BibTeX records: Georgios Kostopoulos

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
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@article{DBLP:journals/access/KostopoulosPKPK21,
  author       = {Georgios Kostopoulos and
                  Theodor Panagiotakopoulos and
                  Sotiris Kotsiantis and
                  Christos Pierrakeas and
                  Achilles Kameas},
  title        = {Interpretable Models for Early Prediction of Certification in MOOCs:
                  {A} Case Study on a {MOOC} for Smart City Professionals},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {165881--165891},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3134787},
  doi          = {10.1109/ACCESS.2021.3134787},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/KostopoulosPKPK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jche/TsiakmakiKKR21,
  author       = {Maria Tsiakmaki and
                  Georgios Kostopoulos and
                  Sotiris Kotsiantis and
                  Omiros Ragos},
  title        = {Fuzzy-based active learning for predicting student academic performance
                  using autoML: a step-wise approach},
  journal      = {J. Comput. High. Educ.},
  volume       = {33},
  number       = {3},
  pages        = {635--667},
  year         = {2021},
  url          = {https://doi.org/10.1007/s12528-021-09279-x},
  doi          = {10.1007/S12528-021-09279-X},
  timestamp    = {Mon, 15 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jche/TsiakmakiKKR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/gr/Kostopoulos20,
  author       = {Georgios Kostopoulos},
  title        = {{\(\Alpha\)}{\(\nu\)}{\'{$\alpha$}}{\(\pi\)}{\(\tau\)}{\(\upsilon\)}{\(\xi\)}{\(\eta\)}
                  {\(\pi\)}{\(\rho\)}{\(\omega\)}{\(\tau\)}{\'{o}}{\(\tau\)}{\(\upsilon\)}{\(\pi\)}{\(\omega\)}{\(\nu\)}
                  {\(\alpha\)}{\(\lambda\)}{\(\gamma\)}{\(o\)}{\(\rho\)}{\(\acute{\iota}\)}{\texttheta}{\(\mu\)}{\(\omega\)}{\(\nu\)}
                  {\(\mu\)}{\(\eta\)}{\(\chi\)}{\(\alpha\)}{\(\nu\)}{\(\iota\)}{\(\kappa\)}{\(\acute{\eta}\)}{\(\varsigma\)}
                  {\(\mu\)}{\'{$\alpha$}}{\texttheta}{\(\eta\)}{\(\sigma\)}{\(\eta\)}{\(\varsigma\)}
                  {\(\gamma\)}{\(\iota\)}{\(\alpha\)} {\(\chi\)}{\(\rho\)}{\(\acute{\eta}\)}{\(\sigma\)}{\(\eta\)}
                  {\(\sigma\)}{\(\epsilon\)} {\(\epsilon\)}{\(\kappa\)}{\(\pi\)}{\(\alpha\)}{\(\iota\)}{\(\delta\)}{\(\epsilon\)}{\(\upsilon\)}{\(\tau\)}{\(\iota\)}{\(\kappa\)}{\'{$\alpha$}}
                  {\(\delta\)}{\(\epsilon\)}{\(\delta\)}{\(o\)}{\(\mu\)}{\(\acute{\epsilon}\)}{\(\nu\)}{\(\alpha\)}
                  {\(\kappa\)}{\(\alpha\)}{\(\iota\)} {\(\sigma\)}{\(\epsilon\)} {\(\sigma\)}{\(\upsilon\)}{\(\sigma\)}{\(\tau\)}{\(\acute{\eta}\)}{\(\mu\)}{\(\alpha\)}{\(\tau\)}{\(\alpha\)}
                  {\(\delta\)}{\(\iota\)}{\(\alpha\)}{\(\chi\)}{\(\epsilon\)}{\(\acute{\iota}\)}{\(\rho\)}{\(\iota\)}{\(\sigma\)}{\(\eta\)}{\(\varsigma\)}
                  {\(\epsilon\)}{\(\kappa\)}{\(\pi\)}{\(\alpha\)}{\(\iota\)}{\(\delta\)}{\(\epsilon\)}{\(\upsilon\)}{\(\tau\)}{\(\iota\)}{\(\kappa\)}{\(o\)}{\(\acute{\upsilon}\)}
                  {\(\pi\)}{\(\epsilon\)}{\(\rho\)}{\(\iota\)}{\(\epsilon\)}{\(\chi\)}{\(o\)}{\(\mu\)}{\(\acute{\epsilon}\)}{\(\nu\)}{\(o\)}{\(\upsilon\)}},
  school       = {University of Patras, Greece},
  year         = {2020},
  url          = {http://hdl.handle.net/10442/hedi/47275},
  timestamp    = {Wed, 17 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/gr/Kostopoulos20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/access/FazakisKKM20,
  author       = {Nikos Fazakis and
                  Georgios Kostopoulos and
                  Sotiris Kotsiantis and
                  Iosif Mporas},
  title        = {Iterative Robust Semi-Supervised Missing Data Imputation},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {90555--90569},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.2994033},
  doi          = {10.1109/ACCESS.2020.2994033},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/FazakisKKM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/algorithms/KarlosKK20,
  author       = {Stamatis Karlos and
                  Georgios Kostopoulos and
                  Sotiris Kotsiantis},
  title        = {A Soft-Voting Ensemble Based Co-Training Scheme Using Static Selection
                  for Binary Classification Problems},
  journal      = {Algorithms},
  volume       = {13},
  number       = {1},
  pages        = {26},
  year         = {2020},
  url          = {https://doi.org/10.3390/a13010026},
  doi          = {10.3390/A13010026},
  timestamp    = {Thu, 06 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/KarlosKK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ida/FazakisKKKS20,
  author       = {Nikos Fazakis and
                  Georgios Kostopoulos and
                  Stamatis Karlos and
                  Sotiris Kotsiantis and
                  Kyriakos N. Sgarbas},
  title        = {An active learning ensemble method for regression tasks},
  journal      = {Intell. Data Anal.},
  volume       = {24},
  number       = {3},
  pages        = {607--623},
  year         = {2020},
  url          = {https://doi.org/10.3233/IDA-194608},
  doi          = {10.3233/IDA-194608},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/FazakisKKKS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijait/KostopoulosKFKP19,
  author       = {Georgios Kostopoulos and
                  Sotiris Kotsiantis and
                  Nikos Fazakis and
                  Giannis Koutsonikos and
                  Christos Pierrakeas},
  title        = {A Semi-Supervised Regression Algorithm for Grade Prediction of Students
                  in Distance Learning Courses},
  journal      = {Int. J. Artif. Intell. Tools},
  volume       = {28},
  number       = {4},
  pages        = {1940001:1--1940001:19},
  year         = {2019},
  url          = {https://doi.org/10.1142/S0218213019400013},
  doi          = {10.1142/S0218213019400013},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijait/KostopoulosKFKP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tlt/KostopoulosKK19,
  author       = {Georgios Kostopoulos and
                  Stamatis Karlos and
                  Sotiris Kotsiantis},
  title        = {Multiview Learning for Early Prognosis of Academic Performance: {A}
                  Case Study},
  journal      = {{IEEE} Trans. Learn. Technol.},
  volume       = {12},
  number       = {2},
  pages        = {212--224},
  year         = {2019},
  url          = {https://doi.org/10.1109/TLT.2019.2911581},
  doi          = {10.1109/TLT.2019.2911581},
  timestamp    = {Fri, 03 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tlt/KostopoulosKK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iisa/FazakisKKKS19,
  author       = {Nikos Fazakis and
                  Georgios Kostopoulos and
                  Stamatis Karlos and
                  Sotiris Kotsiantis and
                  Kyriakos N. Sgarbas},
  editor       = {Nikolaos G. Bourbakis and
                  George A. Tsihrintzis and
                  Maria Virvou},
  title        = {Self-trained eXtreme Gradient Boosting Trees},
  booktitle    = {10th International Conference on Information, Intelligence, Systems
                  and Applications, {IISA} 2019, Patras, Greece, July 15-17, 2019},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/IISA.2019.8900737},
  doi          = {10.1109/IISA.2019.8900737},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iisa/FazakisKKKS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iisa/KostopoulosFKS19,
  author       = {Georgios Kostopoulos and
                  Nikos Fazakis and
                  Sotiris Kotsiantis and
                  Kyriakos N. Sgarbas},
  editor       = {Nikolaos G. Bourbakis and
                  George A. Tsihrintzis and
                  Maria Virvou},
  title        = {Multi-objective Optimization of {C4.5} Decision Tree for Predicting
                  Student Academic Performance},
  booktitle    = {10th International Conference on Information, Intelligence, Systems
                  and Applications, {IISA} 2019, Patras, Greece, July 15-17, 2019},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/IISA.2019.8900771},
  doi          = {10.1109/IISA.2019.8900771},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iisa/KostopoulosFKS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijlt/KostopoulosKPKG18,
  author       = {George Kostopoulos and
                  Sotiris Kotsiantis and
                  Christos Pierrakeas and
                  Giannis Koutsonikos and
                  George A. Gravvanis},
  title        = {Forecasting students' success in an open university},
  journal      = {Int. J. Learn. Technol.},
  volume       = {13},
  number       = {1},
  pages        = {26--43},
  year         = {2018},
  url          = {https://doi.org/10.1504/IJLT.2018.091630},
  doi          = {10.1504/IJLT.2018.091630},
  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijlt/KostopoulosKPKG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jifs/KostopoulosLKT18,
  author       = {Georgios Kostopoulos and
                  Ioannis E. Livieris and
                  Sotiris B. Kotsiantis and
                  Vassilis Tampakas},
  title        = {CST-Voting: {A} semi-supervised ensemble method for classification
                  problems},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {35},
  number       = {1},
  pages        = {99--109},
  year         = {2018},
  url          = {https://doi.org/10.3233/JIFS-169571},
  doi          = {10.3233/JIFS-169571},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jifs/KostopoulosLKT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jifs/KostopoulosKKR18,
  author       = {Georgios Kostopoulos and
                  Stamatis Karlos and
                  Sotiris Kotsiantis and
                  Omiros Ragos},
  title        = {Semi-supervised regression: {A} recent review},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {35},
  number       = {2},
  pages        = {1483--1500},
  year         = {2018},
  url          = {https://doi.org/10.3233/JIFS-169689},
  doi          = {10.3233/JIFS-169689},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jifs/KostopoulosKKR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iisa/TsiakmakiKKPKR18,
  author       = {Maria Tsiakmaki and
                  Georgios Kostopoulos and
                  Giannis Koutsonikos and
                  Christos Pierrakeas and
                  Sotiris Kotsiantis and
                  Omiros Ragos},
  editor       = {Nikolaos G. Bourbakis and
                  George A. Tsihrintzis and
                  Maria Virvou},
  title        = {Predicting University Students' Grades Based on Previous Academic
                  Achievements},
  booktitle    = {9th International Conference on Information, Intelligence, Systems
                  and Applications, {IISA} 2018, Zakynthos, Greece, July 23-25, 2018},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/IISA.2018.8633618},
  doi          = {10.1109/IISA.2018.8633618},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iisa/TsiakmakiKKPKR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bfal/KostopoulosKKT17,
  author       = {Georgios Kostopoulos and
                  Stamatis Karlos and
                  Sotiris Kotsiantis and
                  Vassilis Tampakas},
  editor       = {Claude Frasson and
                  George K. Kostopoulos},
  title        = {Evaluating Active Learning Methods for Bankruptcy Prediction},
  booktitle    = {Brain Function Assessment in Learning - First International Conference,
                  {BFAL} 2017, Patras, Greece, September 24-25, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10512},
  pages        = {57--66},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-67615-9\_5},
  doi          = {10.1007/978-3-319-67615-9\_5},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bfal/KostopoulosKKT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bfal/KostopoulosKV17,
  author       = {Georgios Kostopoulos and
                  Sotiris Kotsiantis and
                  Vassilios S. Verykios},
  editor       = {Claude Frasson and
                  George K. Kostopoulos},
  title        = {A Prognosis of Junior High School Students' Performance Based on Active
                  Learning Methods},
  booktitle    = {Brain Function Assessment in Learning - First International Conference,
                  {BFAL} 2017, Patras, Greece, September 24-25, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10512},
  pages        = {67--76},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-67615-9\_6},
  doi          = {10.1007/978-3-319-67615-9\_6},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bfal/KostopoulosKV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eann/KostopoulosLKG17,
  author       = {Georgios Kostopoulos and
                  Anastasia{-}Dimitra Lipitakis and
                  Sotiris Kotsiantis and
                  George A. Gravvanis},
  editor       = {Giacomo Boracchi and
                  Lazaros S. Iliadis and
                  Chrisina Jayne and
                  Aristidis Likas},
  title        = {Predicting Student Performance in Distance Higher Education Using
                  Active Learning},
  booktitle    = {Engineering Applications of Neural Networks - 18th International Conference,
                  {EANN} 2017, Athens, Greece, August 25-27, 2017, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {744},
  pages        = {75--86},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-65172-9\_7},
  doi          = {10.1007/978-3-319-65172-9\_7},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eann/KostopoulosLKG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eann/KarlosKKT17,
  author       = {Stamatis Karlos and
                  Georgios Kostopoulos and
                  Sotiris Kotsiantis and
                  Vassilis Tampakas},
  editor       = {Giacomo Boracchi and
                  Lazaros S. Iliadis and
                  Chrisina Jayne and
                  Aristidis Likas},
  title        = {Using Active Learning Methods for Predicting Fraudulent Financial
                  Statements},
  booktitle    = {Engineering Applications of Neural Networks - 18th International Conference,
                  {EANN} 2017, Athens, Greece, August 25-27, 2017, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {744},
  pages        = {351--362},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-65172-9\_30},
  doi          = {10.1007/978-3-319-65172-9\_30},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eann/KarlosKKT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iisa/KostopoulosKRG17,
  author       = {Georgios Kostopoulos and
                  Sotiris Kotsiantis and
                  Omiros Ragos and
                  Theodoula N. Grapsa},
  editor       = {Nikolaos G. Bourbakis and
                  George A. Tsihrintzis and
                  Maria Virvou},
  title        = {Early dropout prediction in distance higher education using active
                  learning},
  booktitle    = {8th International Conference on Information, Intelligence, Systems
                  {\&} Applications, {IISA} 2017, Larnaca, Cyprus, August 27-30,
                  2017},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/IISA.2017.8316424},
  doi          = {10.1109/IISA.2017.8316424},
  timestamp    = {Mon, 31 Aug 2020 20:43:15 +0200},
  biburl       = {https://dblp.org/rec/conf/iisa/KostopoulosKRG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iisa/KostopoulosLKT17,
  author       = {Georgios Kostopoulos and
                  Ioannis E. Livieris and
                  Sotiris Kotsiantis and
                  Vassilis Tampakas},
  editor       = {Nikolaos G. Bourbakis and
                  George A. Tsihrintzis and
                  Maria Virvou},
  title        = {Enhancing high school students' performance based on semi-supervised
                  methods},
  booktitle    = {8th International Conference on Information, Intelligence, Systems
                  {\&} Applications, {IISA} 2017, Larnaca, Cyprus, August 27-30,
                  2017},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/IISA.2017.8316425},
  doi          = {10.1109/IISA.2017.8316425},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iisa/KostopoulosLKT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/medi/KostopoulosKP15,
  author       = {Georgios Kostopoulos and
                  Sotiris B. Kotsiantis and
                  Panagiotis E. Pintelas},
  editor       = {Ladjel Bellatreche and
                  Yannis Manolopoulos},
  title        = {Predicting Student Performance in Distance Higher Education Using
                  Semi-supervised Techniques},
  booktitle    = {Model and Data Engineering - 5th International Conference, {MEDI}
                  2015, Rhodes, Greece, September 26-28, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9344},
  pages        = {259--270},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-23781-7\_21},
  doi          = {10.1007/978-3-319-23781-7\_21},
  timestamp    = {Sat, 20 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/medi/KostopoulosKP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pci/KostopoulosKP15,
  author       = {Georgios Kostopoulos and
                  Sotiris B. Kotsiantis and
                  Panagiotis E. Pintelas},
  editor       = {Nikitas N. Karanikolas and
                  Demosthenes Akoumianakis and
                  Mara Nikolaidou and
                  Dimitrios D. Vergados and
                  Michalis Xenos and
                  George M. Giaglis and
                  Stefanos Gritzalis and
                  Lazaros F. Merakos and
                  Panagiotis Tsanakas and
                  Cleo Sgouropoulou},
  title        = {Estimating student dropout in distance higher education using semi-supervised
                  techniques},
  booktitle    = {Proceedings of the 19th Panhellenic Conference on Informatics, {PCI}
                  2015, Athens, Greece, October 1-3, 2015},
  pages        = {38--43},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2801948.2802013},
  doi          = {10.1145/2801948.2802013},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pci/KostopoulosKP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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