi = {10.1109/BRACIS.2019.00045},
year = {2019},
date = {2019-01-01},
booktitle = {8th Brazilian Conference on Intelligent Systems, BRACIS 2019, Salvador,
Brazil, October 15-18, 2019},
pages = {210--215},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2018
|
'i, Lu; Lorena, Ana Carolina; de Souto, Marcilio C P; Ho, Tin Kam Classifier Recommendation Using Data Complexity Measures Inproceedings 24th International Conference on Pattern Recognition, ICPR 2018,
Beijing, China, August 20-24, 2018, pp. 874–879, IEEE Computer Society, 2018. Links | BibTeX @inproceedings{DBLP:conf/icpr/GarciaLSH18,
title = {Classifier Recommendation Using Data Complexity Measures},
author = {Lu{'i}s Paulo F. Garcia and
Ana Carolina Lorena and
Marcilio C. P. de Souto and
Tin Kam Ho},
url = {https://doi.org/10.1109/ICPR.2018.8545110},
doi = {10.1109/ICPR.2018.8545110},
year = {2018},
date = {2018-01-01},
booktitle = {24th International Conference on Pattern Recognition, ICPR 2018,
Beijing, China, August 20-24, 2018},
pages = {874--879},
publisher = {IEEE Computer Society},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Barella, Victor H; 'i, Lu; de Souto, Marcilio C P; Lorena, Ana Carolina; de Carvalho, André C P L F Data Complexity Measures for Imbalanced Classification Tasks Inproceedings 2018 International Joint Conference on Neural Networks, IJCNN 2018,
Rio de Janeiro, Brazil, July 8-13, 2018, pp. 1–8, IEEE, 2018. Links | BibTeX @inproceedings{DBLP:conf/ijcnn/BarellaGSLC18,
title = {Data Complexity Measures for Imbalanced Classification Tasks},
author = {Victor H. Barella and
Lu{'i}s Paulo F. Garcia and
Marcilio C. P. de Souto and
Ana Carolina Lorena and
André C. P. L. F. de Carvalho},
url = {https://doi.org/10.1109/IJCNN.2018.8489661},
doi = {10.1109/IJCNN.2018.8489661},
year = {2018},
date = {2018-01-01},
booktitle = {2018 International Joint Conference on Neural Networks, IJCNN 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2017
|
Morales, Pablo; Luengo, Julián; 'i, Lu; Lorena, Ana Carolina; de Carvalho, André C P L F; Herrera, Francisco The NoiseFiltersR Package: Label Noise Preprocessing in R Journal Article R J., 9 (1), pp. 219, 2017. Links | BibTeX @article{DBLP:journals/rjour/MoralesLGLCH17,
title = {The NoiseFiltersR Package: Label Noise Preprocessing in R},
author = {Pablo Morales and
Julián Luengo and
Lu{'i}s Paulo F. Garcia and
Ana Carolina Lorena and
André C. P. L. F. de Carvalho and
Francisco Herrera},
url = {https://doi.org/10.32614/rj-2017-027},
doi = {10.32614/rj-2017-027},
year = {2017},
date = {2017-01-01},
journal = {R J.},
volume = {9},
number = {1},
pages = {219},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2016
|
'i, Lu; Lorena, Ana Carolina; Matwin, Stan; de de Carvalho, André Carlos Ponce Leon Ferreira Ensembles of label noise filters: a ranking approach Journal Article Data Min. Knowl. Discov., 30 (5), pp. 1192–1216, 2016. Links | BibTeX @article{DBLP:journals/datamine/GarciaLMC16,
title = {Ensembles of label noise filters: a ranking approach},
author = {Lu{'i}s Paulo F. Garcia and
Ana Carolina Lorena and
Stan Matwin and
André Carlos Ponce de Leon Ferreira de Carvalho},
url = {https://doi.org/10.1007/s10618-016-0475-9},
doi = {10.1007/s10618-016-0475-9},
year = {2016},
date = {2016-01-01},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {5},
pages = {1192--1216},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
'i, Lu; de Carvalho, André C P L F; Lorena, Ana Carolina Noise detection in the meta-learning level Journal Article Neurocomputing, 176 , pp. 14–25, 2016. Links | BibTeX @article{DBLP:journals/ijon/GarciaCL16,
title = {Noise detection in the meta-learning level},
author = {Lu{'i}s Paulo F. Garcia and
André C. P. L. F. de Carvalho and
Ana Carolina Lorena},
url = {https://doi.org/10.1016/j.neucom.2014.12.100},
doi = {10.1016/j.neucom.2014.12.100},
year = {2016},
date = {2016-01-01},
journal = {Neurocomputing},
volume = {176},
pages = {14--25},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
'i, Lu Detecc cão de ru'idos em problemas de classificac cão PhD Thesis University of São Paulo, Brazil, 2016. Links | BibTeX @phdthesis{DBLP:phd/ndltd/Garcia16bb,
title = {Detecc cão de ru'idos em problemas de classificac cão},
author = {Lu{'i}s Paulo Faina Garcia},
url = {http://www.teses.usp.br/teses/disponiveis/55/55134/tde-29112016-155215/},
year = {2016},
date = {2016-01-01},
school = {University of São Paulo, Brazil},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
2015
|
Lorena, Ana Carolina; 'i, Lu; de Carvalho, André C P L F Adapting Noise Filters for Ranking Inproceedings 2015 Brazilian Conference on Intelligent Systems, BRACIS 2015, Natal,
Brazil, November 4-7, 2015, pp. 299–304, IEEE Computer Society, 2015. Links | BibTeX @inproceedings{DBLP:conf/bracis/LorenaGC15,
title = {Adapting Noise Filters for Ranking},
author = {Ana Carolina Lorena and
Lu{'i}s Paulo Faina Garcia and
André C. P. L. F. de Carvalho},
url = {https://doi.org/10.1109/BRACIS.2015.58},
doi = {10.1109/BRACIS.2015.58},
year = {2015},
date = {2015-01-01},
booktitle = {2015 Brazilian Conference on Intelligent Systems, BRACIS 2015, Natal,
Brazil, November 4-7, 2015},
pages = {299--304},
publisher = {IEEE Computer Society},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
'i, Lu; de Carvalho, André C P L F; Lorena, Ana Carolina Effect of label noise in the complexity of classification problems Journal Article Neurocomputing, 160 , pp. 108–119, 2015. Links | BibTeX @article{DBLP:journals/ijon/GarciaCL15,
title = {Effect of label noise in the complexity of classification problems},
author = {Lu{'i}s Paulo F. Garcia and
André C. P. L. F. de Carvalho and
Ana Carolina Lorena},
url = {https://doi.org/10.1016/j.neucom.2014.10.085},
doi = {10.1016/j.neucom.2014.10.085},
year = {2015},
date = {2015-01-01},
journal = {Neurocomputing},
volume = {160},
pages = {108--119},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
'i, Lu; Sáez, José A; Luengo, Julián; Lorena, Ana Carolina; de Carvalho, André C P L F; Herrera, Francisco Using the One-vs-One decomposition to improve the performance of class
noise filters via an aggregation strategy in multi-class classification
problems Journal Article Knowl. Based Syst., 90 , pp. 153–164, 2015. Links | BibTeX @article{DBLP:journals/kbs/GarciaSLLCH15,
title = {Using the One-vs-One decomposition to improve the performance of class
noise filters via an aggregation strategy in multi-class classification
problems},
author = {Lu{'i}s Paulo F. Garcia and
José A. Sáez and
Julián Luengo and
Ana Carolina Lorena and
André C. P. L. F. de Carvalho and
Francisco Herrera},
url = {https://doi.org/10.1016/j.knosys.2015.09.023},
doi = {10.1016/j.knosys.2015.09.023},
year = {2015},
date = {2015-01-01},
journal = {Knowl. Based Syst.},
volume = {90},
pages = {153--164},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2013
|
Hybrid Artificial Intelligent Systems - 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings Proceeding Springer, 8073 , 2013, ISBN: 978-3-642-40845-8. Links | BibTeX @proceedings{conf/hais/2013,
title = {Hybrid Artificial Intelligent Systems - 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings},
doi = {10.1007/978-3-642-40846-5},
isbn = {978-3-642-40845-8},
year = {2013},
date = {2013-01-01},
volume = {8073},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
'i, Lu; de Carvalho, André C P L F; Lorena, Ana Carolina Noisy Data Set Identification Inproceedings Hybrid Artificial Intelligent Systems - 8th International Conference,
HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings, pp. 629–638, Springer, 2013. Links | BibTeX @inproceedings{DBLP:conf/hais/GarciaCL13,
title = {Noisy Data Set Identification},
author = {Lu{'i}s Paulo F. Garcia and
André C. P. L. F. de Carvalho and
Ana Carolina Lorena},
url = {https://doi.org/10.1007/978-3-642-40846-5_63},
doi = {10.1007/978-3-642-40846-5_63},
year = {2013},
date = {2013-01-01},
booktitle = {Hybrid Artificial Intelligent Systems - 8th International Conference,
HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings},
volume = {8073},
pages = {629--638},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2012
|
2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, 2012 Proceeding IEEE Computer Society, 2012, ISBN: 978-1-4673-2641-4. BibTeX @proceedings{conf/sbrn/2012,
title = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, 2012},
isbn = {978-1-4673-2641-4},
year = {2012},
date = {2012-01-01},
publisher = {IEEE Computer Society},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
'i, Lu; Lorena, Ana Carolina; de Carvalho, André C P L F A Study on Class Noise Detection and Elimination Inproceedings 2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, 2012, pp. 13–18, IEEE Computer Society, 2012. Links | BibTeX @inproceedings{DBLP:conf/sbrn/GarciaLC12,
title = {A Study on Class Noise Detection and Elimination},
author = {Lu{'i}s Paulo F. Garcia and
Ana Carolina Lorena and
André C. P. L. F. de Carvalho},
url = {https://doi.org/10.1109/SBRN.2012.49},
doi = {10.1109/SBRN.2012.49},
year = {2012},
date = {2012-01-01},
booktitle = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, 2012},
pages = {13--18},
publisher = {IEEE Computer Society},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2009
|
Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings Proceeding Springer, 5572 , 2009, ISBN: 978-3-642-02318-7. Links | BibTeX @proceedings{conf/hais/2009,
title = {Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
doi = {10.1007/978-3-642-02319-4},
isbn = {978-3-642-02318-7},
year = {2009},
date = {2009-01-01},
volume = {5572},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
Miranda, André L B; 'i, Lu; de Carvalho, André C P L F; Lorena, Ana Carolina Use of Classification Algorithms in Noise Detection and Elimination Inproceedings Hybrid Artificial Intelligence Systems, 4th International Conference,
HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, pp. 417–424, Springer, 2009. Links | BibTeX @inproceedings{DBLP:conf/hais/MirandaGCL09,
title = {Use of Classification Algorithms in Noise Detection and Elimination},
author = {André L. B. Miranda and
Lu{'i}s Paulo F. Garcia and
André C. P. L. F. de Carvalho and
Ana Carolina Lorena},
url = {https://doi.org/10.1007/978-3-642-02319-4_50},
doi = {10.1007/978-3-642-02319-4_50},
year = {2009},
date = {2009-01-01},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
volume = {5572},
pages = {417--424},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
