BibTeX records: Panayiotis E. Pintelas

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@article{DBLP:journals/kbs/PintelasLP24,
  author       = {Emmanuel Pintelas and
                  Ioannis E. Livieris and
                  Panayiotis E. Pintelas},
  title        = {Adaptive augmentation framework for domain independent few shot learning},
  journal      = {Knowl. Based Syst.},
  volume       = {299},
  pages        = {112047},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.knosys.2024.112047},
  doi          = {10.1016/J.KNOSYS.2024.112047},
  timestamp    = {Thu, 11 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/PintelasLP24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/KiriakidouLP24,
  author       = {Niki Kiriakidou and
                  Ioannis E. Livieris and
                  Panayiotis E. Pintelas},
  title        = {Mutual information-based neighbor selection method for causal effect
                  estimation},
  journal      = {Neural Comput. Appl.},
  volume       = {36},
  number       = {16},
  pages        = {9141--9155},
  year         = {2024},
  url          = {https://doi.org/10.1007/s00521-024-09555-8},
  doi          = {10.1007/S00521-024-09555-8},
  timestamp    = {Sat, 18 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/KiriakidouLP24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/PintelasL23,
  author       = {Panayiotis E. Pintelas and
                  Ioannis E. Livieris},
  title        = {Special Issue on Ensemble Learning and/or Explainability},
  journal      = {Algorithms},
  volume       = {16},
  number       = {1},
  pages        = {49},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16010049},
  doi          = {10.3390/A16010049},
  timestamp    = {Fri, 10 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/PintelasL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/MajumderGSAGKP23,
  author       = {Annwesha Banerjee Majumder and
                  Somsubhra Gupta and
                  Dharmpal Singh and
                  Biswaranjan Acharya and
                  Vassilis C. Gerogiannis and
                  Andreas Kanavos and
                  Panayiotis E. Pintelas},
  title        = {Heart Disease Prediction Using Concatenated Hybrid Ensemble Classifiers},
  journal      = {Algorithms},
  volume       = {16},
  number       = {12},
  pages        = {538},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16120538},
  doi          = {10.3390/A16120538},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/MajumderGSAGKP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/PintelasLKP23,
  author       = {Emmanuel Pintelas and
                  Ioannis E. Livieris and
                  Sotiris Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {A multi-view-CNN framework for deep representation learning in image
                  classification},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {232},
  pages        = {103687},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.cviu.2023.103687},
  doi          = {10.1016/J.CVIU.2023.103687},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cviu/PintelasLKP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/LivierisPKP23,
  author       = {Ioannis E. Livieris and
                  Emmanuel Pintelas and
                  Niki Kiriakidou and
                  Panayiotis E. Pintelas},
  title        = {Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM},
  journal      = {J. Imaging},
  volume       = {9},
  number       = {10},
  pages        = {224},
  year         = {2023},
  url          = {https://doi.org/10.3390/jimaging9100224},
  doi          = {10.3390/JIMAGING9100224},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jimaging/LivierisPKP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/PintelasKL23,
  author       = {Panagiotis E. Pintelas and
                  Sotiris Kotsiantis and
                  Ioannis E. Livieris},
  title        = {Special Issue on Machine Learning and {AI} for Sensors},
  journal      = {Sensors},
  volume       = {23},
  number       = {5},
  pages        = {2770},
  year         = {2023},
  url          = {https://doi.org/10.3390/s23052770},
  doi          = {10.3390/S23052770},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/PintelasKL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/PintelasP22,
  author       = {Emmanuel Pintelas and
                  Panayiotis E. Pintelas},
  title        = {A 3D-CAE-CNN model for Deep Representation Learning of 3D images},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {113},
  pages        = {104978},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.engappai.2022.104978},
  doi          = {10.1016/J.ENGAPPAI.2022.104978},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eaai/PintelasP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/LivierisSPKP22,
  author       = {Ioannis E. Livieris and
                  Stavros Stavroyiannis and
                  Emmanuel Pintelas and
                  Theodore Kotsilieris and
                  Panayiotis E. Pintelas},
  title        = {A dropout weight-constrained recurrent neural network model for forecasting
                  the price of major cryptocurrencies and CCi30 index},
  journal      = {Evol. Syst.},
  volume       = {13},
  number       = {1},
  pages        = {85--100},
  year         = {2022},
  url          = {https://doi.org/10.1007/s12530-020-09361-2},
  doi          = {10.1007/S12530-020-09361-2},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/evs/LivierisSPKP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/LivierisIP21,
  author       = {Ioannis E. Livieris and
                  Lazaros Iliadis and
                  Panayiotis E. Pintelas},
  title        = {On ensemble techniques of weight-constrained neural networks},
  journal      = {Evol. Syst.},
  volume       = {12},
  number       = {1},
  pages        = {155--167},
  year         = {2021},
  url          = {https://doi.org/10.1007/s12530-019-09324-2},
  doi          = {10.1007/S12530-019-09324-2},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/evs/LivierisIP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/ApostolopoulosP21,
  author       = {Ioannis D. Apostolopoulos and
                  Emmanuel G. Pintelas and
                  Ioannis E. Livieris and
                  Dimitris J. Apostolopoulos and
                  Nikolaos D. Papathanasiou and
                  Panagiotis E. Pintelas and
                  George S. Panayiotakis},
  title        = {Automatic classification of solitary pulmonary nodules in {PET/CT}
                  imaging employing transfer learning techniques},
  journal      = {Medical Biol. Eng. Comput.},
  volume       = {59},
  number       = {6},
  pages        = {1299--1310},
  year         = {2021},
  url          = {https://doi.org/10.1007/s11517-021-02378-y},
  doi          = {10.1007/S11517-021-02378-Y},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mbec/ApostolopoulosP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LivierisSIP21,
  author       = {Ioannis E. Livieris and
                  Stavros Stavroyiannis and
                  Lazaros Iliadis and
                  Panagiotis E. Pintelas},
  title        = {Smoothing and stationarity enforcement framework for deep learning
                  time-series forecasting},
  journal      = {Neural Comput. Appl.},
  volume       = {33},
  number       = {20},
  pages        = {14021--14035},
  year         = {2021},
  url          = {https://doi.org/10.1007/s00521-021-06043-1},
  doi          = {10.1007/S00521-021-06043-1},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/LivierisSIP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/PintelasLLKP21,
  author       = {Emmanuel Pintelas and
                  Meletis Liaskos and
                  Ioannis E. Livieris and
                  Sotiris Kotsiantis and
                  Panagiotis E. Pintelas},
  title        = {A novel explainable image classification framework: case study on
                  skin cancer and plant disease prediction},
  journal      = {Neural Comput. Appl.},
  volume       = {33},
  number       = {22},
  pages        = {15171--15189},
  year         = {2021},
  url          = {https://doi.org/10.1007/s00521-021-06141-0},
  doi          = {10.1007/S00521-021-06141-0},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nca/PintelasLLKP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/PintelasLP21,
  author       = {Emmanuel Pintelas and
                  Ioannis E. Livieris and
                  Panagiotis E. Pintelas},
  title        = {A Convolutional Autoencoder Topology for Classification in High-Dimensional
                  Noisy Image Datasets},
  journal      = {Sensors},
  volume       = {21},
  number       = {22},
  pages        = {7731},
  year         = {2021},
  url          = {https://doi.org/10.3390/s21227731},
  doi          = {10.3390/S21227731},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sensors/PintelasLP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PintelasLB0P21,
  author       = {Emmanuel Pintelas and
                  Ioannis E. Livieris and
                  Nikolaos Barotsis and
                  George Panayiotakis and
                  Panagiotis E. Pintelas},
  editor       = {Ilias Maglogiannis and
                  John MacIntyre and
                  Lazaros Iliadis},
  title        = {An Autoencoder Convolutional Neural Network Framework for Sarcopenia
                  Detection Based on Multi-frame Ultrasound Image Slices},
  booktitle    = {Artificial Intelligence Applications and Innovations - 17th {IFIP}
                  {WG} 12.5 International Conference, {AIAI} 2021, Hersonissos, Crete,
                  Greece, June 25-27, 2021, Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {627},
  pages        = {209--219},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-79150-6\_17},
  doi          = {10.1007/978-3-030-79150-6\_17},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ifip12/PintelasLB0P21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/PintelasLP20,
  author       = {Emmanuel Pintelas and
                  Ioannis E. Livieris and
                  Panayiotis E. Pintelas},
  title        = {A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box
                  Intrinsic Interpretability},
  journal      = {Algorithms},
  volume       = {13},
  number       = {1},
  pages        = {17},
  year         = {2020},
  url          = {https://doi.org/10.3390/a13010017},
  doi          = {10.3390/A13010017},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/PintelasLP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/LivierisPSP20,
  author       = {Ioannis E. Livieris and
                  Emmanuel Pintelas and
                  Stavros Stavroyiannis and
                  Panayiotis E. Pintelas},
  title        = {Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series},
  journal      = {Algorithms},
  volume       = {13},
  number       = {5},
  pages        = {121},
  year         = {2020},
  url          = {https://doi.org/10.3390/a13050121},
  doi          = {10.3390/A13050121},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/LivierisPSP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/PintelasL20,
  author       = {Panagiotis E. Pintelas and
                  Ioannis E. Livieris},
  title        = {Special Issue on Ensemble Learning and Applications},
  journal      = {Algorithms},
  volume       = {13},
  number       = {6},
  pages        = {140},
  year         = {2020},
  url          = {https://doi.org/10.3390/a13060140},
  doi          = {10.3390/A13060140},
  timestamp    = {Wed, 15 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/PintelasL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/idt/LivierisKSP20,
  author       = {Ioannis E. Livieris and
                  Theodore Kotsilieris and
                  Stavros Stavroyiannis and
                  Panayiotis E. Pintelas},
  title        = {Forecasting stock price index movement using a constrained deep neural
                  network training algorithm},
  journal      = {Intell. Decis. Technol.},
  volume       = {14},
  number       = {3},
  pages        = {313--323},
  year         = {2020},
  url          = {https://doi.org/10.3233/IDT-190035},
  doi          = {10.3233/IDT-190035},
  timestamp    = {Thu, 08 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/idt/LivierisKSP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmei/KotsilierisPLP20,
  author       = {Theodore Kotsilieris and
                  Emmanuel Pintelas and
                  Ioannis E. Livieris and
                  Panayiotis E. Pintelas},
  title        = {Predicting anxiety disorders and suicide tendency using machine learning:
                  a review},
  journal      = {Int. J. Medical Eng. Informatics},
  volume       = {12},
  number       = {6},
  pages        = {599--608},
  year         = {2020},
  url          = {https://doi.org/10.1504/IJMEI.2020.111040},
  doi          = {10.1504/IJMEI.2020.111040},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijmei/KotsilierisPLP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/PintelasLLKP20,
  author       = {Emmanuel Pintelas and
                  Meletis Liaskos and
                  Ioannis E. Livieris and
                  Sotiris Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {Explainable Machine Learning Framework for Image Classification Problems:
                  Case Study on Glioma Cancer Prediction},
  journal      = {J. Imaging},
  volume       = {6},
  number       = {6},
  pages        = {37},
  year         = {2020},
  url          = {https://doi.org/10.3390/jimaging6060037},
  doi          = {10.3390/JIMAGING6060037},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jimaging/PintelasLLKP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LivierisP20,
  author       = {Ioannis E. Livieris and
                  Panagiotis E. Pintelas},
  title        = {An improved weight-constrained neural network training algorithm},
  journal      = {Neural Comput. Appl.},
  volume       = {32},
  number       = {9},
  pages        = {4177--4185},
  year         = {2020},
  url          = {https://doi.org/10.1007/s00521-019-04342-2},
  doi          = {10.1007/S00521-019-04342-2},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/LivierisP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LivierisSPP20,
  author       = {Ioannis E. Livieris and
                  Stavros Stavroyiannis and
                  Emmanuel Pintelas and
                  Panayiotis E. Pintelas},
  title        = {A novel validation framework to enhance deep learning models in time-series
                  forecasting},
  journal      = {Neural Comput. Appl.},
  volume       = {32},
  number       = {23},
  pages        = {17149--17167},
  year         = {2020},
  url          = {https://doi.org/10.1007/s00521-020-05169-y},
  doi          = {10.1007/S00521-020-05169-Y},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nca/LivierisSPP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LivierisPP20,
  author       = {Ioannis E. Livieris and
                  Emmanuel Pintelas and
                  Panayiotis E. Pintelas},
  title        = {A {CNN-LSTM} model for gold price time-series forecasting},
  journal      = {Neural Comput. Appl.},
  volume       = {32},
  number       = {23},
  pages        = {17351--17360},
  year         = {2020},
  url          = {https://doi.org/10.1007/s00521-020-04867-x},
  doi          = {10.1007/S00521-020-04867-X},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nca/LivierisPP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PintelasLSKP20,
  author       = {Emmanuel Pintelas and
                  Ioannis E. Livieris and
                  Stavros Stavroyiannis and
                  Theodore Kotsilieris and
                  Panayiotis E. Pintelas},
  editor       = {Ilias Maglogiannis and
                  Lazaros Iliadis and
                  Elias Pimenidis},
  title        = {Investigating the Problem of Cryptocurrency Price Prediction: {A}
                  Deep Learning Approach},
  booktitle    = {Artificial Intelligence Applications and Innovations - 16th {IFIP}
                  {WG} 12.5 International Conference, {AIAI} 2020, Neos Marmaras, Greece,
                  June 5-7, 2020, Proceedings, Part {II}},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {584},
  pages        = {99--110},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-49186-4\_9},
  doi          = {10.1007/978-3-030-49186-4\_9},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ifip12/PintelasLSKP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/LivierisKTP19,
  author       = {Ioannis E. Livieris and
                  Andreas Kanavos and
                  Vassilis Tampakas and
                  Panagiotis E. Pintelas},
  title        = {A Weighted Voting Ensemble Self-Labeled Algorithm for the Detection
                  of Lung Abnormalities from X-Rays},
  journal      = {Algorithms},
  volume       = {12},
  number       = {3},
  pages        = {64},
  year         = {2019},
  url          = {https://doi.org/10.3390/a12030064},
  doi          = {10.3390/A12030064},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/LivierisKTP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/idt/LivierisTKP19,
  author       = {Ioannis E. Livieris and
                  Vassilis Tampakas and
                  Nikos I. Karacapilidis and
                  Panagiotis E. Pintelas},
  title        = {A semi-supervised self-trained two-level algorithm for forecasting
                  students' graduation time},
  journal      = {Intell. Decis. Technol.},
  volume       = {13},
  number       = {3},
  pages        = {367--378},
  year         = {2019},
  url          = {https://doi.org/10.3233/IDT-180136},
  doi          = {10.3233/IDT-180136},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/idt/LivierisTKP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LivierisP19,
  author       = {Ioannis E. Livieris and
                  Panagiotis E. Pintelas},
  title        = {An adaptive nonmonotone active set - weight constrained - neural network
                  training algorithm},
  journal      = {Neurocomputing},
  volume       = {360},
  pages        = {294--303},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.neucom.2019.06.033},
  doi          = {10.1016/J.NEUCOM.2019.06.033},
  timestamp    = {Thu, 05 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/LivierisP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LivierisPP19,
  author       = {Ioannis E. Livieris and
                  Emmanuel Pintelas and
                  Panagiotis E. Pintelas},
  title        = {Gender Recognition by Voice using an Improved Self-Labeled Algorithm},
  journal      = {Mach. Learn. Knowl. Extr.},
  volume       = {1},
  number       = {1},
  pages        = {492--503},
  year         = {2019},
  url          = {https://doi.org/10.3390/make1010030},
  doi          = {10.3390/MAKE1010030},
  timestamp    = {Fri, 01 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/make/LivierisPP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LivierisKTP19,
  author       = {Ioannis E. Livieris and
                  Theodore Kotsilieris and
                  Vassilis Tampakas and
                  Panayiotis E. Pintelas},
  title        = {Improving the evaluation process of students' performance utilizing
                  a decision support software},
  journal      = {Neural Comput. Appl.},
  volume       = {31},
  number       = {6},
  pages        = {1683--1694},
  year         = {2019},
  url          = {https://doi.org/10.1007/s00521-018-3756-y},
  doi          = {10.1007/S00521-018-3756-Y},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/LivierisKTP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/KounelisKLVP19,
  author       = {Fotios Kounelis and
                  Andreas Kanavos and
                  Ioannis E. Livieris and
                  Gerasimos Vonitsanos and
                  Panagiotis E. Pintelas},
  editor       = {John MacIntyre and
                  Ilias Maglogiannis and
                  Lazaros S. Iliadis and
                  Elias Pimenidis},
  title        = {Predicting Secondary Structure for Human Proteins Based on Chou-Fasman
                  Method},
  booktitle    = {Artificial Intelligence Applications and Innovations - {AIAI} 2019
                  {IFIP} {WG} 12.5 International Workshops: {MHDW} and 5G-PINE 2019,
                  Hersonissos, Crete, Greece, May 24-26, 2019, Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {560},
  pages        = {232--241},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-19909-8\_21},
  doi          = {10.1007/978-3-030-19909-8\_21},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/KounelisKLVP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/LivierisKTP18,
  author       = {Ioannis E. Livieris and
                  Andreas Kanavos and
                  Vassilis Tampakas and
                  Panayiotis E. Pintelas},
  title        = {An Auto-Adjustable Semi-Supervised Self-Training Algorithm},
  journal      = {Algorithms},
  volume       = {11},
  number       = {9},
  pages        = {139},
  year         = {2018},
  url          = {https://doi.org/10.3390/a11090139},
  doi          = {10.3390/A11090139},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/LivierisKTP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/LivierisKDP18,
  author       = {Ioannis E. Livieris and
                  Theodore Kotsilieris and
                  Ioannis F. Dimopoulos and
                  Panayiotis E. Pintelas},
  title        = {Decision Support Software for Forecasting Patient's Length of Stay},
  journal      = {Algorithms},
  volume       = {11},
  number       = {12},
  pages        = {199},
  year         = {2018},
  url          = {https://doi.org/10.3390/a11120199},
  doi          = {10.3390/A11120199},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/LivierisKDP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informatics/LivierisKKTP18,
  author       = {Ioannis E. Livieris and
                  Niki Kiriakidou and
                  Andreas Kanavos and
                  Vassilis Tampakas and
                  Panagiotis E. Pintelas},
  title        = {On Ensemble {SSL} Algorithms for Credit Scoring Problem},
  journal      = {Informatics},
  volume       = {5},
  number       = {4},
  pages        = {40},
  year         = {2018},
  url          = {https://doi.org/10.3390/informatics5040040},
  doi          = {10.3390/INFORMATICS5040040},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/informatics/LivierisKKTP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/LivierisKTP18,
  author       = {Ioannis E. Livieris and
                  Andreas Kanavos and
                  Vassilis Tampakas and
                  Panayiotis E. Pintelas},
  title        = {An Ensemble {SSL} Algorithm for Efficient Chest X-Ray Image Classification},
  journal      = {J. Imaging},
  volume       = {4},
  number       = {7},
  pages        = {95},
  year         = {2018},
  url          = {https://doi.org/10.3390/jimaging4070095},
  doi          = {10.3390/JIMAGING4070095},
  timestamp    = {Thu, 13 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jimaging/LivierisKTP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/na/LivierisTP18,
  author       = {Ioannis E. Livieris and
                  Vassilis Tampakas and
                  Panayiotis E. Pintelas},
  title        = {A descent hybrid conjugate gradient method based on the memoryless
                  {BFGS} update},
  journal      = {Numer. Algorithms},
  volume       = {79},
  number       = {4},
  pages        = {1169--1185},
  year         = {2018},
  url          = {https://doi.org/10.1007/s11075-018-0479-1},
  doi          = {10.1007/S11075-018-0479-1},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/na/LivierisTP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsai/PintelasKLP18,
  author       = {Emmanuel G. Pintelas and
                  Theodore Kotsilieris and
                  Ioannis E. Livieris and
                  Panagiotis E. Pintelas},
  title        = {A review of machine learning prediction methods for anxiety disorders},
  booktitle    = {Proceedings of the 8th International Conference on Software Development
                  and Technologies for Enhancing Accessibility and Fighting Info-exclusion,
                  {DSAI} 2019, Thessaloniki, Greece, June 20-22, 2018},
  pages        = {8--15},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3218585.3218587},
  doi          = {10.1145/3218585.3218587},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsai/PintelasKLP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsai/LivierisDKP18,
  author       = {Ioannis E. Livieris and
                  Ioannis F. Dimopoulos and
                  Theodore Kotsilieris and
                  Panagiotis E. Pintelas},
  title        = {Predicting length of stay in hospitalized patients using {SSL} algorithms},
  booktitle    = {Proceedings of the 8th International Conference on Software Development
                  and Technologies for Enhancing Accessibility and Fighting Info-exclusion,
                  {DSAI} 2019, Thessaloniki, Greece, June 20-22, 2018},
  pages        = {16--22},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3218585.3218588},
  doi          = {10.1145/3218585.3218588},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsai/LivierisDKP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/techedu/LivierisTKMP18,
  author       = {Ioannis E. Livieris and
                  Vassilis Tampakas and
                  Niki Kiriakidou and
                  Tassos A. Mikropoulos and
                  Panagiotis E. Pintelas},
  editor       = {Meni Tsitouridou and
                  Jos{\'{e}} A. Diniz and
                  Tassos A. Mikropoulos},
  title        = {Forecasting Students' Performance Using an Ensemble {SSL} Algorithm},
  booktitle    = {Technology and Innovation in Learning, Teaching and Education - First
                  International Conference, {TECH-EDU} 2018, Thessaloniki, Greece, June
                  20-22, 2018, Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {993},
  pages        = {566--581},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-20954-4\_43},
  doi          = {10.1007/978-3-030-20954-4\_43},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/techedu/LivierisTKMP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/entcs/LivierisKP19,
  author       = {Ioannis E. Livieris and
                  Andreas Kanavos and
                  Panagiotis E. Pintelas},
  editor       = {Ioannis Chatzigiannakis and
                  Fariba Sadri and
                  Sten Hanke and
                  Markus Garschall and
                  Julia Himmelsbach and
                  Aris S. Lalos and
                  Helen C. Leligou and
                  Georgios Mylonas and
                  Katja Neureiter and
                  Antonio F. Skarmeta},
  title        = {Detecting Lung Abnormalities From X-rays Using an Improved {SSL} Algorithm},
  booktitle    = {1st Workshop on Behavioral Change and Ambient Intelligence for Sustainability,
                  BRAINS@AmI 2018, and 2nd Workshop on Affective Interaction with Avatars
                  and Robots, WS-AFFIN@AmI 2018, Larnaca, Cyprus, 2018},
  series       = {Electronic Notes in Theoretical Computer Science},
  volume       = {343},
  pages        = {19--33},
  publisher    = {Elsevier},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.entcs.2019.04.008},
  doi          = {10.1016/J.ENTCS.2019.04.008},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entcs/LivierisKP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/LivierisDKTP17,
  author       = {Ioannis E. Livieris and
                  Konstantina Drakopoulou and
                  Thodoris Kotsilieris and
                  Vassilis Tampakas and
                  Panagiotis E. Pintelas},
  editor       = {Giacomo Boracchi and
                  Lazaros S. Iliadis and
                  Chrisina Jayne and
                  Aristidis Likas},
  title        = {{DSS-PSP} - {A} Decision Support Software for Evaluating Students'
                  Performance},
  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        = {63--74},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-65172-9\_6},
  doi          = {10.1007/978-3-319-65172-9\_6},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eann/LivierisDKTP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pci/LivierisKTP17,
  author       = {Ioannis E. Livieris and
                  Stamatis Karlos and
                  Vassilis Tampakas and
                  Panagiotis E. Pintelas},
  editor       = {Vasileios Vlachos and
                  Ilias K. Savvas and
                  Cleo Sgouropoulou and
                  Vassilis P. Plagianakos and
                  Christos Douligeris and
                  Ioannis Voyiatzis and
                  Vassilis Tampakas and
                  George Soultis},
  title        = {A hybrid conjugate gradient method based on the self-scaled memoryless
                  {BFGS} update},
  booktitle    = {Proceedings of the 21st Pan-Hellenic Conference on Informatics, Larissa,
                  Greece, September 28-30, 2017},
  pages        = {21:1--21:5},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3139367.3139384},
  doi          = {10.1145/3139367.3139384},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pci/LivierisKTP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/LivierisP16,
  author       = {Ioannis E. Livieris and
                  Panagiotis E. Pintelas},
  title        = {A limited memory descent Perry conjugate gradient method},
  journal      = {Optim. Lett.},
  volume       = {10},
  number       = {8},
  pages        = {1725--1742},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11590-015-0979-z},
  doi          = {10.1007/S11590-015-0979-Z},
  timestamp    = {Fri, 03 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ol/LivierisP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/LivierisP15,
  author       = {Ioannis E. Livieris and
                  Panagiotis E. Pintelas},
  title        = {A new class of nonmonotone conjugate gradient training algorithms},
  journal      = {Appl. Math. Comput.},
  volume       = {266},
  pages        = {404--413},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.amc.2015.05.053},
  doi          = {10.1016/J.AMC.2015.05.053},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/amc/LivierisP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/LivierisP15,
  author       = {Ioannis E. Livieris and
                  Panagiotis E. Pintelas},
  title        = {A modified Perry conjugate gradient method and its global convergence},
  journal      = {Optim. Lett.},
  volume       = {9},
  number       = {5},
  pages        = {999--1015},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11590-014-0820-0},
  doi          = {10.1007/S11590-014-0820-0},
  timestamp    = {Fri, 03 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ol/LivierisP15.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}
}
@article{DBLP:journals/amc/LivierisP13,
  author       = {Ioannis E. Livieris and
                  Panayiotis E. Pintelas},
  title        = {A new conjugate gradient algorithm for training neural networks based
                  on a modified secant equation},
  journal      = {Appl. Math. Comput.},
  volume       = {221},
  pages        = {491--502},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.amc.2013.06.101},
  doi          = {10.1016/J.AMC.2013.06.101},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/amc/LivierisP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/LivierisP13,
  author       = {Ioannis E. Livieris and
                  Panayiotis E. Pintelas},
  title        = {A new class of spectral conjugate gradient methods based on a modified
                  secant equation for unconstrained optimization},
  journal      = {J. Comput. Appl. Math.},
  volume       = {239},
  pages        = {396--405},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.cam.2012.09.007},
  doi          = {10.1016/J.CAM.2012.09.007},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcam/LivierisP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/LivierisP12,
  author       = {Ioannis E. Livieris and
                  Panayiotis E. Pintelas},
  title        = {Globally convergent modified Perry's conjugate gradient method},
  journal      = {Appl. Math. Comput.},
  volume       = {218},
  number       = {18},
  pages        = {9197--9207},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.amc.2012.02.076},
  doi          = {10.1016/J.AMC.2012.02.076},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/amc/LivierisP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/LivierisP12,
  author       = {Ioannis E. Livieris and
                  Panayiotis E. Pintelas},
  title        = {An Improved spectral conjugate Gradient Neural Network Training Algorithm},
  journal      = {Int. J. Artif. Intell. Tools},
  volume       = {21},
  number       = {1},
  year         = {2012},
  url          = {https://doi.org/10.1142/S0218213011004757},
  doi          = {10.1142/S0218213011004757},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijait/LivierisP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcmse/KanellopoulosKP11,
  author       = {Dimitris Kanellopoulos and
                  Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {Intelligent Systems and Knowledge Management (Part {II)}},
  journal      = {J. Comput. Methods Sci. Eng.},
  volume       = {11},
  number       = {3},
  pages        = {89--90},
  year         = {2011},
  url          = {https://doi.org/10.3233/JCM-2011-0366},
  doi          = {10.3233/JCM-2011-0366},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcmse/KanellopoulosKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/ApostolopoulouSBP11,
  author       = {M. S. Apostolopoulou and
                  Dimitris G. Sotiropoulos and
                  C. A. Botsaris and
                  Panayiotis E. Pintelas},
  title        = {A practical method for solving large-scale {TRS}},
  journal      = {Optim. Lett.},
  volume       = {5},
  number       = {2},
  pages        = {207--227},
  year         = {2011},
  url          = {https://doi.org/10.1007/s11590-010-0201-2},
  doi          = {10.1007/S11590-010-0201-2},
  timestamp    = {Mon, 09 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ol/ApostolopoulouSBP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/KotsiantisP09,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {Selective costing ensemble for handling imbalanced data sets},
  journal      = {Int. J. Hybrid Intell. Syst.},
  volume       = {6},
  number       = {3},
  pages        = {123--133},
  year         = {2009},
  url          = {https://doi.org/10.3233/HIS-2009-0084},
  doi          = {10.3233/HIS-2009-0084},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijhis/KotsiantisP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pci/LivierisSP09,
  author       = {Ioannis E. Livieris and
                  Dimitris G. Sotiropoulos and
                  Panayiotis E. Pintelas},
  editor       = {Vassilios Chrissikopoulos and
                  Nikolaos Alexandris and
                  Christos Douligeris and
                  Spyros Sioutas},
  title        = {On Descent Spectral {CG} Algorithms for Training Recurrent Neural
                  Networks},
  booktitle    = {{PCI} 2009, 13th Panhellenic Conference on Informatics, 10-12 September
                  2009, Corfu, Greece},
  pages        = {65--69},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/PCI.2009.33},
  doi          = {10.1109/PCI.2009.33},
  timestamp    = {Mon, 09 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pci/LivierisSP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pci/LivierisASSP09,
  author       = {Ioannis E. Livieris and
                  M. S. Apostolopoulou and
                  Dimitris G. Sotiropoulos and
                  Spyros Sioutas and
                  Panayiotis E. Pintelas},
  editor       = {Vassilios Chrissikopoulos and
                  Nikolaos Alexandris and
                  Christos Douligeris and
                  Spyros Sioutas},
  title        = {Classification of Large Biomedical Data Using ANNs Based on {BFGS}
                  Method},
  booktitle    = {{PCI} 2009, 13th Panhellenic Conference on Informatics, 10-12 September
                  2009, Corfu, Greece},
  pages        = {87--91},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/PCI.2009.32},
  doi          = {10.1109/PCI.2009.32},
  timestamp    = {Mon, 09 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pci/LivierisASSP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/ApostolopoulouSP08,
  author       = {M. S. Apostolopoulou and
                  Dimitris G. Sotiropoulos and
                  Panayiotis E. Pintelas},
  title        = {Solving the quadratic trust-region subproblem in a low-memory {BFGS}
                  framework},
  journal      = {Optim. Methods Softw.},
  volume       = {23},
  number       = {5},
  pages        = {651--674},
  year         = {2008},
  url          = {https://doi.org/10.1080/10556780802413579},
  doi          = {10.1080/10556780802413579},
  timestamp    = {Mon, 09 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/oms/ApostolopoulouSP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisse/RodosthenousKP08,
  author       = {Christos T. Rodosthenous and
                  Achilles Kameas and
                  Panayiotis E. Pintelas},
  editor       = {Magued Iskander and
                  Vikram Kapila and
                  Mohammad A. Karim},
  title        = {Diplek: an open educational Platform that supports the composition
                  of learning, management and communication services},
  booktitle    = {Technological Developments in Education and Automation, proceedings
                  of the 2008 International Conference on Engineering Education, Instructional
                  Technology, Assessment, and E-learning {(EIAE} 08) and International
                  Conference on Industrial Electronics, Technology {\&} Automation
                  {(IETA} 08), part of the International Joint Conferences on Computer,
                  Information, and Systems Sciences, and Engineering, {CISSE} 2008,
                  Bridgeport, Connecticut, {USA}},
  pages        = {321--326},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-90-481-3656-8\_59},
  doi          = {10.1007/978-90-481-3656-8\_59},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cisse/RodosthenousKP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/AnyfantisKKP07,
  author       = {D. Anyfantis and
                  M. Karagiannopoulos and
                  Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  editor       = {Christos Boukis and
                  Aristodemos Pnevmatikakis and
                  Lazaros Polymenakos},
  title        = {Robustness of learning techniques in handling class noise in imbalanced
                  datasets},
  booktitle    = {Artificial Intelligence and Innovations 2007: from Theory to Applications,
                  Proceedings of the 4th {IFIP} International Conference on Artificial
                  Intelligence Applications and Innovations {(AIAI} 2007), 19-21 September
                  2007, Peania, Athens, Greece},
  series       = {{IFIP}},
  volume       = {247},
  pages        = {21--28},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-0-387-74161-1\_3},
  doi          = {10.1007/978-0-387-74161-1\_3},
  timestamp    = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/AnyfantisKKP07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/KaragiannopoulosAKP07,
  author       = {M. Karagiannopoulos and
                  D. Anyfantis and
                  Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  editor       = {Christos Boukis and
                  Aristodemos Pnevmatikakis and
                  Lazaros Polymenakos},
  title        = {A Wrapper for Reweighting Training Instances for Handling Imbalanced
                  Data Sets},
  booktitle    = {Artificial Intelligence and Innovations 2007: from Theory to Applications,
                  Proceedings of the 4th {IFIP} International Conference on Artificial
                  Intelligence Applications and Innovations {(AIAI} 2007), 19-21 September
                  2007, Peania, Athens, Greece},
  series       = {{IFIP}},
  volume       = {247},
  pages        = {29--36},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-0-387-74161-1\_4},
  doi          = {10.1007/978-0-387-74161-1\_4},
  timestamp    = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/KaragiannopoulosAKP07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/KotsiantisZP06,
  author       = {Sotiris B. Kotsiantis and
                  Ioannis D. Zaharakis and
                  Panayiotis E. Pintelas},
  title        = {Machine learning: a review of classification and combining techniques},
  journal      = {Artif. Intell. Rev.},
  volume       = {26},
  number       = {3},
  pages        = {159--190},
  year         = {2006},
  url          = {https://doi.org/10.1007/s10462-007-9052-3},
  doi          = {10.1007/S10462-007-9052-3},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/air/KotsiantisZP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcp/KotsiantisKP06,
  author       = {Sotiris B. Kotsiantis and
                  Dimitris Kanellopoulos and
                  Panayiotis E. Pintelas},
  title        = {Local Boosting of Decision Stumps for Regression and Classification
                  Problems},
  journal      = {J. Comput.},
  volume       = {1},
  number       = {4},
  pages        = {30--37},
  year         = {2006},
  url          = {http://www.jcomputers.us/index.php?m=content\&\#38;c=index\&\#38;a=show\&\#38;catid=91\&\#38;id=1180},
  doi          = {10.4304/JCP.1.4.30-37},
  timestamp    = {Thu, 25 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcp/KotsiantisKP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iastedSE/KanellopoulosKP06,
  author       = {Dimitris Kanellopoulos and
                  Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  editor       = {Peter Kokol},
  title        = {Ontology-based Learning Applications: {A} Development Methodology},
  booktitle    = {Proceedings of the {IASTED} International Conference on Software Engineering,
                  February 14-16, 2006, Innsbruck, Austria},
  pages        = {27--32},
  publisher    = {{IASTED/ACTA} Press},
  year         = {2006},
  timestamp    = {Wed, 08 Nov 2006 11:18:50 +0100},
  biburl       = {https://dblp.org/rec/conf/iastedSE/KanellopoulosKP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/KotsiantisKP06,
  author       = {Sotiris B. Kotsiantis and
                  Dimitris Kanellopoulos and
                  Panayiotis E. Pintelas},
  editor       = {Grigoris Antoniou and
                  George Potamias and
                  Costas Spyropoulos and
                  Dimitris Plexousakis},
  title        = {Local Additive Regression of Decision Stumps},
  booktitle    = {Advances in Artificial Intelligence, 4th Helenic Conference on AI,
                  {SETN} 2006, Heraklion, Crete, Greece, May 18-20, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3955},
  pages        = {148--157},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11752912\_17},
  doi          = {10.1007/11752912\_17},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/setn/KotsiantisKP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/KotsiantisP05,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {Logitboost of Simple Bayesian Classifier},
  journal      = {Informatica (Slovenia)},
  volume       = {29},
  number       = {1},
  pages        = {53--60},
  year         = {2005},
  url          = {http://www.informatica.si/index.php/informatica/article/view/17},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/informaticaSI/KotsiantisP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kes/KotsiantisP05,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {Local voting of weak classifiers},
  journal      = {Int. J. Knowl. Based Intell. Eng. Syst.},
  volume       = {9},
  number       = {3},
  pages        = {239--248},
  year         = {2005},
  url          = {https://doi.org/10.3233/KES-2005-9308},
  doi          = {10.3233/KES-2005-9308},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kes/KotsiantisP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/KotsiantisP05,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {Predicting Students' Marks in Hellenic Open University},
  booktitle    = {Proceedings of the 5th {IEEE} International Conference on Advanced
                  Learning Technologies, {ICALT} 2005, Kaohsiung, Taiwan, July 5-8,
                  2005},
  pages        = {664--668},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICALT.2005.223},
  doi          = {10.1109/ICALT.2005.223},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icalt/KotsiantisP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/KotsiantisTP05,
  author       = {Sotiris B. Kotsiantis and
                  George E. Tsekouras and
                  Panayiotis E. Pintelas},
  editor       = {Moonis Ali and
                  Floriana Esposito},
  title        = {Local Bagging of Decision Stumps},
  booktitle    = {Innovations in Applied Artificial Intelligence, 18th International
                  Conference on Industrial and Engineering Applications of Artificial
                  Intelligence and Expert Systems, {IEA/AIE} 2005, Bari, Italy, June
                  22-24, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3533},
  pages        = {406--411},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11504894\_57},
  doi          = {10.1007/11504894\_57},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/ieaaie/KotsiantisTP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/TsekourasPKKP05,
  author       = {George E. Tsekouras and
                  Dimitris Papageorgiou and
                  Sotiris B. Kotsiantis and
                  Christos Kalloniatis and
                  Panayiotis E. Pintelas},
  editor       = {Moonis Ali and
                  Floriana Esposito},
  title        = {A Fuzzy Logic-Based Approach for Detecting Shifting Patterns in Cross-Cultural
                  Data},
  booktitle    = {Innovations in Applied Artificial Intelligence, 18th International
                  Conference on Industrial and Engineering Applications of Artificial
                  Intelligence and Expert Systems, {IEA/AIE} 2005, Bari, Italy, June
                  22-24, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3533},
  pages        = {705--708},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11504894\_97},
  doi          = {10.1007/11504894\_97},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieaaie/TsekourasPKKP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KotsiantisTRP05,
  author       = {Sotiris B. Kotsiantis and
                  George E. Tsekouras and
                  C. Raptis and
                  Panayiotis E. Pintelas},
  editor       = {Petra Perner and
                  Atsushi Imiya},
  title        = {Modeling the Organoleptic Properties of Matured Wine Distillates},
  booktitle    = {Machine Learning and Data Mining in Pattern Recognition, 4th International
                  Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3587},
  pages        = {667--673},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11510888\_66},
  doi          = {10.1007/11510888\_66},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/mldm/KotsiantisTRP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KotsiantisTP05,
  author       = {Sotiris B. Kotsiantis and
                  George E. Tsekouras and
                  Panayiotis E. Pintelas},
  editor       = {Petra Perner and
                  Atsushi Imiya},
  title        = {Bagging Random Trees for Estimation of Tissue Softness},
  booktitle    = {Machine Learning and Data Mining in Pattern Recognition, 4th International
                  Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3587},
  pages        = {674--681},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11510888\_67},
  doi          = {10.1007/11510888\_67},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mldm/KotsiantisTP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pci/KotsiantisTP05,
  author       = {Sotiris B. Kotsiantis and
                  George E. Tsekouras and
                  Panayiotis E. Pintelas},
  editor       = {Panayiotis Bozanis and
                  Elias N. Houstis},
  title        = {Bagging Model Trees for Classification Problems},
  booktitle    = {Advances in Informatics, 10th Panhellenic Conference on Informatics,
                  {PCI} 2005, Volos, Greece, November 11-13, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3746},
  pages        = {328--337},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11573036\_31},
  doi          = {10.1007/11573036\_31},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pci/KotsiantisTP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/KotsiantisPP04,
  author       = {Sotiris B. Kotsiantis and
                  Christos Pierrakeas and
                  Panayiotis E. Pintelas},
  title        = {Predicting Students' Performance In Distance Learning Using Machine
                  Learning Techniques},
  journal      = {Appl. Artif. Intell.},
  volume       = {18},
  number       = {5},
  pages        = {411--426},
  year         = {2004},
  url          = {https://doi.org/10.1080/08839510490442058},
  doi          = {10.1080/08839510490442058},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aai/KotsiantisPP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itse/KotsiantisP04,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {A decision support prototype tool for predicting student performance
                  in an {ODL} environment},
  journal      = {Interact. Technol. Smart Educ.},
  volume       = {1},
  number       = {4},
  pages        = {253--264},
  year         = {2004},
  url          = {https://doi.org/10.1108/17415650480000027},
  doi          = {10.1108/17415650480000027},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/itse/KotsiantisP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aimsa/KotsiantisP04,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  editor       = {Christoph Bussler and
                  Dieter Fensel},
  title        = {Bagged Voting Ensembles},
  booktitle    = {Artificial Intelligence: Methodology, Systems, and Applications, 11th
                  International Conference, {AIMSA} 2004, Varna, Bulgaria, September
                  2-4, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3192},
  pages        = {168--177},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30106-6\_17},
  doi          = {10.1007/978-3-540-30106-6\_17},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/aimsa/KotsiantisP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aimsa/KotsiantisP04a,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  editor       = {Christoph Bussler and
                  Dieter Fensel},
  title        = {Increasing the Classification Accuracy of Simple Bayesian Classifier},
  booktitle    = {Artificial Intelligence: Methodology, Systems, and Applications, 11th
                  International Conference, {AIMSA} 2004, Varna, Bulgaria, September
                  2-4, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3192},
  pages        = {198--207},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30106-6\_20},
  doi          = {10.1007/978-3-540-30106-6\_20},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aimsa/KotsiantisP04a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aimsa/TriantisP04,
  author       = {Tasos Triantis and
                  Panayiotis E. Pintelas},
  editor       = {Christoph Bussler and
                  Dieter Fensel},
  title        = {An Integrated Environment for Building Distributed Multi-agent Educational
                  Applications},
  booktitle    = {Artificial Intelligence: Methodology, Systems, and Applications, 11th
                  International Conference, {AIMSA} 2004, Varna, Bulgaria, September
                  2-4, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3192},
  pages        = {351--360},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30106-6\_36},
  doi          = {10.1007/978-3-540-30106-6\_36},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aimsa/TriantisP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/TriantisP04,
  author       = {Anastasios Triantis and
                  Panayiotis E. Pintelas},
  editor       = {Kinshuk and
                  Chee{-}Kit Looi and
                  Erkki Sutinen and
                  Demetrios G. Sampson and
                  Ignacio Aedo and
                  Lorna Uden and
                  Esko K{\"{a}}hk{\"{o}}nen},
  title        = {A Mobile Multi Agent Architecture for Web Based Learning},
  booktitle    = {Proceedings of the {IEEE} International Conference on Advanced Learning
                  Technologies, {ICALT} 2004, Joensuu, Finland, August 30 - September
                  1, 2004},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICALT.2004.1357373},
  doi          = {10.1109/ICALT.2004.1357373},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icalt/TriantisP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/KotsiantisP04,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  title        = {A Hybrid Decision Support Tool - Using Ensemble of Classifiers},
  booktitle    = {{ICEIS} 2004, Proceedings of the 6th International Conference on Enterprise
                  Information Systems, Porto, Portugal, April 14-17, 2004},
  pages        = {448--456},
  year         = {2004},
  timestamp    = {Thu, 02 Feb 2017 12:56:49 +0100},
  biburl       = {https://dblp.org/rec/conf/iceis/KotsiantisP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijit/BeligiannisTP04,
  author       = {Grigorios N. Beligiannis and
                  Georgios A. Tsirogiannis and
                  Panayiotis E. Pintelas},
  editor       = {Ali Okatan},
  title        = {"Intuition" Operator: Providing Genomes with Reason},
  booktitle    = {International Conference on Computational Intelligence, {ICCI} 2004,
                  December 17-19, 2004, Istanbul, Turkey, Proceedings},
  pages        = {65--68},
  publisher    = {International Computational Intelligence Society},
  year         = {2004},
  timestamp    = {Wed, 02 Feb 2005 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijit/BeligiannisTP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijit/TsekourasPKKP04,
  author       = {George E. Tsekouras and
                  Dimitris Papageorgiou and
                  Sotiris B. Kotsiantis and
                  Christos Kalloniatis and
                  Panayiotis E. Pintelas},
  editor       = {Ali Okatan},
  title        = {Fuzzy Clustering of Categorical Attributes and its Use in Analyzing
                  Cultural Data},
  booktitle    = {International Conference on Computational Intelligence, {ICCI} 2004,
                  December 17-19, 2004, Istanbul, Turkey, Proceedings},
  pages        = {202--206},
  publisher    = {International Computational Intelligence Society},
  year         = {2004},
  timestamp    = {Wed, 02 Feb 2005 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijit/TsekourasPKKP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijit/BeligiannisTP04a,
  author       = {Grigorios N. Beligiannis and
                  Georgios A. Tsirogiannis and
                  Panayiotis E. Pintelas},
  editor       = {Ali Okatan},
  title        = {Restartings: {A} Technique to Improve Classic Genetic Algorithms'
                  Performance},
  booktitle    = {International Conference on Computational Intelligence, {ICCI} 2004,
                  December 17-19, 2004, Istanbul, Turkey, Proceedings},
  pages        = {404--407},
  publisher    = {International Computational Intelligence Society},
  year         = {2004},
  timestamp    = {Wed, 02 Feb 2005 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijit/BeligiannisTP04a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pris/KotsiantisP04,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  editor       = {Ana L. N. Fred},
  title        = {An Online Ensemble of Classifiers},
  booktitle    = {Pattern Recognition in Information Systems, Proceedings of the 4th
                  International Workshop on Pattern Recognition in Information Systems,
                  {PRIS} 2004, In conjunction with {ICEIS} 2004, Porto, Portugal, April
                  2004},
  pages        = {59--68},
  publisher    = {{INSTICC} Press},
  year         = {2004},
  timestamp    = {Tue, 24 Aug 2004 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pris/KotsiantisP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/KotsiantisP04,
  author       = {Sotiris B. Kotsiantis and
                  Panayiotis E. Pintelas},
  editor       = {George A. Vouros and
                  Themis Panayiotopoulos},
  title        = {A Cost Sensitive Technique for Ordinal Classification Problems},
  booktitle    = {Methods and Applications of Artificial Intelligence, Third Helenic
                  Conference on AI, {SETN} 2004, Samos, Greece, May 5-8, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3025},
  pages        = {220--229},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24674-9\_24},
  doi          = {10.1007/978-3-540-24674-9\_24},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/setn/KotsiantisP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/KotsiantisPP03,
  author       = {Sotiris B. Kotsiantis and
                  Christos Pierrakeas and
                  Panayiotis E. Pintelas},
  editor       = {Vasile Palade and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Preventing Student Dropout in Distance Learning Using Machine Learning
                  Techniques},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 7th
                  International Conference, {KES} 2003, Oxford, UK, September 3-5, 2003,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {2774},
  pages        = {267--274},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-45226-3\_37},
  doi          = {10.1007/978-3-540-45226-3\_37},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/KotsiantisPP03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/XenosPP02,
  author       = {Michalis Nik Xenos and
                  Christos Pierrakeas and
                  Panayiotis E. Pintelas},
  title        = {A survey on student dropout rates and dropout causes concerning the
                  students in the Course of Informatics of the Hellenic Open University},
  journal      = {Comput. Educ.},
  volume       = {39},
  number       = {4},
  pages        = {361--377},
  year         = {2002},
  url          = {https://doi.org/10.1016/S0360-1315(02)00072-6},
  doi          = {10.1016/S0360-1315(02)00072-6},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ce/XenosPP02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eait/DiplasP00,
  author       = {Costas N. Diplas and
                  Panayiotis E. Pintelas},
  title        = {Design of Interactivity in Virtual Reality Applications with Emphasis
                  on Educational Software Using Formal Interaction Specification},
  journal      = {Educ. Inf. Technol.},
  volume       = {5},
  number       = {4},
  pages        = {291--304},
  year         = {2000},
  url          = {https://doi.org/10.1023/A\%3A1012053507785},
  doi          = {10.1023/A\%3A1012053507785},
  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eait/DiplasP00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eait/KameasPMKE00,
  author       = {Achilles D. Kameas and
                  Panayiotis E. Pintelas and
                  Tassos A. Mikropoulos and
                  Apostolos Katsikis and
                  Anastassios Emvalotis},
  title        = {{EIKON:} Teaching a high-school technology course with the aid of
                  virtual reality},
  journal      = {Educ. Inf. Technol.},
  volume       = {5},
  number       = {4},
  pages        = {305--315},
  year         = {2000},
  url          = {https://doi.org/10.1023/A\%3A1012005624624},
  doi          = {10.1023/A\%3A1012005624624},
  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eait/KameasPMKE00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/GerogiannisKP98,
  author       = {Vassilis C. Gerogiannis and
                  Achilles Kameas and
                  Panayiotis E. Pintelas},
  title        = {Comparative study and categorization of high-level petri nets},
  journal      = {J. Syst. Softw.},
  volume       = {43},
  number       = {2},
  pages        = {133--160},
  year         = {1998},
  url          = {https://doi.org/10.1016/S0164-1212(98)10028-6},
  doi          = {10.1016/S0164-1212(98)10028-6},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jss/GerogiannisKP98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/creativity/ZaharakisKP97,
  author       = {Ioannis D. Zaharakis and
                  Achilles D. Kameas and
                  Panayiotis E. Pintelas},
  title        = {A hybrid expert system as an embedded module in tutoring systems},
  journal      = {Digit. Creativity},
  volume       = {8},
  number       = {2},
  pages        = {47--58},
  year         = {1997},
  url          = {https://doi.org/10.1080/09579139708567075},
  doi          = {10.1080/09579139708567075},
  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/creativity/ZaharakisKP97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/KameasP97,
  author       = {Achilles Kameas and
                  Panayiotis E. Pintelas},
  title        = {The Functional Architecture and Interaction Model of a GENerator of
                  Intelligent TutORing Applications},
  journal      = {J. Syst. Softw.},
  volume       = {36},
  number       = {3},
  pages        = {233--245},
  year         = {1997},
  url          = {https://doi.org/10.1016/0164-1212(95)00099-2},
  doi          = {10.1016/0164-1212(95)00099-2},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jss/KameasP97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsvis/DiplasKP97,
  author       = {Costas N. Diplas and
                  Achilles Kameas and
                  Panayiotis E. Pintelas},
  editor       = {Michael D. Harrison and
                  Juan Carlos Torres},
  title        = {The interactive specification workspace: Specifying and designing
                  the interaction issues of virtual reality training environments from
                  within},
  booktitle    = {Design, Specification and Verification of Interactive Systems'97,
                  Proceedings of the Fourth International Eurographics Workshop, June
                  4-6, 1997, Granada, Spain},
  series       = {Eurographics},
  pages        = {241--256},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/978-3-7091-6878-3\_16},
  doi          = {10.1007/978-3-7091-6878-3\_16},
  timestamp    = {Fri, 21 Jun 2019 13:08:59 +0200},
  biburl       = {https://dblp.org/rec/conf/dsvis/DiplasKP97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iee/FitsilisKP96,
  author       = {Panos Fitsilis and
                  Achilles Kameas and
                  Panayiotis E. Pintelas},
  title        = {{ORIENTMAN:} an intelligent tutor for the {ORIENT} software development
                  methodology},
  journal      = {Softw. Eng. J.},
  volume       = {11},
  number       = {4},
  pages        = {206--214},
  year         = {1996},
  url          = {https://doi.org/10.1049/sej.1996.0026},
  doi          = {10.1049/SEJ.1996.0026},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iee/FitsilisKP96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/ZaharakisKP94,
  author       = {Ioannis D. Zaharakis and
                  Achilles D. Kameas and
                  Panayiotis E. Pintelas},
  title        = {MeT: The expert methodology tutor of {GENITOR}},
  journal      = {Microprocess. Microprogramming},
  volume       = {40},
  number       = {10-12},
  pages        = {855--860},
  year         = {1994},
  url          = {https://doi.org/10.1016/0165-6074(94)90055-8},
  doi          = {10.1016/0165-6074(94)90055-8},
  timestamp    = {Tue, 19 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsa/ZaharakisKP94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/KameasPPP93,
  author       = {Achilles Kameas and
                  Stergios Papadimitriou and
                  Panayiotis E. Pintelas and
                  Georgios Pavlides},
  title        = {{IDFG:} An interactive applications specification model with phenomenological
                  properties},
  journal      = {Microprocess. Microprogramming},
  volume       = {38},
  number       = {1-5},
  pages        = {615--623},
  year         = {1993},
  url          = {https://doi.org/10.1016/0165-6074(93)90202-V},
  doi          = {10.1016/0165-6074(93)90202-V},
  timestamp    = {Tue, 19 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsa/KameasPPP93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/KameasPP93,
  author       = {Achilles Kameas and
                  Stergios Papadimitriou and
                  Panayiotis E. Pintelas},
  title        = {Modeling and design of the multimedia subsystem of a distributed authoring
                  environment},
  journal      = {Microprocess. Microprogramming},
  volume       = {38},
  number       = {1-5},
  pages        = {669--678},
  year         = {1993},
  url          = {https://doi.org/10.1016/0165-6074(93)90209-4},
  doi          = {10.1016/0165-6074(93)90209-4},
  timestamp    = {Tue, 19 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsa/KameasPP93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/VentourisP92,
  author       = {K. P. Ventouris and
                  Panayiotis E. Pintelas},
  title        = {A practical assessment of formal specification approaches for data
                  abstractions},
  journal      = {J. Syst. Softw.},
  volume       = {17},
  number       = {2},
  pages        = {169--188},
  year         = {1992},
  url          = {https://doi.org/10.1016/0164-1212(92)90094-Z},
  doi          = {10.1016/0164-1212(92)90094-Z},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jss/VentourisP92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/PintelasT91,
  author       = {Panayiotis E. Pintelas and
                  Spyros Tragoudas},
  title        = {A comparative study of five language independent programming environments},
  journal      = {J. Syst. Softw.},
  volume       = {14},
  number       = {1},
  pages        = {3--15},
  year         = {1991},
  url          = {https://doi.org/10.1016/0164-1212(91)90084-J},
  doi          = {10.1016/0164-1212(91)90084-J},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jss/PintelasT91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/ComarP90,
  author       = {Cyrille Comar and
                  Panayiotis E. Pintelas},
  title        = {An environment for teaching "program design" by exercises},
  journal      = {Microprocessing and Microprogramming},
  volume       = {28},
  number       = {1-5},
  pages        = {259--264},
  year         = {1990},
  url          = {https://doi.org/10.1016/0165-6074(90)90185-C},
  doi          = {10.1016/0165-6074(90)90185-C},
  timestamp    = {Fri, 12 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsa/ComarP90.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/PintelasK89,
  author       = {Panayiotis E. Pintelas and
                  Vasilios Kallistros},
  title        = {An overview of some software design languages},
  journal      = {J. Syst. Softw.},
  volume       = {10},
  number       = {2},
  pages        = {125--138},
  year         = {1989},
  url          = {https://doi.org/10.1016/0164-1212(89)90024-1},
  doi          = {10.1016/0164-1212(89)90024-1},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jss/PintelasK89.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigplan/PintelasVP89,
  author       = {Panayiotis E. Pintelas and
                  K. P. Ventouris and
                  M. D. Papassimakopoulou},
  title        = {A translator from Small Euclid to Pascal},
  journal      = {{ACM} {SIGPLAN} Notices},
  volume       = {24},
  number       = {5},
  pages        = {93--101},
  year         = {1989},
  url          = {https://doi.org/10.1145/66068.66078},
  doi          = {10.1145/66068.66078},
  timestamp    = {Tue, 26 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigplan/PintelasVP89.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/PapazoglouP88,
  author       = {Mike P. Papazoglou and
                  Panayiotis E. Pintelas},
  title        = {A versatile Kernel proposal for a multimicroprocessor system environment},
  journal      = {Microprocess. Microprogramming},
  volume       = {22},
  number       = {1},
  pages        = {11--21},
  year         = {1988},
  url          = {https://doi.org/10.1016/0165-6074(88)90003-8},
  doi          = {10.1016/0165-6074(88)90003-8},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsa/PapazoglouP88.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/GarsideP80,
  author       = {G. R. Garside and
                  Panayiotis E. Pintelas},
  title        = {An {ALGOL} 68 Package for Implementing Graph Algorithms},
  journal      = {Comput. J.},
  volume       = {23},
  number       = {3},
  pages        = {237--242},
  year         = {1980},
  url          = {https://doi.org/10.1093/comjnl/23.3.237},
  doi          = {10.1093/COMJNL/23.3.237},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cj/GarsideP80.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Pintelas76,
  author       = {Panayiotis E. Pintelas},
  title        = {An Algol 68R Package for Handling Sets and graphs},
  school       = {University of Bradford, {UK}},
  year         = {1976},
  url          = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.469042},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ethos/Pintelas76.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}