BibTeX records: Thiago F. Covoes

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@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}
}

@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/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/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/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}
}

@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}
}

@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/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/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/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}
}

@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/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}
}

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