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BibTeX 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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