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ORCIDBibTeX records: Ana Carolina Lorena
@article{DBLP:journals/datamine/PereiraSML24,
author = {Jo{\~{a}}o Luiz Junho Pereira and
Kate Smith{-}Miles and
Mario Andr{\'{e}}s Mu{\~{n}}oz and
Ana Carolina Lorena},
title = {Optimal selection of benchmarking datasets for unbiased machine learning
algorithm evaluation},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {2},
pages = {461--500},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00957-1},
doi = {10.1007/S10618-023-00957-1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/PereiraSML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/FerreiraL23,
author = {Eduardo Vargas Ferreira and
Ana Carolina Lorena},
editor = {Murilo Coelho Naldi and
Reinaldo A. C. Bianchi},
title = {Machine Teaching: An Explainable Machine Learning Model for Individualized
Education},
booktitle = {Intelligent Systems - 12th Brazilian Conference, {BRACIS} 2023, Belo
Horizonte, Brazil, September 25-29, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14195},
pages = {321--336},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45368-7\_21},
doi = {10.1007/978-3-031-45368-7\_21},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/FerreiraL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/ValerianoPKL23,
author = {Maria Gabriela Valeriano and
Pedro Yuri Arbs Paiva and
Carlos Roberto Veiga Kiffer and
Ana Carolina Lorena},
editor = {Murilo Coelho Naldi and
Reinaldo A. C. Bianchi},
title = {A Framework for Characterizing What Makes an Instance Hard to Classify},
booktitle = {Intelligent Systems - 12th Brazilian Conference, {BRACIS} 2023, Belo
Horizonte, Brazil, September 25-29, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14196},
pages = {353--367},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45389-2\_24},
doi = {10.1007/978-3-031-45389-2\_24},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/ValerianoPKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/MeloCLG23,
author = {Fernanda A. Melo and
Andr{\'{e}} C. P. L. F. de Carvalho and
Ana Carolina Lorena and
Lu{\'{\i}}s Paulo F. Garcia},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Model Performance Prediction: {A} Meta-Learning Approach for Concept
Drift Detection},
booktitle = {Hybrid Artificial Intelligent Systems - 18th International Conference,
{HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14001},
pages = {51--62},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_5},
doi = {10.1007/978-3-031-40725-3\_5},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/MeloCLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/LanchoSLD23,
author = {Carmen Lancho and
Marcilio C. P. de Souto and
Ana Carolina Lorena and
Isaac Mart{\'{\i}}n de Diego},
editor = {Paulo Quaresma and
David Camacho and
Hujun Yin and
Teresa Gon{\c{c}}alves and
Vicente Juli{\'{a}}n and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {Complexity-Driven Sampling for Bagging},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2023
- 24th International Conference, {\'{E}}vora, Portugal, November
22-24, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14404},
pages = {15--21},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-48232-8\_2},
doi = {10.1007/978-3-031-48232-8\_2},
timestamp = {Fri, 24 Nov 2023 11:44:36 +0100},
biburl = {https://dblp.org/rec/conf/ideal/LanchoSLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2023,
editor = {Albert Bifet and
Ana Carolina Lorena and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Pedro H. Abreu},
title = {Discovery Science - 26th International Conference, {DS} 2023, Porto,
Portugal, October 9-11, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14276},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45275-8},
doi = {10.1007/978-3-031-45275-8},
isbn = {978-3-031-45274-1},
timestamp = {Wed, 11 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/FrancisquiniLN22,
author = {Rodrigo Francisquini and
Ana Carolina Lorena and
Mari{\'{a}} C. V. Nascimento},
title = {Community-based anomaly detection using spectral graph filtering},
journal = {Appl. Soft Comput.},
volume = {118},
pages = {108489},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2022.108489},
doi = {10.1016/J.ASOC.2022.108489},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/FrancisquiniLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PaivaMSVL22,
author = {Pedro Yuri Arbs Paiva and
Camila Castro Moreno and
Kate Smith{-}Miles and
Maria Gabriela Valeriano and
Ana Carolina Lorena},
title = {Relating instance hardness to classification performance in a dataset:
a visual approach},
journal = {Mach. Learn.},
volume = {111},
number = {8},
pages = {3085--3123},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06205-9},
doi = {10.1007/S10994-022-06205-9},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PaivaMSVL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/FernandesSL22,
author = {Luiz Henrique dos Santos Fernandes and
Kate Smith{-}Miles and
Ana Carolina Lorena},
editor = {Jo{\~{a}}o Carlos Xavier Junior and
Ricardo Ara{\'{u}}jo Rios},
title = {Generating Diverse Clustering Datasets with Targeted Characteristics},
booktitle = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,
Brazil, November 28 - December 1, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13653},
pages = {398--412},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21686-2\_28},
doi = {10.1007/978-3-031-21686-2\_28},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/FernandesSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/ValerianoKHZBMS22,
author = {Maria Gabriela Valeriano and
Carlos Roberto Veiga Kiffer and
Giane Higino and
Paloma Zan{\~{a}}o and
Dulce A. Barbosa and
Patr{\'{\i}}cia A. Moreira and
Paulo Caleb J. L. Santos and
Renato Grinbaum and
Ana Carolina Lorena},
title = {Let the data speak: analysing data from multiple health centers of
the S{\~{a}}o Paulo metropolitan area for {COVID-19} clinical deterioration
prediction},
booktitle = {22nd {IEEE} International Symposium on Cluster, Cloud and Internet
Computing, CCGrid 2022, Taormina, Italy, May 16-19, 2022},
pages = {948--951},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CCGrid54584.2022.00115},
doi = {10.1109/CCGRID54584.2022.00115},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccgrid/ValerianoKHZBMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09936,
author = {Rodrigo Francisquini and
Ana Carolina Lorena and
Mari{\'{a}} C. V. Nascimento},
title = {Community-based anomaly detection using spectral graph filtering},
journal = {CoRR},
volume = {abs/2201.09936},
year = {2022},
url = {https://arxiv.org/abs/2201.09936},
eprinttype = {arXiv},
eprint = {2201.09936},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01897,
author = {Gustavo P. Torquette and
Victor S. Nunes and
Pedro Yuri Arbs Paiva and
Louren{\c{c}}o B. C. Neto and
Ana Carolina Lorena},
title = {Characterizing instance hardness in classification and regression
problems},
journal = {CoRR},
volume = {abs/2212.01897},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01897},
doi = {10.48550/ARXIV.2212.01897},
eprinttype = {arXiv},
eprint = {2212.01897},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/PovoaCLRS21,
author = {Lucas Venezian Povoa and
Uriel Cair{\^{e}} Balan Calvi and
Ana Carolina Lorena and
Carlos Henrique Costa Ribeiro and
Israel T. da Silva},
title = {A Multi-Learning Training Approach for Distinguishing Low and High
Risk Cancer Patients},
journal = {{IEEE} Access},
volume = {9},
pages = {115453--115465},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3104820},
doi = {10.1109/ACCESS.2021.3104820},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/PovoaCLRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/FernandesLS21,
author = {Luiz Henrique dos Santos Fernandes and
Ana Carolina Lorena and
Kate Smith{-}Miles},
title = {Towards Understanding Clustering Problems and Algorithms: An Instance
Space Analysis},
journal = {Algorithms},
volume = {14},
number = {3},
pages = {95},
year = {2021},
url = {https://doi.org/10.3390/a14030095},
doi = {10.3390/A14030095},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/FernandesLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cleiej/AbuabaraVKYL21,
author = {Leila Abuabara and
Maria Gabriela Valeriano and
Carlos Roberto Veiga Kiffer and
Horacio Hideki Yanasse and
Ana Carolina Lorena},
title = {Using Machine Learning to support health system planning during the
Covid-19 pandemic: a case study using data from S{\~{a}}o Jos{\'{e}}
dos Campos (Brazil)},
journal = {{CLEI} Electron. J.},
volume = {24},
number = {3},
year = {2021},
url = {https://doi.org/10.19153/cleiej.24.3.5},
doi = {10.19153/CLEIEJ.24.3.5},
timestamp = {Tue, 25 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cleiej/AbuabaraVKYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BarellaGSLC21,
author = {Victor H. Barella and
Lu{\'{\i}}s Paulo F. Garcia and
Marcilio C. P. de Souto and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Assessing the data complexity of imbalanced datasets},
journal = {Inf. Sci.},
volume = {553},
pages = {83--109},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.006},
doi = {10.1016/J.INS.2020.12.006},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/BarellaGSLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MunozYLSLPR21,
author = {Mario Andr{\'{e}}s Mu{\~{n}}oz and
Tao Yan and
Matheus R. Leal and
Kate Smith{-}Miles and
Ana Carolina Lorena and
Gisele L. Pappa and
R{\^{o}}mulo Madureira Rodrigues},
title = {An Instance Space Analysis of Regression Problems},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {28:1--28:25},
year = {2021},
url = {https://doi.org/10.1145/3436893},
doi = {10.1145/3436893},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/MunozYLSLPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/FernandesSL21,
author = {Luiz Henrique dos Santos Fernandes and
Marcilio C. P. de Souto and
Ana Carolina Lorena},
editor = {Teddy Mantoro and
Minho Lee and
Media Anugerah Ayu and
Kok Wai Wong and
Achmad Nizar Hidayanto},
title = {Evaluating Data Characterization Measures for Clustering Problems
in Meta-learning},
booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}
2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {13108},
pages = {621--632},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92185-9\_51},
doi = {10.1007/978-3-030-92185-9\_51},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/FernandesSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RivolliGLC21,
author = {Adriano Rivolli and
Lu{\'{\i}}s Paulo F. Garcia and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Study of the Correlation of Metafeatures Used for Metalearning},
booktitle = {Advances in Computational Intelligence - 16th International Work-Conference
on Artificial Neural Networks, {IWANN} 2021, Virtual Event, June 16-18,
2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12861},
pages = {471--483},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85030-2\_39},
doi = {10.1007/978-3-030-85030-2\_39},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/RivolliGLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/SousaSKL21,
author = {H{\'{e}}rio Sousa and
Marcilio C. P. de Souto and
Reginaldo Massanobu Kuroshu and
Ana Carolina Lorena},
editor = {Chih{-}Cheng Hung and
Jiman Hong and
Alessio Bechini and
Eunjee Song},
title = {Automatic recovering the number \emph{k} of clusters in the data by
active query selection},
booktitle = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, Republic of Korea, March 22-26, 2021},
pages = {1021--1029},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3412841.3441978},
doi = {10.1145/3412841.3441978},
timestamp = {Mon, 03 May 2021 14:34:56 +0200},
biburl = {https://dblp.org/rec/conf/sac/SousaSKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14430,
author = {Pedro Yuri Arbs Paiva and
Kate Smith{-}Miles and
Maria Gabriela Valeriano and
Ana Carolina Lorena},
title = {PyHard: a novel tool for generating hardness embeddings to support
data-centric analysis},
journal = {CoRR},
volume = {abs/2109.14430},
year = {2021},
url = {https://arxiv.org/abs/2109.14430},
eprinttype = {arXiv},
eprint = {2109.14430},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/GarciaRALC20,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Adriano Rivolli and
Edesio Alcoba{\c{c}}a and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Boosting meta-learning with simulated data complexity measures},
journal = {Intell. Data Anal.},
volume = {24},
number = {5},
pages = {1011--1028},
year = {2020},
url = {https://doi.org/10.3233/IDA-194803},
doi = {10.3233/IDA-194803},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/GarciaRALC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/ArrudaPL20,
author = {Jos{\'{e}} L. M. Arruda and
Ricardo B. C. Prud{\^{e}}ncio and
Ana Carolina Lorena},
editor = {Ricardo Cerri and
Ronaldo C. Prati},
title = {Measuring Instance Hardness Using Data Complexity Measures},
booktitle = {Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio
Grande, Brazil, October 20-23, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12320},
pages = {483--497},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61380-8\_33},
doi = {10.1007/978-3-030-61380-8\_33},
timestamp = {Wed, 21 Oct 2020 16:49:40 +0200},
biburl = {https://dblp.org/rec/conf/bracis/ArrudaPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GalindoCQL20,
author = {Yuri Galindo and
Marcelo De Cicco and
Marcos G. Quiles and
Ana Carolina Lorena},
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {Monitoring Night Skies with Deep Learning},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {1332},
pages = {460--468},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63820-7\_53},
doi = {10.1007/978-3-030-63820-7\_53},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/GalindoCQL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/LorenaGLSH19,
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},
title = {How Complex Is Your Classification Problem?: {A} Survey on Measuring
Classification Complexity},
journal = {{ACM} Comput. Surv.},
volume = {52},
number = {5},
pages = {107:1--107:34},
year = {2019},
url = {https://doi.org/10.1145/3347711},
doi = {10.1145/3347711},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/LorenaGLSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GarciaLCL19,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Jens Lehmann and
Andr{\'{e}} C. P. L. F. de Carvalho and
Ana Carolina Lorena},
title = {New label noise injection methods for the evaluation of noise filters},
journal = {Knowl. Based Syst.},
volume = {163},
pages = {693--704},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2018.09.031},
doi = {10.1016/J.KNOSYS.2018.09.031},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/GarciaLCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/ZorziL19,
author = {Lucas P. Zorzi and
Ana Carolina Lorena},
title = {Exploring Artificial Neural Networks: {A} Data Complexity Perspective},
booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
Brazil, October 15-18, 2019},
pages = {830--835},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BRACIS.2019.00148},
doi = {10.1109/BRACIS.2019.00148},
timestamp = {Thu, 09 Jan 2020 12:36:19 +0100},
biburl = {https://dblp.org/rec/conf/bracis/ZorziL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OkimotoL19,
author = {Lucas Chesini Okimoto and
Ana Carolina Lorena},
title = {Data complexity measures in feature selection},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852440},
doi = {10.1109/IJCNN.2019.8852440},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/OkimotoL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/QuiterioL18,
author = {Thaise M. Quiterio and
Ana Carolina Lorena},
title = {Using complexity measures to determine the structure of directed acyclic
graphs in multiclass classification},
journal = {Appl. Soft Comput.},
volume = {65},
pages = {428--442},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2018.01.013},
doi = {10.1016/J.ASOC.2018.01.013},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/QuiterioL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/PisaniLC18,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Adaptive Biometric Systems using Ensembles},
journal = {{IEEE} Intell. Syst.},
volume = {33},
number = {2},
pages = {19--28},
year = {2018},
url = {https://doi.org/10.1109/MIS.2018.111144956},
doi = {10.1109/MIS.2018.111144956},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/PisaniLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LorenaMMCP18,
author = {Ana Carolina Lorena and
Aron I. Maciel and
P{\'{e}}ricles B. C. de Miranda and
Ivan G. Costa and
Ricardo B. C. Prud{\^{e}}ncio},
title = {Data complexity meta-features for regression problems},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {209--246},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5681-1},
doi = {10.1007/S10994-017-5681-1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LorenaMMCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/LorenaC18,
author = {Ana Carolina Lorena and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {Interdisciplinary Data Analysis},
journal = {New Gener. Comput.},
volume = {36},
number = {1},
pages = {1--3},
year = {2018},
url = {https://doi.org/10.1007/s00354-017-0030-2},
doi = {10.1007/S00354-017-0030-2},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/LorenaC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/NagaiSALK18,
author = {James Shiniti Nagai and
H{\'{e}}rio Sousa and
Alexandre Hild Aono and
Ana Carolina Lorena and
Reginaldo Massanobu Kuroshu},
title = {Gene Essentiality Prediction Using Topological Features From Metabolic
Networks},
booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o
Paulo, Brazil, October 22-25, 2018},
pages = {91--96},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/BRACIS.2018.00024},
doi = {10.1109/BRACIS.2018.00024},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/NagaiSALK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SilvaBL18,
author = {Guilherme Ribeiroda Silva and
M{\'{a}}rcio P. Basgalupp and
Ana Carolina Lorena},
title = {Automatic Design of Evolutionary Algorithms Based on Entropy Triggers},
booktitle = {2018 {IEEE} Congress on Evolutionary Computation, {CEC} 2018, Rio
de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CEC.2018.8477901},
doi = {10.1109/CEC.2018.8477901},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/SilvaBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GarciaLSH18,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Ana Carolina Lorena and
Marcilio C. P. de Souto and
Tin Kam Ho},
title = {Classifier Recommendation Using Data Complexity Measures},
booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018,
Beijing, China, August 20-24, 2018},
pages = {874--879},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICPR.2018.8545110},
doi = {10.1109/ICPR.2018.8545110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/GarciaLSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BarellaGSLC18,
author = {Victor H. Barella and
Lu{\'{\i}}s Paulo F. Garcia and
Marcilio C. P. de Souto and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Data Complexity Measures for Imbalanced Classification Tasks},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489661},
doi = {10.1109/IJCNN.2018.8489661},
timestamp = {Tue, 29 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/BarellaGSLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MeloL18,
author = {Vin{\'{\i}}cius Veloso de Melo and
Ana Carolina Lorena},
title = {Using Complexity Measures to Evolve Synthetic Classification Datasets},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489645},
doi = {10.1109/IJCNN.2018.8489645},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/MeloL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03591,
author = {Ana Carolina Lorena and
Lu{\'{\i}}s Paulo F. Garcia and
Jens Lehmann and
Marcilio C. P. de Souto and
Tin Kam Ho},
title = {How Complex is your classification problem? {A} survey on measuring
classification complexity},
journal = {CoRR},
volume = {abs/1808.03591},
year = {2018},
url = {http://arxiv.org/abs/1808.03591},
eprinttype = {arXiv},
eprint = {1808.03591},
timestamp = {Tue, 29 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/SpolaorLL17,
author = {Newton Spola{\^{o}}r and
Ana Carolina Lorena and
Huei Diana Lee},
title = {Feature Selection via Pareto Multi-objective Genetic Algorithms},
journal = {Appl. Artif. Intell.},
volume = {31},
number = {9-10},
pages = {764--791},
year = {2017},
url = {https://doi.org/10.1080/08839514.2018.1444334},
doi = {10.1080/08839514.2018.1444334},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/SpolaorLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/PisaniPCL17,
author = {Paulo Henrique Pisani and
Norman Poh and
Andr{\'{e}} C. P. L. F. de Carvalho and
Ana Carolina Lorena},
title = {Score normalization applied to adaptive biometric systems},
journal = {Comput. Secur.},
volume = {70},
pages = {565--580},
year = {2017},
url = {https://doi.org/10.1016/j.cose.2017.07.014},
doi = {10.1016/J.COSE.2017.07.014},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/PisaniPCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/PisaniLC17,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Adaptive algorithms applied to accelerometer biometrics in a data
stream context},
journal = {Intell. Data Anal.},
volume = {21},
number = {2},
pages = {353--370},
year = {2017},
url = {https://doi.org/10.3233/IDA-150403},
doi = {10.3233/IDA-150403},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/PisaniLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rjour/MoralesLGLCH17,
author = {Pablo Morales{-}{\'{A}}lvarez and
Juli{\'{a}}n Luengo and
Lu{\'{\i}}s Paulo F. Garcia and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho and
Francisco Herrera},
title = {The NoiseFiltersR Package: Label Noise Preprocessing in {R}},
journal = {R J.},
volume = {9},
number = {1},
pages = {219},
year = {2017},
url = {https://doi.org/10.32614/rj-2017-027},
doi = {10.32614/RJ-2017-027},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rjour/MoralesLGLCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/OkimotoSL17,
author = {Lucas Chesini Okimoto and
Ricardo Manh{\~{a}}es Savii and
Ana Carolina Lorena},
title = {Complexity Measures Effectiveness in Feature Selection},
booktitle = {2017 Brazilian Conference on Intelligent Systems, {BRACIS} 2017, Uberl{\^{a}}ndia,
Brazil, October 2-5, 2017},
pages = {91--96},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BRACIS.2017.66},
doi = {10.1109/BRACIS.2017.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/OkimotoSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/SousaLB17,
author = {Arua De M. Sousa and
Ana Carolina Lorena and
M{\'{a}}rcio P. Basgalupp},
title = {{GEEK:} Grammatical Evolution for Automatically Evolving Kernel Functions},
booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4,
2017},
pages = {941--948},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.334},
doi = {10.1109/TRUSTCOM/BIGDATASE/ICESS.2017.334},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/SousaLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/PisaniGCL16,
author = {Paulo Henrique Pisani and
Romain Giot and
Andr{\'{e}} C. P. L. F. de Carvalho and
Ana Carolina Lorena},
title = {Enhanced template update: Application to keystroke dynamics},
journal = {Comput. Secur.},
volume = {60},
pages = {134--153},
year = {2016},
url = {https://doi.org/10.1016/j.cose.2016.04.004},
doi = {10.1016/J.COSE.2016.04.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/PisaniGCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GarciaLMC16,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Ana Carolina Lorena and
Stan Matwin and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Ensembles of label noise filters: a ranking approach},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {5},
pages = {1192--1216},
year = {2016},
url = {https://doi.org/10.1007/s10618-016-0475-9},
doi = {10.1007/S10618-016-0475-9},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/GarciaLMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GarciaCL16,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Andr{\'{e}} C. P. L. F. de Carvalho and
Ana Carolina Lorena},
title = {Noise detection in the meta-learning level},
journal = {Neurocomputing},
volume = {176},
pages = {14--25},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2014.12.100},
doi = {10.1016/J.NEUCOM.2014.12.100},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/GarciaCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/QuiterioL16,
author = {Thaise M. Quiterio and
Ana Carolina Lorena},
title = {Determining the Structure of Decision Directed Acyclic Graphs for
Multiclass Classification Problems},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {115--120},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.031},
doi = {10.1109/BRACIS.2016.031},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/QuiterioL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MacielCL16,
author = {Aron I. Maciel and
Ivan G. Costa and
Ana Carolina Lorena},
title = {Measuring the complexity of regression problems},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {1450--1457},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727369},
doi = {10.1109/IJCNN.2016.7727369},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/MacielCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/PisaniL15,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena},
title = {Emphasizing typing signature in keystroke dynamics using immune algorithms},
journal = {Appl. Soft Comput.},
volume = {34},
pages = {178--193},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2015.05.008},
doi = {10.1016/J.ASOC.2015.05.008},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/PisaniL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GarciaCL15,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Andr{\'{e}} C. P. L. F. de Carvalho and
Ana Carolina Lorena},
title = {Effect of label noise in the complexity of classification problems},
journal = {Neurocomputing},
volume = {160},
pages = {108--119},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.10.085},
doi = {10.1016/J.NEUCOM.2014.10.085},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/GarciaCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jirs/LorenaCL15,
author = {Luiz Henrique Nogueira Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Ana Carolina Lorena},
title = {Filter Feature Selection for One-Class Classification},
journal = {J. Intell. Robotic Syst.},
volume = {80},
number = {Supplement-1},
pages = {227--243},
year = {2015},
url = {https://doi.org/10.1007/s10846-014-0101-2},
doi = {10.1007/S10846-014-0101-2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jirs/LorenaCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jirs/PisaniLC15,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Adaptive Positive Selection for Keystroke Dynamics},
journal = {J. Intell. Robotic Syst.},
volume = {80},
number = {Supplement-1},
pages = {277--293},
year = {2015},
url = {https://doi.org/10.1007/s10846-014-0148-0},
doi = {10.1007/S10846-014-0148-0},
timestamp = {Tue, 07 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jirs/PisaniLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GarciaSLLCH15,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho and
Francisco Herrera},
title = {Using the One-vs-One decomposition to improve the performance of class
noise filters via an aggregation strategy in multi-class classification
problems},
journal = {Knowl. Based Syst.},
volume = {90},
pages = {153--164},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.09.023},
doi = {10.1016/J.KNOSYS.2015.09.023},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/GarciaSLLCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/LorenaGC15,
author = {Ana Carolina Lorena and
Lu{\'{\i}}s Paulo Faina Garcia and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Adapting Noise Filters for Ranking},
booktitle = {2015 Brazilian Conference on Intelligent Systems, {BRACIS} 2015, Natal,
Brazil, November 4-7, 2015},
pages = {299--304},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BRACIS.2015.58},
doi = {10.1109/BRACIS.2015.58},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/LorenaGC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/PisaniLC15,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Ensemble of Adaptive Algorithms for Keystroke Dynamics},
booktitle = {2015 Brazilian Conference on Intelligent Systems, {BRACIS} 2015, Natal,
Brazil, November 4-7, 2015},
pages = {310--315},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BRACIS.2015.29},
doi = {10.1109/BRACIS.2015.29},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/PisaniLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LorenaS15,
author = {Ana Carolina Lorena and
Marc{\'{\i}}lio Carlos Pereira de Souto},
editor = {Sabri Arik and
Tingwen Huang and
Weng Kin Lai and
Qingshan Liu},
title = {On Measuring the Complexity of Classification Problems},
booktitle = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9489},
pages = {158--167},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-26532-2\_18},
doi = {10.1007/978-3-319-26532-2\_18},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/LorenaS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/DiasQL15,
author = {Jussara Dias and
Marcos G. Quiles and
Ana Carolina Lorena},
editor = {Sabri Arik and
Tingwen Huang and
Weng Kin Lai and
Qingshan Liu},
title = {Using Growing Neural Gas in Prototype Generation for Nearest Neighbor
Classifiers},
booktitle = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9490},
pages = {276--283},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-26535-3\_32},
doi = {10.1007/978-3-319-26535-3\_32},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/DiasQL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PisaniLC15,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Adaptive approaches for keystroke dynamics},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280467},
doi = {10.1109/IJCNN.2015.7280467},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PisaniLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LudermirZL14,
author = {Teresa Bernarda Ludermir and
Cleber Zanchettin and
Ana Carolina Lorena},
title = {Advances in intelligent systems},
journal = {Neurocomputing},
volume = {127},
pages = {1--3},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.07.040},
doi = {10.1016/J.NEUCOM.2013.07.040},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LudermirZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/LorenaLLC14,
author = {Luiz Henrique Nogueira Lorena and
Ana Carolina Lorena and
Luiz Antonio Nogueira Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Clustering Search Applied to Rank Aggregation},
booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
Paulo, Brazil, October 18-22, 2014},
pages = {198--203},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BRACIS.2014.44},
doi = {10.1109/BRACIS.2014.44},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/LorenaLLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/PisaniLC14,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Adaptive Algorithms in Accelerometer Biometrics},
booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
Paulo, Brazil, October 18-22, 2014},
pages = {336--341},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BRACIS.2014.67},
doi = {10.1109/BRACIS.2014.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/PisaniLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcs/PisaniL13,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena},
title = {A systematic review on keystroke dynamics},
journal = {J. Braz. Comput. Soc.},
volume = {19},
number = {4},
pages = {573--587},
year = {2013},
url = {https://doi.org/10.1007/s13173-013-0117-7},
doi = {10.1007/S13173-013-0117-7},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcs/PisaniL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/GarciaCL13,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Andr{\'{e}} C. P. L. F. de Carvalho and
Ana Carolina Lorena},
editor = {Jeng{-}Shyang Pan and
Marios M. Polycarpou and
Michal Wozniak and
Andr{\'{e}} C. P. L. F. de Carvalho and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Emilio Corchado},
title = {Noisy Data Set Identification},
booktitle = {Hybrid Artificial Intelligent Systems - 8th International Conference,
{HAIS} 2013, Salamanca, Spain, September 11-13, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8073},
pages = {629--638},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40846-5\_63},
doi = {10.1007/978-3-642-40846-5\_63},
timestamp = {Thu, 02 Apr 2020 11:52:52 +0200},
biburl = {https://dblp.org/rec/conf/hais/GarciaCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijncr/PisaniL12,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena},
title = {Comparison of Feature Vectors in Keystroke Dynamics: {A} Novelty Detection
Approach},
journal = {Int. J. Nat. Comput. Res.},
volume = {3},
number = {4},
pages = {59--76},
year = {2012},
url = {https://doi.org/10.4018/jncr.2012100104},
doi = {10.4018/JNCR.2012100104},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijncr/PisaniL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LorenaCSS12,
author = {Ana Carolina Lorena and
Ivan G. Costa and
Newton Spola{\^{o}}r and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {Analysis of complexity indices for classification problems: Cancer
gene expression data},
journal = {Neurocomputing},
volume = {75},
number = {1},
pages = {33--42},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.03.054},
doi = {10.1016/J.NEUCOM.2011.03.054},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LorenaCSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/PisaniL12,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena},
title = {Evolutionary neural networks applied to keystroke dynamics: Genetic
and immune based},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6252928},
doi = {10.1109/CEC.2012.6252928},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/PisaniL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/GarciaLC12,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
editor = {Ana Carolina Lorena and
Carlos Eduardo Thomaz and
Aurora Trinidad Ramirez Pozo},
title = {A Study on Class Noise Detection and Elimination},
booktitle = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paran{\'{a}},
Brazil, October 20-25, 2012},
pages = {13--18},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SBRN.2012.49},
doi = {10.1109/SBRN.2012.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/GarciaLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/PisaniL12,
author = {Paulo Henrique Pisani and
Ana Carolina Lorena},
editor = {Ana Carolina Lorena and
Carlos Eduardo Thomaz and
Aurora Trinidad Ramirez Pozo},
title = {Negative Selection with High-Dimensional Support for Keystroke Dynamics},
booktitle = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paran{\'{a}},
Brazil, October 20-25, 2012},
pages = {19--24},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SBRN.2012.15},
doi = {10.1109/SBRN.2012.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/PisaniL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sbrn/2012,
editor = {Ana Carolina Lorena and
Carlos Eduardo Thomaz and
Aurora Trinidad Ramirez Pozo},
title = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paran{\'{a}},
Brazil, October 20-25, 2012},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/xpl/conhome/6374355/proceeding},
isbn = {978-1-4673-2641-4},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbrn/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LorenaJSGLCY11,
author = {Ana Carolina Lorena and
Lu{\'{\i}}s F. O. Jacintho and
Marinez Ferreira de Siqueira and
Renato De Giovanni and
L{\'{u}}cia G. Lohmann and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Missae Yamamoto},
title = {Comparing machine learning classifiers in potential distribution modelling},
journal = {Expert Syst. Appl.},
volume = {38},
number = {5},
pages = {5268--5275},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2010.10.031},
doi = {10.1016/J.ESWA.2010.10.031},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LorenaJSGLCY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/TrambaiolliFFAL11,
author = {Lucas Trambaiolli and
Tiago H. Falk and
Francisco J. Fraga and
Renato Anghinah and
Ana Carolina Lorena},
title = {{EEG} spectro-temporal modulation energy: {A} new feature for automated
diagnosis of Alzheimer's disease},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {3828--3831},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6090951},
doi = {10.1109/IEMBS.2011.6090951},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/TrambaiolliFFAL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/SpolaorLL11,
author = {Newton Spola{\^{o}}r and
Ana Carolina Lorena and
Huei Diana Lee},
editor = {Ricardo H. C. Takahashi and
Kalyanmoy Deb and
Elizabeth F. Wanner and
Salvatore Greco},
title = {Multi-objective Genetic Algorithm Evaluation in Feature Selection},
booktitle = {Evolutionary Multi-Criterion Optimization - 6th International Conference,
{EMO} 2011, Ouro Preto, Brazil, April 5-8, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6576},
pages = {462--476},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19893-9\_32},
doi = {10.1007/978-3-642-19893-9\_32},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/SpolaorLL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LorenaC10,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Building binary-tree-based multiclass classifiers using separability
measures},
journal = {Neurocomputing},
volume = {73},
number = {16-18},
pages = {2837--2845},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2010.03.027},
doi = {10.1016/J.NEUCOM.2010.03.027},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LorenaC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SoutoLSC10,
author = {Marc{\'{\i}}lio Carlos Pereira de Souto and
Ana Carolina Lorena and
Newton Spola{\^{o}}r and
Ivan Gesteira Costa},
title = {Complexity measures of supervised classifications tasks: {A} case
study for cancer gene expression data},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596305},
doi = {10.1109/IJCNN.2010.5596305},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SoutoLSC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/LorenaSCS10,
author = {Ana Carolina Lorena and
Newton Spola{\^{o}}r and
Ivan G. Costa and
Marcilio C. P. de Souto},
editor = {Teresa Bernarda Ludermir and
Karla Figueiredo and
Carlos E. Thomaz},
title = {On the Complexity of Gene Marker Selection},
booktitle = {11th Brazilian Symposium on Neural Networks {(SBRN} 2010), Sao Paulo,
23-28 October, 2010},
pages = {85--90},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBRN.2010.23},
doi = {10.1109/SBRN.2010.23},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/LorenaSCS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/SpolaorLL10,
author = {Newton Spola{\^{o}}r and
Ana Carolina Lorena and
Huei Diana Lee},
editor = {Teresa Bernarda Ludermir and
Karla Figueiredo and
Carlos E. Thomaz},
title = {Use of Multiobjective Genetic Algorithms in Feature Selection},
booktitle = {11th Brazilian Symposium on Neural Networks {(SBRN} 2010), Sao Paulo,
23-28 October, 2010},
pages = {146--151},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBRN.2010.33},
doi = {10.1109/SBRN.2010.33},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/SpolaorLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sibgrapi/ZampirolliSLP10,
author = {Francisco de Assis Zampirolli and
Beatriz Stransky and
Ana Carolina Lorena and
F{\'{a}}bio Luis de Melo Paulon},
title = {Segmentation and Classification of Histological Images - Application
of Graph Analysis and Machine Learning Methods},
booktitle = {{SIBGRAPI} 2010, Proceedings of the 23rd {SIBGRAPI} Conference on
Graphics, Patterns and Images, Gramado, Brazil, August 30 2010-September
3, 2010},
pages = {331--338},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SIBGRAPI.2010.51},
doi = {10.1109/SIBGRAPI.2010.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sibgrapi/ZampirolliSLP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BorgesL10,
author = {Hugo L. Borges and
Ana Carolina Lorena},
editor = {Edward Szczerbicki and
Ngoc Thanh Nguyen},
title = {A Survey on Recommender Systems for News Data},
booktitle = {Smart Information and Knowledge Management: Advances, Challenges,
and Critical Issues},
series = {Studies in Computational Intelligence},
volume = {260},
pages = {129--151},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-04584-4\_6},
doi = {10.1007/978-3-642-04584-4\_6},
timestamp = {Thu, 16 Mar 2023 20:00:38 +0100},
biburl = {https://dblp.org/rec/series/sci/BorgesL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/LorenaC09,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Evaluation Functions for the Evolutionary Design of Multiclass Support
Vector Machines},
journal = {Int. J. Comput. Intell. Appl.},
volume = {8},
number = {1},
pages = {53--68},
year = {2009},
url = {https://doi.org/10.1142/S146902680900245X},
doi = {10.1142/S146902680900245X},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/LorenaC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcs/LibralonCL09,
author = {Giampaolo L. Libralon and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Ana Carolina Lorena},
title = {Pre-processing for noise detection in gene expression classification
data},
journal = {J. Braz. Comput. Soc.},
volume = {15},
number = {1},
pages = {3--11},
year = {2009},
url = {https://doi.org/10.1007/BF03192573},
doi = {10.1007/BF03192573},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcs/LibralonCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/MirandaGCL09,
author = {Andr{\'{e}} L. B. Miranda and
Lu{\'{\i}}s Paulo F. Garcia and
Andr{\'{e}} C. P. L. F. de Carvalho and
Ana Carolina Lorena},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Use of Classification Algorithms in Noise Detection and Elimination},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {417--424},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_50},
doi = {10.1007/978-3-642-02319-4\_50},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/hais/MirandaGCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/CostaLPS09,
author = {Ivan G. Costa and
Ana Carolina Lorena and
Liciana R. M. P. y Peres and
Marc{\'{\i}}lio Carlos Pereira de Souto},
editor = {Katia S. Guimar{\~{a}}es and
Anna R. Panchenko and
Teresa M. Przytycka},
title = {Using Supervised Complexity Measures in the Analysis of Cancer Gene
Expression Data Sets},
booktitle = {Advances in Bioinformatics and Computational Biology, 4th Brazilian
Symposium on Bioinformatics, {BSB} 2009, Porto Alegre, Brazil, July
29-31, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5676},
pages = {48--59},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03223-3\_5},
doi = {10.1007/978-3-642-03223-3\_5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wob/CostaLPS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/LorenaCG08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Jo{\~{a}}o Gama},
title = {A review on the combination of binary classifiers in multiclass problems},
journal = {Artif. Intell. Rev.},
volume = {30},
number = {1-4},
pages = {19--37},
year = {2008},
url = {https://doi.org/10.1007/s10462-009-9114-9},
doi = {10.1007/S10462-009-9114-9},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/LorenaCG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LorenaC08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Evolutionary tuning of {SVM} parameter values in multiclass problems},
journal = {Neurocomputing},
volume = {71},
number = {16-18},
pages = {3326--3334},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.01.031},
doi = {10.1016/J.NEUCOM.2008.01.031},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LorenaC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rita/LorenaC08,
author = {Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Estrat{\'{e}}gias para a Combina{\c{c}}{\~{a}}o de Classificadores
Bin{\'{a}}rios em Solu{\c{c}}{\~{o}}es Multiclasses},
journal = {{RITA}},
volume = {15},
number = {2},
pages = {65--86},
year = {2008},
url = {https://doi.org/10.22456/2175-2745.7016},
doi = {10.22456/2175-2745.7016},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rita/LorenaC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/LorenaCS08,
author = {Ana Carolina Lorena and
Ivan G. Costa and
Marc{\'{\i}}lio Carlos Pereira de Souto},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {On the Complexity of Gene Expression Classification Data Sets},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {825--830},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.163},
doi = {10.1109/HIS.2008.163},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/LorenaCS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LibralonCL09,
author = {Giampaolo L. Libralon and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Ana Carolina Lorena},
editor = {Mario K{\"{o}}ppen and
Nikola K. Kasabov and
George G. Coghill},
title = {Ensembles of Pre-processing Techniques for Noise Detection in Gene
Expression Data},
booktitle = {Advances in Neuro-Information Processing, 15th International Conference,
{ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5506},
pages = {486--493},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-02490-0\_60},
doi = {10.1007/978-3-642-02490-0\_60},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/LibralonCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/LorenaSGCP08,
author = {Ana Carolina Lorena and
Marinez Ferreira de Siqueira and
Renato De Giovanni and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Ronaldo C. Prati},
editor = {Ngoc Thanh Nguyen and
Leszek Borzemski and
Adam Grzech and
Moonis Ali},
title = {Potential Distribution Modelling Using Machine Learning},
booktitle = {New Frontiers in Applied Artificial Intelligence, 21st International
Conference on Industrial, Engineering and Other Applications of Applied
Intelligent Systems, {IEA/AIE} 2008, Wroclaw, Poland, June 18-20,
2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5027},
pages = {255--264},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69052-8\_27},
doi = {10.1007/978-3-540-69052-8\_27},
timestamp = {Thu, 16 Mar 2023 20:00:30 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/LorenaSGCP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/LorenaC08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Marley Maria Bernardes Rebuzzi Vellasco and
Marc{\'{\i}}lio Carlos Pereira de Souto and
J{\'{e}}s Jesus Fiais Cerqueira},
title = {Tree Decomposition of Multiclass Problems},
booktitle = {10th Brazilian Symposium on Neural Networks {(SBRN} 2008), Salvador,
Bahia, Brazil, October 26-30, 2008},
pages = {189--194},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/SBRN.2008.43},
doi = {10.1109/SBRN.2008.43},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/LorenaC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/CostaLCF08,
author = {Eduardo P. Costa and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho and
Alex Alves Freitas},
editor = {Ana L. C. Bazzan and
Mark Craven and
Nat{\'{a}}lia Florencio Martins},
title = {Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor
Functions},
booktitle = {Advances in Bioinformatics and Computational Biology, Third Brazilian
Symposium on Bioinformatics, {BSB} 2008, Santo Andr{\'{e}}, Brazil,
August 28-30, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5167},
pages = {35--46},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85557-6\_4},
doi = {10.1007/978-3-540-85557-6\_4},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/wob/CostaLCF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/ZalewskiLCLMFSCW08,
author = {Willian Zalewski and
Huei Diana Lee and
Adewole M. J. F. Caetano and
Ana Carolina Lorena and
Andr{\'{e}} Gustavo Maletzke and
Jo{\~{a}}o Jos{\'{e}} Fagundes and
Cl{\'{a}}udio Saddy Rodrigues Coy and
Feng Chung Wu},
editor = {Ana L. C. Bazzan and
Mark Craven and
Nat{\'{a}}lia Florencio Martins},
title = {Evaluation of Models for the Recognition of Hadwritten Digits in Medical
Forms},
booktitle = {Advances in Bioinformatics and Computational Biology, Third Brazilian
Symposium on Bioinformatics, {BSB} 2008, Santo Andr{\'{e}}, Brazil,
August 28-30, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5167},
pages = {178--181},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85557-6\_19},
doi = {10.1007/978-3-540-85557-6\_19},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wob/ZalewskiLCLMFSCW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/LorenaC08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Ngoc Thanh Nguyen and
Radoslaw P. Katarzyniak},
title = {Investigation of Strategies for the Generation of Multiclass Support
Vector Machines},
booktitle = {New Challenges in Applied Intelligence Technologies},
series = {Studies in Computational Intelligence},
volume = {134},
pages = {319--328},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-79355-7\_31},
doi = {10.1007/978-3-540-79355-7\_31},
timestamp = {Thu, 16 Mar 2023 20:00:38 +0100},
biburl = {https://dblp.org/rec/series/sci/LorenaC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/springer/LorenaC08,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Oded Maimon and
Lior Rokach},
title = {evolutionary Design of Code-matrices for Multiclass Problems},
booktitle = {Soft Computing for Knowledge Discovery and Data Mining},
pages = {153--184},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-69935-6\_7},
doi = {10.1007/978-0-387-69935-6\_7},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/springer/LorenaC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/LorenaC07,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Protein cellular localization prediction with Support Vector Machines
and Decision Trees},
journal = {Comput. Biol. Medicine},
volume = {37},
number = {2},
pages = {115--125},
year = {2007},
url = {https://doi.org/10.1016/j.compbiomed.2006.01.003},
doi = {10.1016/J.COMPBIOMED.2006.01.003},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/LorenaC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/LorenaC07,
author = {Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Evolutionary design of multiclass support vector machines},
journal = {J. Intell. Fuzzy Syst.},
volume = {18},
number = {5},
pages = {445--454},
year = {2007},
url = {http://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs00362},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/LorenaC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rita/LorenaC07,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Uma Introdu{\c{c}}{\~{a}}o {\`{a}}s Support Vector Machines},
journal = {{RITA}},
volume = {14},
number = {2},
pages = {43--67},
year = {2007},
url = {https://doi.org/10.22456/2175-2745.5690},
doi = {10.22456/2175-2745.5690},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rita/LorenaC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/LorenaC07,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Andreas K{\"{o}}nig and
Mario K{\"{o}}ppen and
Nikola K. Kasabov and
Ajith Abraham},
title = {Comparing Several Evaluation Functions in the Evolutionary Design
of Multiclass Support Vector Machines},
booktitle = {7th International Conference on Hybrid Intelligent Systems, {HIS}
2007, Kaiserslautern, Germany, September 17-19, 2007},
pages = {53--58},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/HIS.2007.59},
doi = {10.1109/HIS.2007.59},
timestamp = {Fri, 05 Jun 2020 15:16:05 +0200},
biburl = {https://dblp.org/rec/conf/his/LorenaC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/CostaLCFH07,
author = {Eduardo P. Costa and
Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Alex Alves Freitas and
Nicholas Holden},
editor = {Marie{-}France Sagot and
Maria Em{\'{\i}}lia Telles Walter},
title = {Comparing Several Approaches for Hierarchical Classification of Proteins
with Decision Trees},
booktitle = {Advances in Bioinformatics and Computational Biology, Second Brazilian
Symposium on Bioinformatics, {BSB} 2007, Angra dos Reis, Brazil, August
29-31, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4643},
pages = {126--137},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73731-5\_12},
doi = {10.1007/978-3-540-73731-5\_12},
timestamp = {Tue, 02 Mar 2021 16:03:20 +0100},
biburl = {https://dblp.org/rec/conf/wob/CostaLCFH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Lorena06,
author = {Ana Carolina Lorena},
title = {Investigation of strategies for the generation of multiclass support
vector machines},
school = {University of S{\~{a}}o Paulo, Brazil},
year = {2006},
url = {http://www.teses.usp.br/teses/disponiveis/55/55134/tde-26052006-111406/},
timestamp = {Fri, 04 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ndltd/Lorena06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/LorenaC06,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto and
Ant{\^{o}}nio Carlos Roque{-}da{-}Silva},
title = {Multiclass {SVM} Design and Parameter Selection with Genetic Algorithms},
booktitle = {{SBRN} 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeir{\~{a}}o
Preto, SP, Brazil, October 23-27, 2006},
pages = {131--136},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/SBRN.2006.28},
doi = {10.1109/SBRN.2006.28},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/LorenaC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/UshizimaLC05,
author = {Daniela Mayumi Ushizima and
Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Nadia Nedjah and
Luiza de Macedo Mourelle and
Ajith Abraham and
Mario K{\"{o}}ppen},
title = {Support Vector Machines Applied to White Blood Cell Recognition},
booktitle = {5th International Conference on Hybrid Intelligent Systems {(HIS}
2005), 6.9 November 2005, Rio de Janeiro, Brazil},
pages = {379--384},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICHIS.2005.100},
doi = {10.1109/ICHIS.2005.100},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/UshizimaLC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/LorenaC05,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Moonis Ali and
Floriana Esposito},
title = {Minimum Spanning Trees in Hierarchical Multiclass Support Vector Machines
Generation},
booktitle = {Innovations in Applied Artificial Intelligence, 18th International
Conference on Industrial and Engineering Applications of Artificial
Intelligence and Expert Systems, {IEA/AIE} 2005, Bari, Italy, June
22-24, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3533},
pages = {422--431},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11504894\_59},
doi = {10.1007/11504894\_59},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/LorenaC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/LorenaC05,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Jo{\~{a}}o C. Setubal and
Sergio Verjovski{-}Almeida},
title = {Protein Cellular Localization with Multiclass Support Vector Machines
and Decision Trees},
booktitle = {Advances in Bioinformatics and Computational Biology, Brazilian Symposium
on Bioinformatics, {BSB} 2005, Sao Leopoldo, Brazil, July 27-29, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3594},
pages = {42--53},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11532323\_6},
doi = {10.1007/11532323\_6},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wob/LorenaC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/LorenaC04,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Ra{\'{u}}l Monroy and
Gustavo Arroyo{-}Figueroa and
Luis Enrique Sucar and
Juan Humberto Sossa Azuela},
title = {Comparing Techniques for Multiclass Classification Using Binary {SVM}
Predictors},
booktitle = {{MICAI} 2004: Advances in Artificial Intelligence, Third Mexican International
Conference on Artificial Intelligence, Mexico City, Mexico, April
26-30, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2972},
pages = {272--281},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24694-7\_28},
doi = {10.1007/978-3-540-24694-7\_28},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/micai/LorenaC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/LorenaC04,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Ana L. C. Bazzan and
Sofiane Labidi},
title = {An Hybrid {GA/SVM} Approach for Multiclass Classification with Directed
Acyclic Graphs},
booktitle = {Advances in Artificial Intelligence - {SBIA} 2004, 17th Brazilian
Symposium on Artificial Intelligence, S{\~{a}}o Luis, Maranh{\~{a}}o,
Brazil, September 29 - October 1, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3171},
pages = {366--375},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28645-5\_37},
doi = {10.1007/978-3-540-28645-5\_37},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/sbia/LorenaC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LorenaC03,
author = {Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Okyay Kaynak and
Ethem Alpaydin and
Erkki Oja and
Lei Xu},
title = {Human Splice Site Identification with Multiclass Support Vector Machines
and Bagging},
booktitle = {Artificial Neural Networks and Neural Information Processing - {ICANN/ICONIP}
2003, Joint International Conference {ICANN/ICONIP} 2003, Istanbul,
Turkey, June 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2714},
pages = {234--244},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44989-2\_29},
doi = {10.1007/3-540-44989-2\_29},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LorenaC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/LorenaBCM02,
author = {Ana Carolina Lorena and
Gustavo E. A. P. A. Batista and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Maria Carolina Monard},
editor = {Teresa Bernarda Ludermir and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {The Influence of Noisy Patterns in the Performance of Learning Methods
in the Splice Junction Recognition Problem},
booktitle = {7th Brazilian Symposium on Neural Networks {(SBRN} 2002), 11-14 November
2002, Recife, Brazil},
pages = {31--37},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/SBRN.2002.1181431},
doi = {10.1109/SBRN.2002.1181431},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/LorenaBCM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/LorenaBCM02,
author = {Ana Carolina Lorena and
Gustavo E. A. P. A. Batista and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Maria Carolina Monard},
editor = {Ana L. C. Bazzan},
title = {Splice Junction Recognition using Machine Learning Techniques},
booktitle = {I Brazilian Workshop on Bioinformatics, October 18th, 2002, Gramado,
RS, Brazil},
pages = {32--39},
year = {2002},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wob/LorenaBCM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/SilvaLCTR02,
author = {Silvia H. M. G. da Silva and
Ana Carolina Lorena and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Danielle D. Tambasco and
Luciana C. A. Regitano},
editor = {Ana L. C. Bazzan},
title = {Aprendizado de M{\'{a}}quina Aplicado ao Estudo de Marcadores
Moleculares para Produ{\c{c}}{\~{a}}o de Carne Bovina},
booktitle = {I Brazilian Workshop on Bioinformatics, October 18th, 2002, Gramado,
RS, Brazil},
pages = {105--107},
year = {2002},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wob/SilvaLCTR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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