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ORCIDBibTeX records: Eduardo R. Hruschka
@inproceedings{DBLP:conf/iseeie/CalasansCH21,
author = {Thomaz Calasans and
Anna Helena Reali Costa and
Eduardo Raul Hruschka},
title = {Contextualised Word Embeddings Based on Transfer Learning to Dialogue
Response Generation: a Proposal and Comparisons},
booktitle = {{ISEEIE} 2021: International Symposium on Electrical, Electronics
and Information Engineering, Seoul Republic of Korea, February 19
- 21, 2021},
pages = {397--401},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459104.3459169},
doi = {10.1145/3459104.3459169},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iseeie/CalasansCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/DuarteRHM19,
author = {Felipe S. L. G. Duarte and
Ricardo Ara{\'{u}}jo Rios and
Eduardo R. Hruschka and
Rodrigo Fernandes de Mello},
title = {Decomposing time series into deterministic and stochastic influences:
{A} survey},
journal = {Digit. Signal Process.},
volume = {95},
year = {2019},
url = {https://doi.org/10.1016/j.dsp.2019.102582},
doi = {10.1016/J.DSP.2019.102582},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/DuarteRHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ColettaPHAG19,
author = {Luiz F. S. Coletta and
Moacir Ponti and
Eduardo R. Hruschka and
Ayan Acharya and
Joydeep Ghosh},
title = {Combining clustering and active learning for the detection and learning
of new image classes},
journal = {Neurocomputing},
volume = {358},
pages = {150--165},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.04.070},
doi = {10.1016/J.NEUCOM.2019.04.070},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ColettaPHAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/DuarteRHM18,
author = {Felipe Simoes Lage Gomes Duarte and
Ricardo Ara{\'{u}}jo Rios and
Eduardo Raul Hruschka and
Rodrigo Fernandes de Mello},
title = {Time Series Decomposition Using Spring System Applied on Phase Spaces},
booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o
Paulo, Brazil, October 22-25, 2018},
pages = {504--509},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/BRACIS.2018.00093},
doi = {10.1109/BRACIS.2018.00093},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/DuarteRHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/CovoesH18,
author = {Thiago F. Covoes and
Eduardo R. Hruschka},
title = {Classification with Multi-Modal Classes Using Evolutionary Algorithms
and Constrained Clustering},
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.2018.8477858},
doi = {10.1109/CEC.2018.8477858},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/CovoesH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SouzaLMH18,
author = {Roberto Souza and
Saul C. Leite and
Wagner Meira Jr. and
Eduardo R. Hruschka},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Moamar Sayed Mouchaweh and
Jo{\~{a}}o Gama and
Edwin Lughofer},
title = {Online Orthogonal Regression Based on a Regularized Squared Loss},
booktitle = {17th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2018, Orlando, FL, USA, December 17-20, 2018},
pages = {925--930},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICMLA.2018.00150},
doi = {10.1109/ICMLA.2018.00150},
timestamp = {Thu, 08 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SouzaLMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SilvaHG17,
author = {Jonathan de Andrade Silva and
Eduardo Raul Hruschka and
Jo{\~{a}}o Gama},
title = {An evolutionary algorithm for clustering data streams with a variable
number of clusters},
journal = {Expert Syst. Appl.},
volume = {67},
pages = {228--238},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2016.09.020},
doi = {10.1016/J.ESWA.2016.09.020},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/SilvaHG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/SilvaCH16,
author = {N{\'{a}}dia F{\'{e}}lix Felipe da Silva and
Luiz F. S. Coletta and
Eduardo R. Hruschka},
title = {A Survey and Comparative Study of Tweet Sentiment Analysis via Semi-Supervised
Learning},
journal = {{ACM} Comput. Surv.},
volume = {49},
number = {1},
pages = {15:1--15:26},
year = {2016},
url = {https://doi.org/10.1145/2932708},
doi = {10.1145/2932708},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/SilvaCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/CovoesHG16,
author = {Thiago F. Covoes and
Eduardo Raul Hruschka and
Joydeep Ghosh},
title = {Evolving Gaussian Mixture Models with Splitting and Merging Mutation
Operators},
journal = {Evol. Comput.},
volume = {24},
number = {2},
pages = {293--317},
year = {2016},
url = {https://doi.org/10.1162/EVCO\_a\_00152},
doi = {10.1162/EVCO\_A\_00152},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/CovoesHG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KandaCHSB16,
author = {Jorge Y. Kanda and
Andr{\'{e}} C. P. L. F. de Carvalho and
Eduardo R. Hruschka and
Carlos Soares and
Pavel Brazdil},
title = {Meta-learning to select the best meta-heuristic for the Traveling
Salesman Problem: {A} comparison of meta-features},
journal = {Neurocomputing},
volume = {205},
pages = {393--406},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.04.027},
doi = {10.1016/J.NEUCOM.2016.04.027},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/KandaCHSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SilvaCHH16,
author = {N{\'{a}}dia F{\'{e}}lix Felipe da Silva and
Luiz F. S. Coletta and
Eduardo R. Hruschka and
Estevam R. Hruschka Jr.},
title = {Using unsupervised information to improve semi-supervised tweet sentiment
classification},
journal = {Inf. Sci.},
volume = {355-356},
pages = {348--365},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.02.002},
doi = {10.1016/J.INS.2016.02.002},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/SilvaCHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taas/SilvaH16,
author = {Jonathan de Andrade Silva and
Eduardo Raul Hruschka},
title = {A Support System for Clustering Data Streams with a Variable Number
of Clusters},
journal = {{ACM} Trans. Auton. Adapt. Syst.},
volume = {11},
number = {2},
pages = {11:1--11:26},
year = {2016},
url = {https://doi.org/10.1145/2932704},
doi = {10.1145/2932704},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taas/SilvaH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/ColettaHAG15,
author = {Luiz F. S. Coletta and
Eduardo R. Hruschka and
Ayan Acharya and
Joydeep Ghosh},
title = {Using metaheuristics to optimize the combination of classifier and
cluster ensembles},
journal = {Integr. Comput. Aided Eng.},
volume = {22},
number = {3},
pages = {229--242},
year = {2015},
url = {https://doi.org/10.3233/ICA-150485},
doi = {10.3233/ICA-150485},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/ColettaHAG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbic/ColettaHAG15,
author = {Luiz F. S. Coletta and
Eduardo Raul Hruschka and
Ayan Acharya and
Joydeep Ghosh},
title = {A differential evolution algorithm to optimise the combination of
classifier and cluster ensembles},
journal = {Int. J. Bio Inspired Comput.},
volume = {7},
number = {2},
pages = {111--124},
year = {2015},
url = {https://doi.org/10.1504/IJBIC.2015.069288},
doi = {10.1504/IJBIC.2015.069288},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbic/ColettaHAG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PereiraH15,
author = {Andr{\'{e}} Luiz Vizine Pereira and
Eduardo Raul Hruschka},
title = {Simultaneous co-clustering and learning to address the cold start
problem in recommender systems},
journal = {Knowl. Based Syst.},
volume = {82},
pages = {11--19},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.02.016},
doi = {10.1016/J.KNOSYS.2015.02.016},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/PereiraH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CorreaMHR15,
author = {Geraldo N. Correa and
Ricardo M. Marcacini and
Eduardo R. Hruschka and
Solange Oliveira Rezende},
title = {Interactive textual feature selection for consensus clustering},
journal = {Pattern Recognit. Lett.},
volume = {52},
pages = {25--31},
year = {2015},
url = {https://doi.org/10.1016/j.patrec.2014.09.008},
doi = {10.1016/J.PATREC.2014.09.008},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/CorreaMHR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/SilvaHH14,
author = {N{\'{a}}dia F{\'{e}}lix F. da Silva and
Eduardo R. Hruschka and
Estevam R. Hruschka Jr.},
title = {Tweet sentiment analysis with classifier ensembles},
journal = {Decis. Support Syst.},
volume = {66},
pages = {170--179},
year = {2014},
url = {https://doi.org/10.1016/j.dss.2014.07.003},
doi = {10.1016/J.DSS.2014.07.003},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/SilvaHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AcharyaHGA14,
author = {Ayan Acharya and
Eduardo R. Hruschka and
Joydeep Ghosh and
Sreangsu Acharyya},
title = {An Optimization Framework for Combining Ensembles of Classifiers and
Clusterers with Applications to Nontransductive Semisupervised Learning
and Transfer Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {9},
number = {1},
pages = {1:1--1:35},
year = {2014},
url = {https://doi.org/10.1145/2601435},
doi = {10.1145/2601435},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/AcharyaHGA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/ColettaSHH14,
author = {Luiz Fernando Sommaggio Coletta and
N{\'{a}}dia F{\'{e}}lix F. da Silva and
Eduardo R. Hruschka and
Estevam R. Hruschka Jr.},
title = {Combining Classification and Clustering for Tweet Sentiment Analysis},
booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
Paulo, Brazil, October 18-22, 2014},
pages = {210--215},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BRACIS.2014.46},
doi = {10.1109/BRACIS.2014.46},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/ColettaSHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MarcaciniDHR14,
author = {Ricardo Marcondes Marcacini and
Marcos Aur{\'{e}}lio Domingues and
Eduardo R. Hruschka and
Solange Oliveira Rezende},
title = {Privileged Information for Hierarchical Document Clustering: {A} Metric
Learning Approach},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {3636--3641},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.625},
doi = {10.1109/ICPR.2014.625},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MarcaciniDHR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/SilvaHH14,
author = {N{\'{a}}dia F{\'{e}}lix F. da Silva and
Estevam R. Hruschka Jr. and
Eduardo R. Hruschka},
editor = {Preslav Nakov and
Torsten Zesch},
title = {Biocom{\_}Usp: Tweet Sentiment Analysis with Adaptive Boosting Ensemble},
booktitle = {Proceedings of the 8th International Workshop on Semantic Evaluation,
SemEval@COLING 2014, Dublin, Ireland, August 23-24, 2014},
pages = {123--128},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/s14-2017},
doi = {10.3115/V1/S14-2017},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/SilvaHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/SilvaFBHCG13,
author = {Jonathan de Andrade Silva and
Elaine R. Faria and
Rodrigo C. Barros and
Eduardo R. Hruschka and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Jo{\~{a}}o Gama},
title = {Data stream clustering: {A} survey},
journal = {{ACM} Comput. Surv.},
volume = {46},
number = {1},
pages = {13:1--13:31},
year = {2013},
url = {https://doi.org/10.1145/2522968.2522981},
doi = {10.1145/2522968.2522981},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/SilvaFBHCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/SilvaH13,
author = {Jonathan de Andrade Silva and
Eduardo R. Hruschka},
title = {An experimental study on the use of nearest neighbor-based imputation
algorithms for classification tasks},
journal = {Data Knowl. Eng.},
volume = {84},
pages = {47--58},
year = {2013},
url = {https://doi.org/10.1016/j.datak.2012.12.006},
doi = {10.1016/J.DATAK.2012.12.006},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dke/SilvaH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/CovoesHG13,
author = {Thiago F. Covoes and
Eduardo R. Hruschka and
Joydeep Ghosh},
title = {A study of K-Means-based algorithms for constrained clustering},
journal = {Intell. Data Anal.},
volume = {17},
number = {3},
pages = {485--505},
year = {2013},
url = {https://doi.org/10.3233/IDA-130590},
doi = {10.3233/IDA-130590},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/CovoesHG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/CovoesBSHC13,
author = {Thiago F. Covoes and
Rodrigo C. Barros and
Tiago Silva da Silva and
Eduardo R. Hruschka and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines
for Multi-Class Transductive Learning},
journal = {J. Inf. Data Manag.},
volume = {4},
number = {3},
pages = {357--373},
year = {2013},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1503},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/CovoesBSHC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/NassifH13,
author = {Lu{\'{\i}}s Filipe da Cruz Nassif and
Eduardo R. Hruschka},
title = {Document Clustering for Forensic Analysis: An Approach for Improving
Computer Inspection},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {8},
number = {1},
pages = {46--54},
year = {2013},
url = {https://doi.org/10.1109/TIFS.2012.2223679},
doi = {10.1109/TIFS.2012.2223679},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tifs/NassifH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CovoesHG13,
author = {Thiago F. Covoes and
Eduardo R. Hruschka and
Joydeep Ghosh},
title = {Competitive Learning With Pairwise Constraints},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {24},
number = {1},
pages = {164--169},
year = {2013},
url = {https://doi.org/10.1109/TNNLS.2012.2227064},
doi = {10.1109/TNNLS.2012.2227064},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/CovoesHG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/CovoesH13,
author = {Thiago F. Covoes and
Eduardo R. Hruschka},
title = {Unsupervised learning of Gaussian Mixture Models: Evolutionary Create
and Eliminate for Expectation Maximization algorithm},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {3206--3213},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557962},
doi = {10.1109/CEC.2013.6557962},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/CovoesH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AcharyaRMH13,
author = {Ayan Acharya and
Aditya Rawal and
Raymond J. Mooney and
Eduardo R. Hruschka},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Using Both Latent and Supervised Shared Topics for Multitask Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {369--384},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_24},
doi = {10.1007/978-3-642-40991-2\_24},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AcharyaRMH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AcharyaGHRS13,
author = {Ayan Acharya and
Joydeep Ghosh and
Eduardo R. Hruschka and
Jean{-}David Ruvini and
Badrul Sarwar},
title = {Probabilistic Combination of Classifier and Cluster Ensembles for
Non-transductive Learning},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {288--296},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.32},
doi = {10.1137/1.9781611972832.32},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AcharyaGHRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ColettaVHCP12,
author = {Luiz F. S. Coletta and
Lucas Vendramin and
Eduardo R. Hruschka and
Ricardo J. G. B. Campello and
Witold Pedrycz},
title = {Collaborative Fuzzy Clustering Algorithms: Some Refinements and Design
Guidelines},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {20},
number = {3},
pages = {444--462},
year = {2012},
url = {https://doi.org/10.1109/TFUZZ.2011.2175400},
doi = {10.1109/TFUZZ.2011.2175400},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/ColettaVHCP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/KandaSHC12,
author = {Jorge Y. Kanda and
Carlos Soares and
Eduardo R. Hruschka and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Tingwen Huang and
Zhigang Zeng and
Chuandong Li and
Chi{-}Sing Leung},
title = {A Meta-Learning Approach to Select Meta-Heuristics for the Traveling
Salesman Problem Using MLP-Based Label Ranking},
booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7665},
pages = {488--495},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34487-9\_59},
doi = {10.1007/978-3-642-34487-9\_59},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/KandaSHC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/MarcaciniHR12,
author = {Ricardo M. Marcacini and
Eduardo R. Hruschka and
Solange O. Rezende},
editor = {Leliane Nunes de Barros and
Marcelo Finger and
Aurora T. R. Pozo and
Gustavo Alberto Gim{\'{e}}nez Lugo and
Marcos A. Castilho},
title = {On the Use of Consensus Clustering for Incremental Learning of Topic
Hierarchies},
booktitle = {Advances in Artificial Intelligence - {SBIA} 2012 - 21th Brazilian
Symposium on Artificial Intelligence, Curitiba, Brazil, October 20-25,
2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7589},
pages = {112--121},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34459-6\_12},
doi = {10.1007/978-3-642-34459-6\_12},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/sbia/MarcaciniHR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/SestaroCH12,
author = {Davidson M. Sestaro and
Thiago F. Covoes and
Eduardo R. Hruschka},
editor = {Ana Carolina Lorena and
Carlos Eduardo Thomaz and
Aurora Trinidad Ramirez Pozo},
title = {A Semi-supervised Approach to Estimate the Number of Clusters per
Class},
booktitle = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paran{\'{a}},
Brazil, October 20-25, 2012},
pages = {73--78},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SBRN.2012.31},
doi = {10.1109/SBRN.2012.31},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/SestaroCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AcharyaHGA12,
author = {Ayan Acharya and
Eduardo R. Hruschka and
Joydeep Ghosh and
Sreangsu Acharyya},
editor = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
Daniel L. Silver},
title = {Transfer Learning with Cluster Ensembles},
booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
Bellevue, Washington, USA, July 2, 2011},
series = {{JMLR} Proceedings},
volume = {27},
pages = {123--132},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v27/acharya12a.html},
timestamp = {Wed, 02 Sep 2020 16:33:18 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AcharyaHGA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-4521,
author = {Ayan Acharya and
Eduardo R. Hruschka and
Joydeep Ghosh},
title = {A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster
Ensembles},
journal = {CoRR},
volume = {abs/1204.4521},
year = {2012},
url = {http://arxiv.org/abs/1204.4521},
eprinttype = {arXiv},
eprint = {1204.4521},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-4521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-0994,
author = {Ayan Acharya and
Eduardo R. Hruschka and
Joydeep Ghosh and
Sreangsu Acharyya},
title = {An Optimization Framework for Semi-Supervised and Transfer Learning
using Multiple Classifiers and Clusterers},
journal = {CoRR},
volume = {abs/1206.0994},
year = {2012},
url = {http://arxiv.org/abs/1206.0994},
eprinttype = {arXiv},
eprint = {1206.0994},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-0994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-2304,
author = {Ayan Acharya and
Eduardo R. Hruschka and
Joydeep Ghosh and
Badrul Sarwar and
Jean{-}David Ruvini},
title = {Probabilistic Combination of Classifier and Cluster Ensembles for
Non-transductive Learning},
journal = {CoRR},
volume = {abs/1211.2304},
year = {2012},
url = {http://arxiv.org/abs/1211.2304},
eprinttype = {arXiv},
eprint = {1211.2304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-2304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/NaldiCHC11,
author = {Murilo Coelho Naldi and
Ricardo J. G. B. Campello and
Eduardo R. Hruschka and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Efficiency issues of evolutionary k-means},
journal = {Appl. Soft Comput.},
volume = {11},
number = {2},
pages = {1938--1952},
year = {2011},
url = {https://doi.org/10.1016/j.asoc.2010.06.010},
doi = {10.1016/J.ASOC.2010.06.010},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/NaldiCHC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SantosHHE11,
author = {Edimilson Batista dos Santos and
Estevam R. Hruschka Jr. and
Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {Bayesian network classifiers: Beyond classification accuracy},
journal = {Intell. Data Anal.},
volume = {15},
number = {3},
pages = {279--298},
year = {2011},
url = {https://doi.org/10.3233/IDA-2010-0468},
doi = {10.3233/IDA-2010-0468},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/SantosHHE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/KandaCHS11,
author = {Jorge Y. Kanda and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Eduardo R. Hruschka and
Carlos Soares},
title = {Selection of algorithms to solve traveling salesman problems using
meta-learning},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {8},
number = {3},
pages = {117--128},
year = {2011},
url = {https://doi.org/10.3233/HIS-2011-0133},
doi = {10.3233/HIS-2011-0133},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhis/KandaCHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CovoesH11,
author = {Thiago F. Covoes and
Eduardo R. Hruschka},
title = {Towards improving cluster-based feature selection with a simplified
silhouette filter},
journal = {Inf. Sci.},
volume = {181},
number = {18},
pages = {3766--3782},
year = {2011},
url = {https://doi.org/10.1016/j.ins.2011.04.050},
doi = {10.1016/J.INS.2011.04.050},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/CovoesH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcmse/HruschkaHE11,
author = {Estevam R. Hruschka Jr. and
Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {A Bayesian imputation method for a clustering genetic algorithm},
journal = {J. Comput. Methods Sci. Eng.},
volume = {11},
number = {4},
pages = {173--183},
year = {2011},
url = {https://doi.org/10.3233/JCM-2011-0362},
doi = {10.3233/JCM-2011-0362},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcmse/HruschkaHE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcai/VendraminCCH11,
author = {Lucas Vendramin and
Ricardo Jos{\'{e}} Gabrielli Barreto Campello and
Luiz F. S. Coletta and
Eduardo R. Hruschka},
editor = {Ajith Abraham and
Juan M. Corchado and
Sara Rodr{\'{\i}}guez{-}Gonz{\'{a}}lez and
Juan F. De Paz Santana},
title = {Distributed Fuzzy Clustering with Automatic Detection of the Number
of Clusters},
booktitle = {International Symposium on Distributed Computing and Artificial Intelligence,
{DCAI} 2011, Salamanca, Spain, 6-8 April 2011},
series = {Advances in Intelligent and Soft Computing},
volume = {91},
pages = {133--140},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19934-9\_17},
doi = {10.1007/978-3-642-19934-9\_17},
timestamp = {Sun, 02 Oct 2022 15:58:56 +0200},
biburl = {https://dblp.org/rec/conf/dcai/VendraminCCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SilvaH11,
author = {Jonathan de Andrade Silva and
Eduardo R. Hruschka},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Extending k-Means-Based Algorithms for Evolving Data Streams with
Variable Number of Clusters},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 2: Special Sessions and Workshop},
pages = {14--19},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.67},
doi = {10.1109/ICMLA.2011.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/SilvaH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CovoesH11,
author = {Thiago F. Covoes and
Eduardo R. Hruschka},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Splitting and Merging Gaussian Mixture Model Components: An Evolutionary
Approach},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {106--111},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.132},
doi = {10.1109/ICMLA.2011.132},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/CovoesH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NassifH11,
author = {Lu{\'{\i}}s Filipe da Cruz Nassif and
Eduardo R. Hruschka},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Document Clustering for Forensic Computing: An Approach for Improving
Computer Inspection},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {265--268},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.59},
doi = {10.1109/ICMLA.2011.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/NassifH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KandaCHS11,
author = {Jorge Y. Kanda and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Eduardo R. Hruschka and
Carlos Soares},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Using Meta-learning to Recommend Meta-heuristics for the Traveling
Salesman Problem},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {346--351},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.153},
doi = {10.1109/ICMLA.2011.153},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/KandaCHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/AcharyaHGA11,
author = {Ayan Acharya and
Eduardo R. Hruschka and
Joydeep Ghosh and
Sreangsu Acharyya},
editor = {Carlo Sansone and
Josef Kittler and
Fabio Roli},
title = {C 3E: {A} Framework for Combining Ensembles of Classifiers and Clusterers},
booktitle = {Multiple Classifier Systems - 10th International Workshop, {MCS} 2011,
Naples, Italy, June 15-17, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6713},
pages = {269--278},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21557-5\_29},
doi = {10.1007/978-3-642-21557-5\_29},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/AcharyaHGA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/AcharyaHG11,
author = {Ayan Acharya and
Eduardo R. Hruschka and
Joydeep Ghosh},
title = {A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster
Ensembles},
booktitle = {PASSAT/SocialCom 2011, Privacy, Security, Risk and Trust (PASSAT),
2011 {IEEE} Third International Conference on and 2011 {IEEE} Third
International Conference on Social Computing (SocialCom), Boston,
MA, USA, 9-11 Oct., 2011},
pages = {1169--1172},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/PASSAT/SocialCom.2011.172},
doi = {10.1109/PASSAT/SOCIALCOM.2011.172},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socialcom/AcharyaHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VendraminCH10,
author = {Lucas Vendramin and
Ricardo J. G. B. Campello and
Eduardo R. Hruschka},
title = {Relative clustering validity criteria: {A} comparative overview},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {4},
pages = {209--235},
year = {2010},
url = {https://doi.org/10.1002/sam.10080},
doi = {10.1002/SAM.10080},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/VendraminCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SantosHHE10,
author = {Edimilson Batista dos Santos and
Estevam R. Hruschka Jr. and
Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {A Distance-Based Mutation Operator for learning Bayesian Network structures
using Evolutionary Algorithms},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586049},
doi = {10.1109/CEC.2010.5586049},
timestamp = {Thu, 16 Dec 2021 14:02:32 +0100},
biburl = {https://dblp.org/rec/conf/cec/SantosHHE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/ColettaHCC10,
author = {Luiz F. S. Coletta and
Eduardo R. Hruschka and
Thiago F. Covoes and
Ricardo J. G. B. Campello},
editor = {Eyke H{\"{u}}llermeier and
Rudolf Kruse and
Frank Hoffmann},
title = {Fuzzy Clustering-Based Filter},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems. Theory and Methods - 13th International Conference, {IPMU}
2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings, Part
{I}},
series = {Communications in Computer and Information Science},
volume = {80},
pages = {406--415},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14055-6\_42},
doi = {10.1007/978-3-642-14055-6\_42},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/ColettaHCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/JaskowiakCCH10,
author = {Pablo A. Jaskowiak and
Ricardo J. G. B. Campello and
Thiago F. Covoes and
Eduardo R. Hruschka},
editor = {Teresa Bernarda Ludermir and
Karla Figueiredo and
Carlos E. Thomaz},
title = {A Comparative Study on the Use of Correlation Coefficients for Redundant
Feature Elimination},
booktitle = {11th Brazilian Symposium on Neural Networks {(SBRN} 2010), Sao Paulo,
23-28 October, 2010},
pages = {13--18},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBRN.2010.11},
doi = {10.1109/SBRN.2010.11},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/JaskowiakCCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/KandaCHS10,
author = {Jorge Y. Kanda and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Eduardo R. Hruschka and
Carlos Soares},
editor = {Teresa Bernarda Ludermir and
Karla Figueiredo and
Carlos E. Thomaz},
title = {Using Meta-learning to Classify Traveling Salesman Problems},
booktitle = {11th Brazilian Symposium on Neural Networks {(SBRN} 2010), Sao Paulo,
23-28 October, 2010},
pages = {73--78},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBRN.2010.21},
doi = {10.1109/SBRN.2010.21},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/KandaCHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/CampelloHA09,
author = {Ricardo J. G. B. Campello and
Eduardo R. Hruschka and
Vinicius S. Alves},
title = {On the efficiency of evolutionary fuzzy clustering},
journal = {J. Heuristics},
volume = {15},
number = {1},
pages = {43--75},
year = {2009},
url = {https://doi.org/10.1007/s10732-007-9059-6},
doi = {10.1007/S10732-007-9059-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/heuristics/CampelloHA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CampelloH09,
author = {Ricardo Jos{\'{e}} Gabrielli Barreto Campello and
Eduardo R. Hruschka},
title = {On comparing two sequences of numbers and its applications to clustering
analysis},
journal = {Inf. Sci.},
volume = {179},
number = {8},
pages = {1025--1039},
year = {2009},
url = {https://doi.org/10.1016/j.ins.2008.11.028},
doi = {10.1016/J.INS.2008.11.028},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/CampelloH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/HruschkaGHE09,
author = {Eduardo R. Hruschka and
Antonio J. T. Garcia and
Estevam R. Hruschka Jr. and
Nelson F. F. Ebecken},
title = {On the influence of imputation in classification: practical issues},
journal = {J. Exp. Theor. Artif. Intell.},
volume = {21},
number = {1},
pages = {43--58},
year = {2009},
url = {https://doi.org/10.1080/09528130802246602},
doi = {10.1080/09528130802246602},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jetai/HruschkaGHE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/HruschkaCFC09,
author = {Eduardo R. Hruschka and
Ricardo Jos{\'{e}} Gabrielli Barreto Campello and
Alex Alves Freitas and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {A Survey of Evolutionary Algorithms for Clustering},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {39},
number = {2},
pages = {133--155},
year = {2009},
url = {https://doi.org/10.1109/TSMCC.2008.2007252},
doi = {10.1109/TSMCC.2008.2007252},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/HruschkaCFC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CovoesHCS09,
author = {Thiago F. Covoes and
Eduardo R. Hruschka and
Leandro Nunes de Castro and
{\'{A}}tila M. Santos},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {A Cluster-Based Feature Selection Approach},
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 = {169--176},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_20},
doi = {10.1007/978-3-642-02319-4\_20},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/hais/CovoesHCS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SilvaH09,
author = {Jonathan de Andrade Silva and
Eduardo R. Hruschka},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {An Evolutionary Algorithm for Missing Values Substitution in Classification
Tasks},
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 = {195--202},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_23},
doi = {10.1007/978-3-642-02319-4\_23},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SilvaH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/CovoesH09,
author = {Thiago F. Covoes and
Eduardo R. Hruschka},
title = {An Experimental Study on Unsupervised Clustering-Based Feature Selection
Methods},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {993--1000},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.79},
doi = {10.1109/ISDA.2009.79},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/CovoesH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/SilvaH09,
author = {Jonathan de Andrade Silva and
Eduardo R. Hruschka},
title = {EACImpute: An Evolutionary Algorithm for Clustering-Based Imputation},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {1400--1406},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.86},
doi = {10.1109/ISDA.2009.86},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/SilvaH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VendraminCH09,
author = {Lucas Vendramin and
Ricardo J. G. B. Campello and
Eduardo R. Hruschka},
title = {On the Comparison of Relative Clustering Validity Criteria},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {733--744},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.63},
doi = {10.1137/1.9781611972795.63},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VendraminCH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/HortaNCHC09,
author = {Danilo Horta and
Murilo Coelho Naldi and
Ricardo Jos{\'{e}} Gabrielli Barreto Campello and
Eduardo R. Hruschka and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Ajith Abraham and
Aboul Ella Hassanien and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Evolutionary Fuzzy Clustering: An Overview and Efficiency Issues},
booktitle = {Foundations of Computational Intelligence - Volume 4: Bio-Inspired
Data Mining},
series = {Studies in Computational Intelligence},
volume = {204},
pages = {167--195},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01088-0\_8},
doi = {10.1007/978-3-642-01088-0\_8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/HortaNCHC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/VendraminCH08,
author = {Lucas Vendramin and
Ricardo J. G. B. Campello and
Eduardo R. Hruschka},
editor = {Gerson Zaverucha and
Augusto Cesar Pinto Loureiro da Costa},
title = {A Robust Methodology for Comparing Performances of Clustering Validity
Criteria},
booktitle = {Advances in Artificial Intelligence - {SBIA} 2008, 19th Brazilian
Symposium on Artificial Intelligence, Savador, Brazil, October 26-30,
2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5249},
pages = {237--247},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88190-2\_29},
doi = {10.1007/978-3-540-88190-2\_29},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/sbia/VendraminCH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/springer/NaldiCCH08,
author = {Murilo Coelho Naldi and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Ricardo Jos{\'{e}} Gabrielli Barreto Campello and
Eduardo R. Hruschka},
editor = {Oded Maimon and
Lior Rokach},
title = {Genetic Clustering for Data Mining},
booktitle = {Soft Computing for Knowledge Discovery and Data Mining},
pages = {113--132},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-69935-6\_5},
doi = {10.1007/978-0-387-69935-6\_5},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/springer/NaldiCCH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/HruschkaHE07,
author = {Estevam R. Hruschka Jr. and
Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {Bayesian networks for imputation in classification problems},
journal = {J. Intell. Inf. Syst.},
volume = {29},
number = {3},
pages = {231--252},
year = {2007},
url = {https://doi.org/10.1007/s10844-006-0016-x},
doi = {10.1007/S10844-006-0016-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/HruschkaHE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/SengerHSSBJ07,
author = {Hermes Senger and
Eduardo R. Hruschka and
Fabr{\'{\i}}cio Alves Barbosa da Silva and
Liria Matsumoto Sato and
Calebe De Paula Bianchini and
Bruno F. Jerosch},
title = {Exploiting idle cycles to execute data mining applications on clusters
of PCs},
journal = {J. Syst. Softw.},
volume = {80},
number = {5},
pages = {778--790},
year = {2007},
url = {https://doi.org/10.1016/j.jss.2006.05.035},
doi = {10.1016/J.JSS.2006.05.035},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jss/SengerHSSBJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AlvesCH07,
author = {Vinicius S. Alves and
Ricardo J. G. B. Campello and
Eduardo R. Hruschka},
title = {A Fuzzy Variant of an Evolutionary Algorithm for Clustering},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295395},
doi = {10.1109/FUZZY.2007.4295395},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AlvesCH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CampelloH06,
author = {Ricardo J. G. B. Campello and
Eduardo R. Hruschka},
title = {A fuzzy extension of the silhouette width criterion for cluster analysis},
journal = {Fuzzy Sets Syst.},
volume = {157},
number = {21},
pages = {2858--2875},
year = {2006},
url = {https://doi.org/10.1016/j.fss.2006.07.006},
doi = {10.1016/J.FSS.2006.07.006},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CampelloH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HruschkaE06,
author = {Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {Extracting rules from multilayer perceptrons in classification problems:
{A} clustering-based approach},
journal = {Neurocomputing},
volume = {70},
number = {1-3},
pages = {384--397},
year = {2006},
url = {https://doi.org/10.1016/j.neucom.2005.12.127},
doi = {10.1016/J.NEUCOM.2005.12.127},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HruschkaE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HruschkaCC06,
author = {Eduardo R. Hruschka and
Ricardo J. G. B. Campello and
Leandro Nunes de Castro},
title = {Evolving clusters in gene-expression data},
journal = {Inf. Sci.},
volume = {176},
number = {13},
pages = {1898--1927},
year = {2006},
url = {https://doi.org/10.1016/j.ins.2005.07.015},
doi = {10.1016/J.INS.2005.07.015},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/HruschkaCC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/HruschkaHCE06,
author = {Eduardo R. Hruschka and
Estevam R. Hruschka Jr. and
Thiago F. Covoes and
Nelson F. F. Ebecken},
title = {Bayesian Feature Selection for Clustering Problems},
journal = {J. Inf. Knowl. Manag.},
volume = {5},
number = {4},
pages = {315--327},
year = {2006},
url = {https://doi.org/10.1142/S0219649206001578},
doi = {10.1142/S0219649206001578},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jikm/HruschkaHCE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/AlvesCH06,
author = {Vinicius S. Alves and
Ricardo J. G. B. Campello and
Eduardo R. Hruschka},
title = {Towards a Fast Evolutionary Algorithm for Clustering},
booktitle = {{IEEE} International Conference on Evolutionary Computation, {CEC}
2006, part of {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {1776--1783},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CEC.2006.1688522},
doi = {10.1109/CEC.2006.1688522},
timestamp = {Thu, 16 Dec 2021 14:00:41 +0100},
biburl = {https://dblp.org/rec/conf/cec/AlvesCH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/VizineCHG05,
author = {Andr{\'{e}} L. Vizine and
Leandro Nunes de Castro and
Eduardo R. Hruschka and
Ricardo R. Gudwin},
title = {Towards Improving Clustering Ants: An Adaptive Ant Clustering Algorithm},
journal = {Informatica (Slovenia)},
volume = {29},
number = {2},
pages = {143--154},
year = {2005},
url = {http://www.informatica.si/index.php/informatica/article/view/27},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/VizineCHG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/HruschkaC05,
author = {Eduardo R. Hruschka and
Thiago F. Covoes},
title = {Feature Selection for Cluster Analysis: an Approach Based on the Simplified
Silhouette Criterion},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {32--38},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631238},
doi = {10.1109/CIMCA.2005.1631238},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/HruschkaC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/HruschkaCHE05,
author = {Eduardo R. Hruschka and
Thiago F. Covoes and
Estevam R. Hruschka Jr. and
Nelson F. F. Ebecken},
editor = {Nadia Nedjah and
Luiza de Macedo Mourelle and
Ajith Abraham and
Mario K{\"{o}}ppen},
title = {Feature Selection for Clustering Problems: a Hybrid Algorithm that
Iterates Between k-means and a Bayesian Filter},
booktitle = {5th International Conference on Hybrid Intelligent Systems {(HIS}
2005), 6.9 November 2005, Rio de Janeiro, Brazil},
pages = {405--410},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICHIS.2005.42},
doi = {10.1109/ICHIS.2005.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/HruschkaCHE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/GarciaH05,
author = {Antonio J. T. Garcia and
Eduardo R. Hruschka},
editor = {Nadia Nedjah and
Luiza de Macedo Mourelle and
Ajith Abraham and
Mario K{\"{o}}ppen},
title = {Naive Bayes as an Imputation Tool for Classification Problems},
booktitle = {5th International Conference on Hybrid Intelligent Systems {(HIS}
2005), 6.9 November 2005, Rio de Janeiro, Brazil},
pages = {497--499},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICHIS.2005.78},
doi = {10.1109/ICHIS.2005.78},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/GarciaH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/HruschkaHE05,
author = {Eduardo R. Hruschka and
Estevam R. Hruschka Jr. and
Nelson F. F. Ebecken},
editor = {Lipo Wang and
Ke Chen and
Yew{-}Soon Ong},
title = {Missing Values Imputation for a Clustering Genetic Algorithm},
booktitle = {Advances in Natural Computation, First International Conference, {ICNC}
2005, Changsha, China, August 27-29, 2005, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {3612},
pages = {245--254},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539902\_29},
doi = {10.1007/11539902\_29},
timestamp = {Sun, 02 Jun 2019 21:14:27 +0200},
biburl = {https://dblp.org/rec/conf/icnc/HruschkaHE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/HruschkaHE05,
author = {Estevam R. Hruschka Jr. and
Eduardo R. Hruschka and
Nelson F. F. Ebecken},
editor = {Ann Macintosh and
Richard Ellis and
Tony Allen},
title = {Applying Bayesian Networks for Meteorological Data Mining},
booktitle = {Applications and Innovations in Intelligent Systems XIII, Proceedings
of AI-2005, the Twenty-fifth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
UK, December 2005},
pages = {122--133},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/1-84628-224-1\_10},
doi = {10.1007/1-84628-224-1\_10},
timestamp = {Thu, 14 Mar 2019 14:38:31 +0100},
biburl = {https://dblp.org/rec/conf/sgai/HruschkaHE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/HruschkaHE04,
author = {Estevam R. Hruschka Jr. and
Eduardo R. Hruschka and
Nelson F. F. Ebecken},
editor = {Ahmed Y. Tawfik and
Scott D. Goodwin},
title = {Feature Selection by Bayesian Networks},
booktitle = {Advances in Artificial Intelligence, 17th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2004,
London, Ontario, Canada, May 17-19, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3060},
pages = {370--379},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24840-8\_26},
doi = {10.1007/978-3-540-24840-8\_26},
timestamp = {Thu, 28 Sep 2023 12:27:24 +0200},
biburl = {https://dblp.org/rec/conf/ai/HruschkaHE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/HruschkaHE04,
author = {Eduardo R. Hruschka and
Estevam R. Hruschka Jr. and
Nelson F. F. Ebecken},
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {Towards Efficient Imputation by Nearest-Neighbors: {A} Clustering-Based
Approach},
booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
pages = {513--525},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30549-1\_45},
doi = {10.1007/978-3-540-30549-1\_45},
timestamp = {Wed, 20 Nov 2019 16:52:44 +0100},
biburl = {https://dblp.org/rec/conf/ausai/HruschkaHE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SilvaCH04,
author = {Fabr{\'{\i}}cio Alves Barbosa da Silva and
S{\'{\i}}lvia Carvalho and
Eduardo R. Hruschka},
editor = {Marco Danelutto and
Marco Vanneschi and
Domenico Laforenza},
title = {A Scheduling Algorithm for Running Bag-of-Tasks Data Mining Applications
on the Grid},
booktitle = {Euro-Par 2004 Parallel Processing, 10th International Euro-Par Conference,
Pisa, Italy, August 31-September 3, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3149},
pages = {254--262},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27866-5\_33},
doi = {10.1007/978-3-540-27866-5\_33},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/europar/SilvaCH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/HruschkaCC04,
author = {Eduardo R. Hruschka and
Ricardo J. G. B. Campello and
Leandro Nunes de Castro},
title = {Evolutionary search for optimal fuzzy c-means clustering},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2004,
Budapest, Hungary, July 25-29, 2004},
pages = {685--690},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/FUZZY.2004.1375481},
doi = {10.1109/FUZZY.2004.1375481},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/HruschkaCC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/HruschkaCC04,
author = {Eduardo R. Hruschka and
Ricardo J. G. B. Campello and
Leandro Nunes de Castro},
editor = {Christian Lema{\^{\i}}tre and
Carlos A. Reyes Garc{\'{\i}}a and
Jes{\'{u}}s A. Gonz{\'{a}}lez},
title = {Improving the Efficiency of a Clustering Genetic Algorithm},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2004, 9th Ibero-American
Conference on AI, Puebla, Mexico, November 22-26, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3315},
pages = {861--870},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30498-2\_86},
doi = {10.1007/978-3-540-30498-2\_86},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/HruschkaCC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/SilvaCSHF04,
author = {Fabr{\'{\i}}cio Alves Barbosa da Silva and
S{\'{\i}}lvia Carvalho and
Hermes Senger and
Eduardo R. Hruschka and
Cl{\'{e}}ver Ricardo Guareis de Farias},
editor = {Antonio Lagan{\`{a}} and
Marina L. Gavrilova and
Vipin Kumar and
Youngsong Mun and
Chih Jeng Kenneth Tan and
Osvaldo Gervasi},
title = {Running Data Mining Applications on the Grid: {A} Bag-of-Tasks Approach},
booktitle = {Computational Science and Its Applications - {ICCSA} 2004, International
Conference, Assisi, Italy, May 14-17, 2004, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3044},
pages = {168--177},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24709-8\_18},
doi = {10.1007/978-3-540-24709-8\_18},
timestamp = {Thu, 28 Apr 2022 16:17:38 +0200},
biburl = {https://dblp.org/rec/conf/iccsa/SilvaCSHF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HruschkaCC04,
author = {Eduardo R. Hruschka and
Leandro Nunes de Castro and
Ricardo J. G. B. Campello},
title = {Evolutionary Algorithms for Clustering Gene-Expression Data},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {403--406},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDM.2004.10073},
doi = {10.1109/ICDM.2004.10073},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HruschkaCC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/SherafatCH04,
author = {Vahid Sherafat and
Leandro Nunes de Castro and
Eduardo R. Hruschka},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {TermitAnt: An Ant Clustering Algorithm Improved by Ideas from Termite
Colonies},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {1088--1093},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_169},
doi = {10.1007/978-3-540-30499-9\_169},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/SherafatCH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/npc/SengerHSSBE04,
author = {Hermes Senger and
Eduardo R. Hruschka and
Fabr{\'{\i}}cio Alves Barbosa da Silva and
Liria Matsumoto Sato and
Calebe De Paula Bianchini and
Marcelo D. Esperidi{\~{a}}ao},
editor = {Hai Jin and
Guang R. Gao and
Zhiwei Xu and
Hao Chen},
title = {Inhambu: Data Mining Using Idle Cycles in Clusters of PCs},
booktitle = {Network and Parallel Computing, {IFIP} International Conference, {NPC}
2004, Wuhan, China, October 18-20, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3222},
pages = {213--220},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30141-7\_31},
doi = {10.1007/978-3-540-30141-7\_31},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/npc/SengerHSSBE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/HruschkaHE03,
author = {Estevam R. Hruschka Jr. and
Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {A Feature Selection Bayesian Approach for Extracting Classification
Rules with a Clustering Genetic Algorithm},
journal = {Appl. Artif. Intell.},
volume = {17},
number = {5-6},
pages = {489--506},
year = {2003},
url = {https://doi.org/10.1080/713827176},
doi = {10.1080/713827176},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aai/HruschkaHE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HruschkaE03,
author = {Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {A genetic algorithm for cluster analysis},
journal = {Intell. Data Anal.},
volume = {7},
number = {1},
pages = {15--25},
year = {2003},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00114},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HruschkaE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/HruschkaHE03,
author = {Eduardo R. Hruschka and
Estevam R. Hruschka Jr. and
Nelson F. F. Ebecken},
editor = {Tam{\'{a}}s D. Gedeon and
Lance Chun Che Fung},
title = {Evaluating a Nearest-Neighbor Method to Substitute Continuous Missing
Values},
booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference
on Artificial Intelligence, Perth, Australia, December 3-5, 2003,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2903},
pages = {723--734},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24581-0\_62},
doi = {10.1007/978-3-540-24581-0\_62},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/HruschkaHE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbbd/HruschkaHE03,
author = {Eduardo R. Hruschka and
Estevam R. Hruschka Jr. and
Nelson F. F. Ebecken},
editor = {Alberto H. F. Laender},
title = {A Nearest-Neighbor Method as a Data Preparation Tool for a Clustering
Genetic Algorithm},
booktitle = {{XVIII} Simp{\'{o}}sio Brasileiro de Bancos de Dados, 6-8 de
Outubro, Manaus, Amazonas, Brasil, Anais/Proceedings},
pages = {319--327},
publisher = {{UFAM}},
year = {2003},
timestamp = {Mon, 06 Oct 2003 10:47:19 +0200},
biburl = {https://dblp.org/rec/conf/sbbd/HruschkaHE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/HruschkaHE02,
author = {Estevam R. Hruschka Jr. and
Eduardo R. Hruschka and
Nelson F. F. Ebecken},
editor = {Ajith Abraham and
Javier Ruiz{-}del{-}Solar and
Mario K{\"{o}}ppen},
title = {A Data Preparation Bayesian Approach for a Clustering Genetic Algorithm},
booktitle = {Soft Computing Systems - Design, Management and Applications, {HIS}
2002, December 1-4, 2002, Santiago, Chile},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {87},
pages = {453--461},
publisher = {{IOS} Press},
year = {2002},
timestamp = {Tue, 02 Dec 2003 15:04:47 +0100},
biburl = {https://dblp.org/rec/conf/his/HruschkaHE02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcss/HruschkaE00,
author = {Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {A clustering algorithm for extracting rules from supervised neural
network models in data mining tasks},
journal = {Int. J. Comput. Syst. Signals},
volume = {1},
number = {1},
pages = {17--29},
year = {2000},
url = {http://research.i2r.a-star.edu.sg/iaamsad/ijcss/Journals/Vol1No1/IJCSS\_V1N1\_p17\_29.pdf},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcss/HruschkaE00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HruschkaE00,
author = {Eduardo R. Hruschka and
Nelson F. F. Ebecken},
title = {Applying a Clustering Genetic Algorithm for Extracting Rules from
a Supervised Neural Network},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {407--412},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861342},
doi = {10.1109/IJCNN.2000.861342},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HruschkaE00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HruschkaE99,
author = {Eduardo R. Hruschka and
Nelson Francisco Favilla Ebecken},
title = {Rule extraction from neural networks: modified {RX} algorithm},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2504--2508},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833466},
doi = {10.1109/IJCNN.1999.833466},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HruschkaE99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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