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ORCIDBibTeX records: Andreas Stafylopatis
@article{DBLP:journals/algorithms/IoannouAS23,
author = {George Ioannou and
Georgios Alexandridis and
Andreas Stafylopatis},
title = {Online Batch Selection for Enhanced Generalization in Imbalanced Datasets},
journal = {Algorithms},
volume = {16},
number = {2},
pages = {65},
year = {2023},
url = {https://doi.org/10.3390/a16020065},
doi = {10.3390/A16020065},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithms/IoannouAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/IoannouTS23,
author = {George Ioannou and
Thanos Tagaris and
Andreas Stafylopatis},
title = {AdaLip: An Adaptive Learning Rate Method per Layer for Stochastic
Optimization},
journal = {Neural Process. Lett.},
volume = {55},
number = {5},
pages = {6311--6338},
year = {2023},
url = {https://doi.org/10.1007/s11063-022-11140-w},
doi = {10.1007/S11063-022-11140-W},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/IoannouTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ValiAS23,
author = {Eleanna Vali and
Georgios Alexandridis and
Andreas Stafylopatis},
title = {Adversarial Attacks {\&} Detection on a Deep Learning-Based Digital
Pathology Model},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} 2023 - Workshops, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSPW59220.2023.10193555},
doi = {10.1109/ICASSPW59220.2023.10193555},
timestamp = {Mon, 07 Aug 2023 15:56:26 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ValiAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/IoannouS23,
author = {George Ioannou and
Andreas Stafylopatis},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {The Issue of Baselines in Explainability Methods},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {958--965},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00127},
doi = {10.1109/ICDMW60847.2023.00127},
timestamp = {Tue, 13 Feb 2024 13:22:54 +0100},
biburl = {https://dblp.org/rec/conf/icdm/IoannouS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/PanteraSVCGITAS22,
author = {Laurent Pantera and
Petr Stul{\'{\i}}k and
Antoni Vidal{-}Ferr{\`{a}}ndiz and
Amanda Carre{\~{n}}o and
Dami{\'{a}}n Ginestar and
George Ioannou and
Thanos Tasakos and
Georgios Alexandridis and
Andreas Stafylopatis},
title = {Localizing Perturbations in Pressurized Water Reactors Using One-Dimensional
Deep Convolutional Neural Networks},
journal = {Sensors},
volume = {22},
number = {1},
pages = {113},
year = {2022},
url = {https://doi.org/10.3390/s22010113},
doi = {10.3390/S22010113},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/PanteraSVCGITAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fdg/PapagiannisAS22,
author = {Tasos Papagiannis and
Georgios Alexandridis and
Andreas Stafylopatis},
editor = {Kostas Karpouzis and
Stefano Gualeni and
Johanna Pirker and
Allan Fowler},
title = {State similarity based Rapid Action Value Estimation for general game
playing {MCTS} agents},
booktitle = {{FDG} '22: Proceedings of the 17th International Conference on the
Foundations of Digital Games, FDG22, Athens, Greece, September 5-8,
2022},
pages = {59:1--59:4},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3555858.3555914},
doi = {10.1145/3555858.3555914},
timestamp = {Wed, 07 Dec 2022 23:09:55 +0100},
biburl = {https://dblp.org/rec/conf/fdg/PapagiannisAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coling/KourisAS21,
author = {Panagiotis Kouris and
Georgios Alexandridis and
Andreas Stafylopatis},
title = {Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models
Using Word Sense Disambiguation and Semantic Content Generalization},
journal = {Comput. Linguistics},
volume = {47},
number = {4},
pages = {813--859},
year = {2021},
url = {https://doi.org/10.1162/coli\_a\_00417},
doi = {10.1162/COLI\_A\_00417},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coling/KourisAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/StratogiannisKA21,
author = {Georgios Stratogiannis and
Panagiotis Kouris and
Georgios Alexandridis and
Georgios Siolas and
Giorgos Stamou and
Andreas Stafylopatis},
title = {Semantic enrichment of documents: a classification perspective for
ontology-based imbalanced semantic descriptions},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {11},
pages = {3001--3039},
year = {2021},
url = {https://doi.org/10.1007/s10115-021-01615-y},
doi = {10.1007/S10115-021-01615-Y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/StratogiannisKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mt/KoulierakisSEFS21,
author = {Ioannis Koulierakis and
Georgios Siolas and
Eleni Efthimiou and
Stavroula{-}Evita Fotinea and
Andreas{-}Georgios Stafylopatis},
title = {Sign boundary and hand articulation feature recognition in Sign Language
videos},
journal = {Mach. Transl.},
volume = {35},
number = {3},
pages = {323--343},
year = {2021},
url = {https://doi.org/10.1007/s10590-021-09271-3},
doi = {10.1007/S10590-021-09271-3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mt/KoulierakisSEFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/IoannouPTAS21,
author = {George Ioannou and
Tasos Papagiannis and
Thanos Tagaris and
Georgios Alexandridis and
Andreas Stafylopatis},
title = {Visual interpretability analysis of Deep CNNs using an Adaptive Threshold
method on Diabetic Retinopathy images},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021},
pages = {480--486},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00058},
doi = {10.1109/ICCVW54120.2021.00058},
timestamp = {Fri, 03 Dec 2021 17:37:22 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/IoannouPTAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04372,
author = {Rolandos Alexandros Potamias and
Georgios Siolas and
Andreas{-}Georgios Stafylopatis},
title = {A Robust Deep Ensemble Classifier for Figurative Language Detection},
journal = {CoRR},
volume = {abs/2107.04372},
year = {2021},
url = {https://arxiv.org/abs/2107.04372},
eprinttype = {arXiv},
eprint = {2107.04372},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/KourisVAS20,
author = {Panagiotis Kouris and
Iraklis Varlamis and
Georgios Alexandridis and
Andreas Stafylopatis},
title = {A versatile package recommendation framework aiming at preference
score maximization},
journal = {Evol. Syst.},
volume = {11},
number = {3},
pages = {423--441},
year = {2020},
url = {https://doi.org/10.1007/s12530-018-9231-2},
doi = {10.1007/S12530-018-9231-2},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evs/KourisVAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/PolydouriVSS20,
author = {Andrianna Polydouri and
Eleni Vathi and
Georgios Siolas and
Andreas Stafylopatis},
title = {An efficient classification approach in imbalanced datasets for intrinsic
plagiarism detection},
journal = {Evol. Syst.},
volume = {11},
number = {3},
pages = {503--515},
year = {2020},
url = {https://doi.org/10.1007/s12530-018-9232-1},
doi = {10.1007/S12530-018-9232-1},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evs/PolydouriVSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/PotamiasSS20,
author = {Rolandos Alexandros Potamias and
Georgios Siolas and
Andreas{-}Georgios Stafylopatis},
title = {A transformer-based approach to irony and sarcasm detection},
journal = {Neural Comput. Appl.},
volume = {32},
number = {23},
pages = {17309--17320},
year = {2020},
url = {https://doi.org/10.1007/s00521-020-05102-3},
doi = {10.1007/S00521-020-05102-3},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/PotamiasSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PapagiannisAS20,
author = {Tasos Papagiannis and
Georgios Alexandridis and
Andreas Stafylopatis},
editor = {M. Arif Wani and
Feng Luo and
Xiaolin Andy Li and
Dejing Dou and
Francesco Bonchi},
title = {Applying Gradient Boosting Trees and Stochastic Leaf Evaluation to
{MCTS} on Hearthstone},
booktitle = {19th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2020, Miami, FL, USA, December 14-17, 2020},
pages = {157--162},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICMLA51294.2020.00034},
doi = {10.1109/ICMLA51294.2020.00034},
timestamp = {Wed, 03 Mar 2021 09:17:25 +0100},
biburl = {https://dblp.org/rec/conf/icmla/PapagiannisAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00130,
author = {Thanos Tagaris and
Andreas Stafylopatis},
title = {Hide-and-Seek: {A} Template for Explainable {AI}},
journal = {CoRR},
volume = {abs/2005.00130},
year = {2020},
url = {https://arxiv.org/abs/2005.00130},
eprinttype = {arXiv},
eprint = {2005.00130},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KourisAS19,
author = {Panagiotis Kouris and
Georgios Alexandridis and
Andreas Stafylopatis},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Abstractive Text Summarization Based on Deep Learning and Semantic
Content Generalization},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {5082--5092},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1501},
doi = {10.18653/V1/P19-1501},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KourisAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/PotamiasSS19,
author = {Rolandos Alexandros Potamias and
Georgios Siolas and
Andreas Stafylopatis},
editor = {John MacIntyre and
Lazaros S. Iliadis and
Ilias Maglogiannis and
Chrisina Jayne},
title = {A Robust Deep Ensemble Classifier for Figurative Language Detection},
booktitle = {Engineering Applications of Neural Networks - 20th International Conference,
{EANN} 2019, Hersonissos, Crete, Greece, May 24-26, 2019, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1000},
pages = {164--175},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20257-6\_14},
doi = {10.1007/978-3-030-20257-6\_14},
timestamp = {Fri, 28 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/PotamiasSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/PapagiannisAS19,
author = {Tasos Papagiannis and
Georgios Alexandridis and
Andreas Stafylopatis},
editor = {Paul Kaufmann and
Pedro A. Castillo},
title = {{GAMER:} {A} Genetic Algorithm with Motion Encoding Reuse for Action-Adventure
Video Games},
booktitle = {Applications of Evolutionary Computation - 22nd International Conference,
EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany,
April 24-26, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11454},
pages = {156--171},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16692-2\_11},
doi = {10.1007/978-3-030-16692-2\_11},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/evoW/PapagiannisAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaai/IoannouTS19,
author = {George Ioannou and
Thanos Tagaris and
Andreas Stafylopatis},
title = {Improving the Convergence Speed of Deep Neural Networks with Biased
Sampling},
booktitle = {The 3rd International Conference on Advances in Artificial Intelligence,
{ICAAI} 2019, Istanbul, Turkey, October 26-28, 2019},
pages = {35--41},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3369114.3369116},
doi = {10.1145/3369114.3369116},
timestamp = {Thu, 23 Jan 2020 16:47:32 +0100},
biburl = {https://dblp.org/rec/conf/icaai/IoannouTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaai/TagarisISAS19,
author = {Thanos Tagaris and
George Ioannou and
Maria Sdraka and
Georgios Alexandridis and
Andreas Stafylopatis},
title = {Putting Together Wavelet-based Scaleograms and Convolutional Neural
Networks for Anomaly Detection in Nuclear Reactors},
booktitle = {The 3rd International Conference on Advances in Artificial Intelligence,
{ICAAI} 2019, Istanbul, Turkey, October 26-28, 2019},
pages = {237--243},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3369114.3369121},
doi = {10.1145/3369114.3369121},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaai/TagarisISAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TagarisSS19,
author = {Thanos Tagaris and
Maria Sdraka and
Andreas Stafylopatis},
title = {High-Resolution Class Activation Mapping},
booktitle = {2019 {IEEE} International Conference on Image Processing, {ICIP} 2019,
Taipei, Taiwan, September 22-25, 2019},
pages = {4514--4518},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICIP.2019.8803474},
doi = {10.1109/ICIP.2019.8803474},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/TagarisSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KolliaSK19,
author = {Ilianna Kollia and
Andreas{-}Georgios Stafylopatis and
Stefanos D. Kollias},
title = {Predicting Parkinson's Disease using Latent Information extracted
from Deep Neural Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851995},
doi = {10.1109/IJCNN.2019.8851995},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KolliaSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/KonidarisTSS19,
author = {Filippos Konidaris and
Thanos Tagaris and
Maria Sdraka and
Andreas Stafylopatis},
editor = {Alain Tr{\'{e}}meau and
Giovanni Maria Farinella and
Jos{\'{e}} Braz},
title = {Generative Adversarial Networks as an Advanced Data Augmentation Technique
for {MRI} Data},
booktitle = {Proceedings of the 14th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2019, Volume 5: VISAPP, Prague, Czech Republic, February 25-27, 2019},
pages = {48--59},
publisher = {SciTePress},
year = {2019},
url = {https://doi.org/10.5220/0007363900480059},
doi = {10.5220/0007363900480059},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/visapp/KonidarisTSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AlexandridisTSS19,
author = {Georgios Alexandridis and
Thanos Tagaris and
Giorgos Siolas and
Andreas Stafylopatis},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {From Free-text User Reviews to Product Recommendation using Paragraph
Vectors and Matrix Factorization},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {335--343},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3316601},
doi = {10.1145/3308560.3316601},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/AlexandridisTSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07822,
author = {Ilianna Kollia and
Andreas{-}Georgios Stafylopatis and
Stefanos D. Kollias},
title = {Predicting Parkinson's Disease using Latent Information extracted
from Deep Neural Networks},
journal = {CoRR},
volume = {abs/1901.07822},
year = {2019},
url = {http://arxiv.org/abs/1901.07822},
eprinttype = {arXiv},
eprint = {1901.07822},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10401,
author = {Rolandos Alexandros Potamias and
Georgios Siolas and
Andreas{-}Georgios Stafylopatis},
title = {A Transformer-based approach to Irony and Sarcasm detection},
journal = {CoRR},
volume = {abs/1911.10401},
year = {2019},
url = {http://arxiv.org/abs/1911.10401},
eprinttype = {arXiv},
eprint = {1911.10401},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-10401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/VlachostergiouC18,
author = {Aggeliki Vlachostergiou and
George Caridakis and
Phivos Mylonas and
Andreas Stafylopatis},
title = {Learning Representations of Natural Language Texts with Generative
Adversarial Networks at Document, Sentence, and Aspect Level},
journal = {Algorithms},
volume = {11},
number = {10},
pages = {164},
year = {2018},
url = {https://doi.org/10.3390/a11100164},
doi = {10.3390/A11100164},
timestamp = {Sat, 01 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithms/VlachostergiouC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/TagarisKSTK18,
author = {Athanasios Tagaris and
Dimitrios Kollias and
Andreas Stafylopatis and
Georgios L. Tagaris and
Stefanos D. Kollias},
title = {Machine Learning for Neurodegenerative Disorder Diagnosis - Survey
of Practices and Launch of Benchmark Dataset},
journal = {Int. J. Artif. Intell. Tools},
volume = {27},
number = {3},
pages = {1850011:1--1850011:28},
year = {2018},
url = {https://doi.org/10.1142/S0218213018500112},
doi = {10.1142/S0218213018500112},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijait/TagarisKSTK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/VlachostergiouT18,
author = {Aggeliki Vlachostergiou and
Athanasios Tagaris and
Andreas Stafylopatis and
Stefanos D. Kollias},
title = {Investigating the Best Performing Task Conditions of a Multi-Tasking
Learning Model in Healthcare Using Convolutional Neural Networks:
Evidence from a Parkinson'S Disease Database},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {2047--2051},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451276},
doi = {10.1109/ICIP.2018.8451276},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/VlachostergiouT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/VlachostergiouT18a,
author = {Aggeliki Vlachostergiou and
Athanasios Tagaris and
Andreas Stafylopatis and
Stefanos D. Kollias},
title = {Multi-Task Learning for Predicting Parkinson's Disease Based on Medical
Imaging Information},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {2052--2056},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451398},
doi = {10.1109/ICIP.2018.8451398},
timestamp = {Tue, 11 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/VlachostergiouT18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/KouremenosNSS18,
author = {Dimitris Kouremenos and
Klimis S. Ntalianis and
Giorgos Siolas and
Andreas Stafylopatis},
editor = {Ioannis Hatzilygeroudis and
Vasile Palade and
Isidoros Perikos},
title = {Statistical Machine Translation for Greek to Greek Sign Language Using
Parallel Corpora Produced via Rule-Based Machine Translation},
booktitle = {Proceedings of the 8th International Workshop on Combinations of Intelligent
Methods and Applications co-located with 30th International Conference
on Artificial Intelligence Tools {(ICTAI} 2018), Volos, Greece, November
7, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2252},
pages = {28--42},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2252/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:22 +0100},
biburl = {https://dblp.org/rec/conf/ictai/KouremenosNSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/DervenisAS18,
author = {Nikolaos Dervenis and
Georgios Alexandridis and
Andreas Stafylopatis},
editor = {Lefteri H. Tsoukalas and
{\'{E}}ric Gr{\'{e}}goire and
Miltiadis Alamaniotis},
title = {Neural Network Specialists for Inverse Spiral Inductor Design},
booktitle = {{IEEE} 30th International Conference on Tools with Artificial Intelligence,
{ICTAI} 2018, 5-7 November 2018, Volos, Greece},
pages = {60--64},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICTAI.2018.00020},
doi = {10.1109/ICTAI.2018.00020},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/DervenisAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computation/LanaridisSS17,
author = {Aris Lanaridis and
Giorgos Siolas and
Andreas Stafylopatis},
title = {Artificial Immune Classifier Based on ELLipsoidal Regions {(AICELL)}
\({}^{\mbox{{\textdagger}}}\)},
journal = {Comput.},
volume = {5},
number = {2},
pages = {31},
year = {2017},
url = {https://doi.org/10.3390/computation5020031},
doi = {10.3390/COMPUTATION5020031},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computation/LanaridisSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AlexandridisSS17,
author = {Georgios Alexandridis and
Georgios Siolas and
Andreas Stafylopatis},
title = {Enhancing social collaborative filtering through the application of
non-negative matrix factorization and exponential random graph models},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {4},
pages = {1031--1059},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0504-3},
doi = {10.1007/S10618-017-0504-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AlexandridisSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/VathiSS17,
author = {Eleni Vathi and
Georgios Siolas and
Andreas Stafylopatis},
title = {Mining and categorizing interesting topics in Twitter communities},
journal = {J. Intell. Fuzzy Syst.},
volume = {32},
number = {2},
pages = {1265--1275},
year = {2017},
url = {https://doi.org/10.3233/JIFS-169125},
doi = {10.3233/JIFS-169125},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/VathiSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/PolydouriSS17,
author = {Andrianna Polydouri and
Georgios Siolas and
Andreas Stafylopatis},
editor = {Giacomo Boracchi and
Lazaros S. Iliadis and
Chrisina Jayne and
Aristidis Likas},
title = {Intrinsic Plagiarism Detection with Feature-Rich Imbalanced Dataset
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 = {99--110},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-65172-9\_9},
doi = {10.1007/978-3-319-65172-9\_9},
timestamp = {Wed, 23 Aug 2017 11:34:30 +0200},
biburl = {https://dblp.org/rec/conf/eann/PolydouriSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/TagarisKS17,
author = {Athanasios Tagaris and
Dimitrios Kollias and
Andreas Stafylopatis},
editor = {Giacomo Boracchi and
Lazaros S. Iliadis and
Chrisina Jayne and
Aristidis Likas},
title = {Assessment of Parkinson's Disease Based on Deep Neural Networks},
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 = {391--403},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-65172-9\_33},
doi = {10.1007/978-3-319-65172-9\_33},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/TagarisKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/KolliasYTLSK17,
author = {Dimitrios Kollias and
Miao Yu and
Athanasios Tagaris and
Georgios Leontidis and
Andreas Stafylopatis and
Stefanos D. Kollias},
title = {Adaptation and contextualization of deep neural network models},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8280975},
doi = {10.1109/SSCI.2017.8280975},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/KolliasYTLSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlexandridisSS17,
title = {ParVecMF: {A} Paragraph Vector-based Matrix Factorization Recommender
System},
journal = {CoRR},
volume = {abs/1706.07513},
year = {2017},
url = {http://arxiv.org/abs/1706.07513},
eprinttype = {arXiv},
eprint = {1706.07513},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlexandridisSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/KolliasTS16,
author = {Dimitrios Kollias and
Athanasios Tagaris and
Andreas Stafylopatis},
title = {On line emotion detection using retrainable deep neural networks},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850049},
doi = {10.1109/SSCI.2016.7850049},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ssci/KolliasTS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/KoutsoukosASS16,
author = {Dimitrios Koutsoukos and
Georgios Alexandridis and
Georgios Siolas and
Andreas Stafylopatis},
title = {A new approach to session identification by applying fuzzy c-means
clustering on web logs},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7849939},
doi = {10.1109/SSCI.2016.7849939},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/KoutsoukosASS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijvcsn/SiolasCMSKS15,
author = {Giorgos Siolas and
George Caridakis and
Phivos Mylonas and
Georgios Stratogiannis and
Stefanos D. Kollias and
Andreas Stafylopatis},
title = {Context-Aware User Modeling and Semantic Interoperability in Smart
Home Environments},
journal = {Int. J. Virtual Communities Soc. Netw.},
volume = {7},
number = {3},
pages = {17--50},
year = {2015},
url = {https://doi.org/10.4018/IJVCSN.2015070102},
doi = {10.4018/IJVCSN.2015070102},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijvcsn/SiolasCMSKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccci/VathiSS15,
author = {Eleni Vathi and
Georgios Siolas and
Andreas Stafylopatis},
editor = {Manuel N{\'{u}}{\~{n}}ez and
Ngoc Thanh Nguyen and
David Camacho and
Bogdan Trawinski},
title = {Mining Interesting Topics in Twitter Communities},
booktitle = {Computational Collective Intelligence - 7th International Conference,
{ICCCI} 2015, Madrid, Spain, September 21-23, 2015. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9329},
pages = {123--132},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24069-5\_12},
doi = {10.1007/978-3-319-24069-5\_12},
timestamp = {Thu, 16 Mar 2023 20:00:30 +0100},
biburl = {https://dblp.org/rec/conf/iccci/VathiSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/StratogiannisSS15,
author = {Georgios Stratogiannis and
Georgios Siolas and
Georgios Stamou and
Andreas Stafylopatis and
Alexandros Chortaras and
Athanasios Tagaris},
title = {Advancing the Terminological Classification of Semi-structured Documents},
booktitle = {27th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2015, Vietri sul Mare, Italy, November 9-11, 2015},
pages = {333--339},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICTAI.2015.58},
doi = {10.1109/ICTAI.2015.58},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/StratogiannisSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smap/KolliasMRS15,
author = {Dimitris Kollias and
George Marandianos and
Amaryllis Raouzaiou and
Andreas{-}Georgios Stafylopatis},
title = {Interweaving deep learning and semantic techniques for emotion analysis
in human-machine interaction},
booktitle = {10th International Workshop on Semantic and Social Media Adaptation
and Personalization, {SMAP} 2015, Trento, Italy, November 5-6, 2015},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/SMAP.2015.7370086},
doi = {10.1109/SMAP.2015.7370086},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smap/KolliasMRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smap/StratogiannisVS15,
author = {Georgios Stratogiannis and
Aggeliki Vlachostergiou and
Georgios Siolas and
George Caridakis and
Phivos Mylonas and
Andreas Stafylopatis and
Stefanos D. Kollias},
title = {User and home appliances pervasive interaction in a sensor driven
smart home environment: The SandS approach},
booktitle = {10th International Workshop on Semantic and Social Media Adaptation
and Personalization, {SMAP} 2015, Trento, Italy, November 5-6, 2015},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/SMAP.2015.7370088},
doi = {10.1109/SMAP.2015.7370088},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smap/StratogiannisVS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/AlexandridisSS15,
author = {Georgios Alexandridis and
Georgios Siolas and
Andreas Stafylopatis},
editor = {{\"{O}}zg{\"{u}}r Ulusoy and
Abdullah Uz Tansel and
M. Erol Arkun},
title = {Accuracy Versus Novelty and Diversity in Recommender Systems: {A}
Nonuniform Random Walk Approach},
booktitle = {Recommendation and Search in Social Networks},
series = {Lecture Notes in Social Networks},
pages = {41--57},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-14379-8\_3},
doi = {10.1007/978-3-319-14379-8\_3},
timestamp = {Tue, 16 May 2017 14:24:38 +0200},
biburl = {https://dblp.org/rec/series/lnsn/AlexandridisSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/StratogiannisSS14,
author = {Georgios Stratogiannis and
Georgios Siolas and
Andreas Stafylopatis},
title = {Semantic Question Answering Using Wikipedia Categories Clustering},
journal = {Int. J. Artif. Intell. Tools},
volume = {23},
number = {4},
year = {2014},
url = {https://doi.org/10.1142/S0218213014600148},
doi = {10.1142/S0218213014600148},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/StratogiannisSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/FerlesSS13,
author = {Christos Ferles and
Georgios Siolas and
Andreas Stafylopatis},
title = {Scaled Self-Organizing Map - Hidden Markov Model Architecture for
Biological sequence Clustering},
journal = {Appl. Artif. Intell.},
volume = {27},
number = {6},
pages = {461--495},
year = {2013},
url = {https://doi.org/10.1080/08839514.2013.805598},
doi = {10.1080/08839514.2013.805598},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/FerlesSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/FerlesS13,
author = {Christos Ferles and
Andreas Stafylopatis},
title = {Self-Organizing Hidden Markov Model Map {(SOHMMM)}},
journal = {Neural Networks},
volume = {48},
pages = {133--147},
year = {2013},
url = {https://doi.org/10.1016/j.neunet.2013.07.011},
doi = {10.1016/J.NEUNET.2013.07.011},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/FerlesS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AlexandridisSS13,
author = {Georgios Alexandridis and
Georgios Siolas and
Andreas Stafylopatis},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {A biased random walk recommender based on rejection sampling},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {648--652},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492653},
doi = {10.1145/2492517.2492653},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/AlexandridisSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/CaridakisSMKS13,
author = {George Caridakis and
Georgios Siolas and
Phivos Mylonas and
Stefanos D. Kollias and
Andreas Stafylopatis},
editor = {Lazaros S. Iliadis and
Harris Papadopoulos and
Chrisina Jayne},
title = {Intelligent and Adaptive Pervasive Future Internet: Smart Cities for
the Citizens},
booktitle = {Engineering Applications of Neural Networks - 14th International Conference,
{EANN} 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings,
Part {II}},
series = {Communications in Computer and Information Science},
volume = {384},
pages = {269--281},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41016-1\_29},
doi = {10.1007/978-3-642-41016-1\_29},
timestamp = {Sun, 02 Jun 2019 21:12:35 +0200},
biburl = {https://dblp.org/rec/conf/eann/CaridakisSMKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/StratogiannisSS13,
author = {Georgios Stratogiannis and
Georgios Siolas and
Andreas Stafylopatis},
editor = {Mieczyslaw A. Klopotek and
Jacek Koronacki and
Malgorzata Marciniak and
Agnieszka Mykowiecka and
Slawomir T. Wierzchon},
title = {Related Entity Finding Using Semantic Clustering Based on Wikipedia
Categories},
booktitle = {Language Processing and Intelligent Information Systems - 20th International
Conference, {IIS} 2013, Warsaw, Poland, June 17-18, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7912},
pages = {157--170},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38634-3\_18},
doi = {10.1007/978-3-642-38634-3\_18},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iis/StratogiannisSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intenv/MylonasSCKS13,
author = {Phivos Mylonas and
Georgios Siolas and
George Caridakis and
Stefanos D. Kollias and
Andreas{-}Georgios Stafylopatis},
editor = {Juan A. Bot{\'{\i}}a and
Dimitris Charitos},
title = {Modeling context and fuzzy personas towards an intelligent Future
Internet smart home paradigm},
booktitle = {Workshop Proceedings of the 9th International Conference on Intelligent
Environments, Athens, Greece, July 16-17, 2013},
series = {Ambient Intelligence and Smart Environments},
volume = {17},
pages = {732--743},
publisher = {{IOS} Press},
year = {2013},
url = {https://doi.org/10.3233/978-1-61499-286-8-732},
doi = {10.3233/978-1-61499-286-8-732},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/intenv/MylonasSCKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AlexandridisSS13,
author = {Georgios Alexandridis and
Georgios Siolas and
Andreas Stafylopatis},
editor = {Bamshad Mobasher and
Dietmar Jannach and
Werner Geyer and
Jill Freyne and
Andreas Hotho and
Sarabjot Singh Anand and
Ido Guy},
title = {Improving Social Recommendations by applying a Personalized Item Clustering
Policy},
booktitle = {Proceedings of the Fifth {ACM} RecSys Workshop on Recommender Systems
and the Social Web co-located with the 7th {ACM} Conference on Recommender
Systems (RecSys 2013), Hong Kong, China, October 13, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1066},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1066/Paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
biburl = {https://dblp.org/rec/conf/recsys/AlexandridisSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smap/SiolasCMKS13,
author = {Giorgos Siolas and
George Caridakis and
Phivos Mylonas and
Stefanos D. Kollias and
Andreas Stafylopatis},
title = {Context-Aware User Modeling and Semantic Interoperability in Smart
Home Environments},
booktitle = {8th International Workshop on Semantic and Social Media Adaptation
and Personalization, {SMAP} 2013, Bayonne, France, December 12-13,
2013},
pages = {27--32},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SMAP.2013.19},
doi = {10.1109/SMAP.2013.19},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/smap/SiolasCMKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/SpanakisSS12,
author = {Gerasimos Spanakis and
Georgios Siolas and
Andreas Stafylopatis},
title = {Exploiting Wikipedia Knowledge for Conceptual Hierarchical Clustering
of Documents},
journal = {Comput. J.},
volume = {55},
number = {3},
pages = {299--312},
year = {2012},
url = {https://doi.org/10.1093/comjnl/bxr024},
doi = {10.1093/COMJNL/BXR024},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cj/SpanakisSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/AlexandridisSS12,
author = {Georgios Alexandridis and
Georgios Siolas and
Andreas Stafylopatis},
title = {Applying k-Separability to Collaborative Recommender Systems},
journal = {Int. J. Artif. Intell. Tools},
volume = {21},
number = {1},
year = {2012},
url = {https://doi.org/10.1142/S0218213012500017},
doi = {10.1142/S0218213012500017},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/AlexandridisSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/SpanakisSS12,
author = {Gerasimos Spanakis and
Georgios Siolas and
Andreas Stafylopatis},
title = {DoSO: a document self-organizer},
journal = {J. Intell. Inf. Syst.},
volume = {39},
number = {3},
pages = {577--610},
year = {2012},
url = {https://doi.org/10.1007/s10844-012-0204-9},
doi = {10.1007/S10844-012-0204-9},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/SpanakisSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmm2/KolliaKRS12,
author = {Ilianna Kollia and
Yannis Kalantidis and
Kostas Rapantzikos and
Andreas Stafylopatis},
title = {Improving Semantic Search in Digital Libraries Using Multimedia Analysis},
journal = {J. Multim.},
volume = {7},
number = {2},
pages = {193--204},
year = {2012},
url = {https://doi.org/10.4304/jmm.7.2.193-204},
doi = {10.4304/JMM.7.2.193-204},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmm2/KolliaKRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/KolliaRSS12,
author = {Ilianna Kollia and
Kostas Rapantzikos and
Giorgos B. Stamou and
Andreas Stafylopatis},
editor = {Ilias Maglogiannis and
Vassilis P. Plagianakos and
Ioannis P. Vlahavas},
title = {Semantic Query Answering in Digital Libraries},
booktitle = {Artificial Intelligence: Theories and Applications - 7th Hellenic
Conference on AI, {SETN} 2012, Lamia, Greece, May 28-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7297},
pages = {17--24},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30448-4\_3},
doi = {10.1007/978-3-642-30448-4\_3},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/setn/KolliaRSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/LanaridisS11,
author = {Aris Lanaridis and
Andreas Stafylopatis},
editor = {Erol Gelenbe and
Ricardo Lent and
Georgia Sakellari},
title = {An Artificial Immune Classifier Using Pseudo-Ellipsoid Rules},
booktitle = {Computer and Information Sciences {II} - 26th International Symposium
on Computer and Information Sciences, London, UK, 26-28 September
2011},
pages = {395--401},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4471-2155-8\_50},
doi = {10.1007/978-1-4471-2155-8\_50},
timestamp = {Sat, 16 Sep 2017 12:11:33 +0200},
biburl = {https://dblp.org/rec/conf/iscis/LanaridisS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/FerlesSS11,
author = {Christos Ferles and
Georgios Siolas and
Andreas Stafylopatis},
editor = {Erol Gelenbe and
Ricardo Lent and
Georgia Sakellari},
title = {Scaled On-line Unsupervised Learning Algorithm for a {SOM-HMM} Hybrid},
booktitle = {Computer and Information Sciences {II} - 26th International Symposium
on Computer and Information Sciences, London, UK, 26-28 September
2011},
pages = {533--537},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4471-2155-8\_68},
doi = {10.1007/978-1-4471-2155-8\_68},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscis/FerlesSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AlexandridisSS10,
author = {Georgios Alexandridis and
Georgios Siolas and
Andreas Stafylopatis},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {An Efficient Collaborative Recommender System Based on \emph{k}-Separability},
booktitle = {Artificial Neural Networks - {ICANN} 2010 - 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6354},
pages = {198--207},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15825-4\_25},
doi = {10.1007/978-3-642-15825-4\_25},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/AlexandridisSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LanaridisS10,
author = {Aris Lanaridis and
Andreas Stafylopatis},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {An Artificial Immune Network for Multi-objective Optimization},
booktitle = {Artificial Neural Networks - {ICANN} 2010, 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6353},
pages = {531--536},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15822-3\_65},
doi = {10.1007/978-3-642-15822-3\_65},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/LanaridisS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/SpanakisSS10,
author = {Gerasimos Spanakis and
Georgios Siolas and
Andreas Stafylopatis},
editor = {Erol Gelenbe and
Ricardo Lent and
Georgia Sakellari and
Ahmet Sacan and
Ismail Hakki Toroslu and
Adnan Yazici},
title = {Conceptual Hierarchical Clustering of Documents using Wikipedia knowledge},
booktitle = {Computer and Information Sciences - Proceedings of the 25th International
Symposium on Computer and Information Sciences, London, UK, September
22-24, 2010},
series = {Lecture Notes in Electrical Engineering},
volume = {62},
pages = {121--126},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-90-481-9794-1\_25},
doi = {10.1007/978-90-481-9794-1\_25},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscis/SpanakisSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/MarakakisGLS09,
author = {Apostolos Marakakis and
Nikolaos Galatsanos and
Aristidis Likas and
Andreas Stafylopatis},
title = {Probabilistic relevance feedback approach for content-based image
retrieval based on gaussian mixture models},
journal = {{IET} Image Process.},
volume = {3},
number = {1},
pages = {10--25},
year = {2009},
url = {https://doi.org/10.1049/iet-ipr:20080012},
doi = {10.1049/IET-IPR:20080012},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-ipr/MarakakisGLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/ChortarasSS09,
author = {Alexandros Chortaras and
Giorgos B. Stamou and
Andreas Stafylopatis},
title = {Definition and Adaptation of Weighted Fuzzy Logic Programs},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {17},
number = {1},
pages = {85--135},
year = {2009},
url = {https://doi.org/10.1142/S0218488509005759},
doi = {10.1142/S0218488509005759},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/ChortarasSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KolliaSSS09,
author = {Ilianna Kollia and
Nikos Simou and
Giorgos B. Stamou and
Andreas Stafylopatis},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Connectionist Models for Formal Knowledge Adaptation},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5769},
pages = {465--474},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04277-5\_47},
doi = {10.1007/978-3-642-04277-5\_47},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/KolliaSSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MarakakisGLS09,
author = {Apostolos Marakakis and
Nikolas P. Galatsanos and
Aristidis Likas and
Andreas Stafylopatis},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Relevance Feedback for Content-Based Image Retrieval Using Support
Vector Machines and Feature Selection},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5768},
pages = {942--951},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04274-4\_97},
doi = {10.1007/978-3-642-04274-4\_97},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/MarakakisGLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SpanakisSS09,
author = {Gerasimos Spanakis and
Georgios Siolas and
Andreas Stafylopatis},
title = {A Hybrid Web-Based Measure for Computing Semantic Relatedness Between
Words},
booktitle = {{ICTAI} 2009, 21st {IEEE} International Conference on Tools with Artificial
Intelligence, Newark, New Jersey, USA, 2-4 November 2009},
pages = {441--448},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICTAI.2009.64},
doi = {10.1109/ICTAI.2009.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SpanakisSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/LanaridisS09,
author = {Aris Lanaridis and
Andreas Stafylopatis},
title = {Multi-dimensional Raycasting for Fuzzy Pattern Classication},
booktitle = {{ICTAI} 2009, 21st {IEEE} International Conference on Tools with Artificial
Intelligence, Newark, New Jersey, USA, 2-4 November 2009},
pages = {742--749},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICTAI.2009.66},
doi = {10.1109/ICTAI.2009.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/LanaridisS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/MarakakisGLS09,
author = {Apostolos Marakakis and
Nikolas P. Galatsanos and
Aristidis Likas and
Andreas Stafylopatis},
editor = {Lazaros S. Iliadis and
Ilias Maglogiannis and
Grigorios Tsoumakas and
Ioannis P. Vlahavas and
Max Bramer},
title = {Combining Gaussian Mixture Models and Support Vector Machines for
Relevance Feedback in Content Based Image Retrieval},
booktitle = {Artificial Intelligence Applications and Innovations III, Proceedings
of the 5TH {IFIP} Conference on Artificial Intelligence Applications
and Innovations (AIAI'2009), April 23-25, 2009, Thessaloniki, Greece},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {296},
pages = {249--258},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-1-4419-0221-4\_30},
doi = {10.1007/978-1-4419-0221-4\_30},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/MarakakisGLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PertselakisRS09,
author = {Minas Pertselakis and
Natali Raouzaiou and
Andreas Stafylopatis},
editor = {Lazaros S. Iliadis and
Ilias Maglogiannis and
Grigorios Tsoumakas and
Ioannis P. Vlahavas and
Max Bramer},
title = {An Adaptive Resource Allocating Neuro-Fuzzy Inference System with
Sensitivity Analysis Resource Control},
booktitle = {Artificial Intelligence Applications and Innovations III, Proceedings
of the 5TH {IFIP} Conference on Artificial Intelligence Applications
and Innovations (AIAI'2009), April 23-25, 2009, Thessaloniki, Greece},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {296},
pages = {509--516},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-1-4419-0221-4\_59},
doi = {10.1007/978-1-4419-0221-4\_59},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/PertselakisRS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PertselakisS08,
author = {Minas Pertselakis and
Andreas Stafylopatis},
title = {Dynamic modular fuzzy neural classifier with tree-based structure
identification},
journal = {Neurocomputing},
volume = {71},
number = {4-6},
pages = {801--812},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2007.03.009},
doi = {10.1016/J.NEUCOM.2007.03.009},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PertselakisS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KolliasSD08,
author = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch},
title = {International Conference on Artificial Neural Networks {(ICANN} 2006)},
journal = {Neurocomputing},
volume = {71},
number = {13-15},
pages = {2409--2410},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.03.010},
doi = {10.1016/J.NEUCOM.2008.03.010},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/KolliasSD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChortarasSS08,
author = {Alexandros Chortaras and
Giorgos B. Stamou and
Andreas Stafylopatis},
title = {Connectionist weighted fuzzy logic programs},
journal = {Neurocomputing},
volume = {71},
number = {13-15},
pages = {2456--2469},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2007.11.034},
doi = {10.1016/J.NEUCOM.2007.11.034},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChortarasSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/KarakasisS08,
author = {Vasileios Karakasis and
Andreas Stafylopatis},
title = {Efficient Evolution of Accurate Classification Rules Using a Combination
of Gene Expression Programming and Clonal Selection},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {12},
number = {6},
pages = {662--678},
year = {2008},
url = {https://doi.org/10.1109/TEVC.2008.920673},
doi = {10.1109/TEVC.2008.920673},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/KarakasisS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/FerlesS08,
author = {Christos Ferles and
Andreas Stafylopatis},
title = {Sequence clustering with the Self-Organizing Hidden Markov Model Map},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Bioinformatics
and Bioengineering, {BIBE} 2008, October 8-10, 2008, Athens, Greece},
pages = {1--7},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/BIBE.2008.4696720},
doi = {10.1109/BIBE.2008.4696720},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/bibe/FerlesS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/LanaridisKS08,
author = {Aris Lanaridis and
Vasileios Karakasis and
Andreas Stafylopatis},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Clonal Selection-Based Neural Classifier},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {655--660},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.82},
doi = {10.1109/HIS.2008.82},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/LanaridisKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ChortarasSSK08,
author = {Alexandros Chortaras and
Giorgos B. Stamou and
Andreas Stafylopatis and
Stefanos D. Kollias},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Adaptation of Connectionist Weighted Fuzzy Logic Programs with Kripke-Kleene
Semantics},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {492--502},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_51},
doi = {10.1007/978-3-540-87536-9\_51},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/ChortarasSSK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SimouAKSS08,
author = {Nikos Simou and
Thanos Athanasiadis and
Stefanos D. Kollias and
Giorgos B. Stamou and
Andreas Stafylopatis},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Semantic Adaptation of Neural Network Classifiers in Image Segmentation},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {907--916},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_93},
doi = {10.1007/978-3-540-87536-9\_93},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SimouAKSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/CaridakisKPDSK08,
author = {George Caridakis and
Kostas Karpouzis and
Christos Pateritsas and
Athanasios I. Drosopoulos and
Andreas Stafylopatis and
Stefanos D. Kollias},
title = {Hand trajectory based gesture recognition using self-organizing feature
maps and markov models},
booktitle = {Proceedings of the 2008 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2008, June 23-26 2008, Hannover, Germany},
pages = {1105--1108},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICME.2008.4607632},
doi = {10.1109/ICME.2008.4607632},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/CaridakisKPDSK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/FerlesS08,
author = {Christos Ferles and
Andreas Stafylopatis},
title = {A Hybrid Self-Organizing Model for Sequence Analysis},
booktitle = {20th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2008), November 3-5, 2008, Dayton, Ohio, USA, Volume 2},
pages = {105--112},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICTAI.2008.108},
doi = {10.1109/ICTAI.2008.108},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/FerlesS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/MarakakisGLS08,
author = {Apostolos Marakakis and
Nikolas P. Galatsanos and
Aristidis Likas and
Andreas Stafylopatis},
title = {Application of Relevance Feedback in Content Based Image Retrieval
Using Gaussian Mixture Models},
booktitle = {20th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2008), November 3-5, 2008, Dayton, Ohio, USA, Volume 1},
pages = {141--148},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICTAI.2008.110},
doi = {10.1109/ICTAI.2008.110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/MarakakisGLS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/KolliasSD07,
author = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch},
title = {Introduction},
journal = {Integr. Comput. Aided Eng.},
volume = {14},
number = {4},
pages = {281},
year = {2007},
url = {https://doi.org/10.3233/ica-2007-14401},
doi = {10.3233/ICA-2007-14401},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icae/KolliasSD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/ChristakouVS07,
author = {Christina Christakou and
Spyros Vrettos and
Andreas Stafylopatis},
title = {A Hybrid Movie Recommender System Based on Neural Networks},
journal = {Int. J. Artif. Intell. Tools},
volume = {16},
number = {5},
pages = {771--792},
year = {2007},
url = {https://doi.org/10.1142/S0218213007003540},
doi = {10.1142/S0218213007003540},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/ChristakouVS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/PateritsasS07,
author = {Christos Pateritsas and
Andreas Stafylopatis},
title = {Memory-Based Classification with Dynamic Feature Selection Using Self-Organizing
Maps for Pattern Evaluation},
journal = {Int. J. Artif. Intell. Tools},
volume = {16},
number = {5},
pages = {875--899},
year = {2007},
url = {https://doi.org/10.1142/S0218213007003588},
doi = {10.1142/S0218213007003588},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/PateritsasS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/ChortarasSS07,
author = {Alexandros Chortaras and
Giorgos B. Stamou and
Andreas Stafylopatis},
editor = {Khaled Mellouli},
title = {Integrated Query Answering with Weighted Fuzzy Rules},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
9th European Conference, {ECSQARU} 2007, Hammamet, Tunisia, October
31 - November 2, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4724},
pages = {767--778},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75256-1\_67},
doi = {10.1007/978-3-540-75256-1\_67},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/ChortarasSS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/CaridakisPDSK07,
author = {George Caridakis and
Christos Pateritsas and
Athanasios I. Drosopoulos and
Andreas Stafylopatis and
Stefanos D. Kollias},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Probabilistic Video-Based Gesture Recognition Using Self-organizing
Feature Maps},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4669},
pages = {261--270},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74695-9\_27},
doi = {10.1007/978-3-540-74695-9\_27},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/CaridakisPDSK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rr/ChortarasSS07,
author = {Alexandros Chortaras and
Giorgos B. Stamou and
Andreas Stafylopatis},
editor = {Massimo Marchiori and
Jeff Z. Pan and
Christian de Sainte Marie},
title = {Top-Down Computation of the Semantics of Weighted Fuzzy Logic Programs},
booktitle = {Web Reasoning and Rule Systems, First International Conference, {RR}
2007, Innsbruck , Austria, June 7-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4524},
pages = {364--366},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72982-2\_32},
doi = {10.1007/978-3-540-72982-2\_32},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/rr/ChortarasSS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/KarakasisS06,
author = {Vasileios Karakasis and
Andreas Stafylopatis},
title = {Data Mining based on Gene Expression Programming and Clonal Selection},
booktitle = {{IEEE} International Conference on Evolutionary Computation, {CEC}
2006, part of {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {514--521},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CEC.2006.1688353},
doi = {10.1109/CEC.2006.1688353},
timestamp = {Thu, 16 Dec 2021 14:00:41 +0100},
biburl = {https://dblp.org/rec/conf/cec/KarakasisS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ChortarasSS06,
author = {Alexandros Chortaras and
Giorgos B. Stamou and
Andreas Stafylopatis},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Adaptation of Weighted Fuzzy Programs},
booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
pages = {45--54},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_5},
doi = {10.1007/11840930\_5},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/ChortarasSS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MarakakisGLS06,
author = {Apostolos Marakakis and
Nikolas P. Galatsanos and
Aristidis Likas and
Andreas Stafylopatis},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {A Relevance Feedback Approach for Content Based Image Retrieval Using
Gaussian Mixture Models},
booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
pages = {84--93},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_9},
doi = {10.1007/11840930\_9},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MarakakisGLS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PateritsasS06,
author = {Christos Pateritsas and
Andreas Stafylopatis},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {A Nearest Features Classifier Using a Self-organizing Map for Memory
Base Evaluation},
booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
pages = {391--400},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_40},
doi = {10.1007/11840930\_40},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PateritsasS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PertselakisS06,
author = {Minas Pertselakis and
Andreas Stafylopatis},
editor = {Ilias Maglogiannis and
Kostas Karpouzis and
Max Bramer},
title = {Exploiting Decision Trees in Product-based Fuzzy Neural Modeling to
Generate Rules with Dynamically Reduced Dimensionality},
booktitle = {Artificial Intelligence Applications and Innovations, 3rd {IFIP} Conference
on Artificial Intelligence Applications and Innovations {(AIAI)} 2006,
June 7-9, 2006, Athens, Greece},
series = {{IFIP}},
volume = {204},
pages = {19--26},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/0-387-34224-9\_3},
doi = {10.1007/0-387-34224-9\_3},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/PertselakisS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChortarasSSK06,
author = {Alexandros Chortaras and
Giorgos B. Stamou and
Andreas Stafylopatis and
Stefanos D. Kollias},
title = {A Connectionist Model for Weighted Fuzzy Programs},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {3055--3062},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247265},
doi = {10.1109/IJCNN.2006.247265},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ChortarasSSK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2006-1,
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4131},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840817},
doi = {10.1007/11840817},
isbn = {3-540-38625-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2006-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2006-2,
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930},
doi = {10.1007/11840930},
isbn = {3-540-38871-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2006-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/PertselakisFTS05,
author = {Minas Pertselakis and
Christos Ferles and
Kostas Tsiolis and
Andreas Stafylopatis},
title = {Wireless Distributed Implementation of a Fuzzy Neural Classification
System},
journal = {Int. J. Artif. Intell. Tools},
volume = {14},
number = {4},
pages = {661--682},
year = {2005},
url = {https://doi.org/10.1142/S0218213005002314},
doi = {10.1142/S0218213005002314},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/PertselakisFTS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/FrossyniotisPS05,
author = {Dimitrios S. Frossyniotis and
Christos Pateritsas and
Andreas Stafylopatis},
title = {A multi-clustering fusion scheme for data partitioning},
journal = {Int. J. Neural Syst.},
volume = {15},
number = {5},
pages = {391--401},
year = {2005},
url = {https://doi.org/10.1142/S0129065705000360},
doi = {10.1142/S0129065705000360},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/FrossyniotisPS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/FalasS05,
author = {Tasos Falas and
Andreas Stafylopatis},
title = {Implementing Temporal-Difference Learning with the Scaled Conjugate
Gradient Algorithm},
journal = {Neural Process. Lett.},
volume = {22},
number = {3},
pages = {361--375},
year = {2005},
url = {https://doi.org/10.1007/s11063-005-1384-x},
doi = {10.1007/S11063-005-1384-X},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/FalasS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/PertselakisS05,
author = {Minas Pertselakis and
Andreas Stafylopatis},
title = {Dynamic Rule Structuring based on Rule-Activation Sensitivity Analysis},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {365--370},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631293},
doi = {10.1109/CIMCA.2005.1631293},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/PertselakisS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/PateritsasS05,
author = {Christos Pateritsas and
Andreas Stafylopatis},
title = {Independent Nearest Features Memory-Based Classifier},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {781--786},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631563},
doi = {10.1109/CIMCA.2005.1631563},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/PateritsasS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/ChristakouLVS05,
author = {Christina Christakou and
Leonidas Lefakis and
Spyros Vrettos and
Andreas Stafylopatis},
title = {A Movie Recommender System Based on Semi-supervised Clustering},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {897--903},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631582},
doi = {10.1109/CIMCA.2005.1631582},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/ChristakouLVS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ChortarasSS05,
author = {Alexandros Chortaras and
Giorgos B. Stamou and
Andreas Stafylopatis},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Learning Ontology Alignments Using Recursive Neural Networks},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {811--816},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_128},
doi = {10.1007/11550907\_128},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/ChortarasSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/ChristakouS05,
author = {Christina Christakou and
Andreas Stafylopatis},
title = {A Hybrid Movie Recommender System Based on Neural Networks},
booktitle = {Proceedings of the Fifth International Conference on Intelligent Systems
Design and Applications {(ISDA} 2005), 8-10 September 2005, Wroclaw,
Poland},
pages = {500--505},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ISDA.2005.9},
doi = {10.1109/ISDA.2005.9},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/ChristakouS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/FrossyniotisLS04,
author = {Dimitrios S. Frossyniotis and
Aristidis Likas and
Andreas Stafylopatis},
title = {A clustering method based on boosting},
journal = {Pattern Recognit. Lett.},
volume = {25},
number = {6},
pages = {641--654},
year = {2004},
url = {https://doi.org/10.1016/j.patrec.2003.12.018},
doi = {10.1016/J.PATREC.2003.12.018},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/FrossyniotisLS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/TsirogiannisFNS04,
author = {George L. Tsirogiannis and
Dimitrios S. Frossyniotis and
Konstantina S. Nikita and
Andreas Stafylopatis},
editor = {George A. Vouros and
Themis Panayiotopoulos},
title = {A Meta-classifier Approach for Medical Diagnosis},
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 = {154--163},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24674-9\_17},
doi = {10.1007/978-3-540-24674-9\_17},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/setn/TsirogiannisFNS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/PateritsasPS04,
author = {Christos Pateritsas and
Minas Pertselakis and
Andreas Stafylopatis},
title = {A SOM-based classifier with enhanced structure learning},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: The Hague, Netherlands, 10-13 October 2004},
pages = {4832--4837},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICSMC.2004.1401296},
doi = {10.1109/ICSMC.2004.1401296},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/PateritsasPS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/FrosyniotisSL03,
author = {Dimitrios Frosyniotis and
Andreas Stafylopatis and
Aristidis Likas},
title = {A divide-and-conquer method for multi-net classifiers},
journal = {Pattern Anal. Appl.},
volume = {6},
number = {1},
pages = {32--40},
year = {2003},
url = {https://doi.org/10.1007/s10044-002-0174-6},
doi = {10.1007/S10044-002-0174-6},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/FrosyniotisSL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PertselakisFS03,
author = {Minas Pertselakis and
Dimitrios S. Frossyniotis and
Andreas Stafylopatis},
editor = {Okyay Kaynak and
Ethem Alpaydin and
Erkki Oja and
Lei Xu},
title = {An Adaptable Gaussian Neuro-Fuzzy Classifier},
booktitle = {Artificial Neural Networks and Neural Information Processing - {ICANN/ICONIP}
2003, Joint International Conference {ICANN/ICONIP} 2003, Istanbul,
Turkey, June 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2714},
pages = {925--932},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44989-2\_110},
doi = {10.1007/3-540-44989-2\_110},
timestamp = {Wed, 18 Dec 2019 17:28:51 +0100},
biburl = {https://dblp.org/rec/conf/icann/PertselakisFS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/KouremenosVS03,
author = {Stelios Kouremenos and
Spyros Vrettos and
Andreas Stafylopatis},
title = {An Intelligent Agent-Mediated Web Trading Environment},
booktitle = {2003 {IEEE} / {WIC} International Conference on Web Intelligence,
{(WI} 2003), 13-17 October 2003, Halifax, Canada},
pages = {436--441},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/WI.2003.1241234},
doi = {10.1109/WI.2003.1241234},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/KouremenosVS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsr/VogiatzisS02,
author = {Dimitrios Vogiatzis and
Andreas Stafylopatis},
title = {Reinforcement learning for rule extraction from a labeled dataset},
journal = {Cogn. Syst. Res.},
volume = {3},
number = {2},
pages = {237--253},
year = {2002},
url = {https://doi.org/10.1016/S1389-0417(01)00060-2},
doi = {10.1016/S1389-0417(01)00060-2},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogsr/VogiatzisS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/VogiatzisS02,
author = {Dimitrios Vogiatzis and
Andreas Stafylopatis},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {Mapping the Growing Neural Gas to Situation Calculus},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {957--962},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_155},
doi = {10.1007/3-540-46084-5\_155},
timestamp = {Sun, 02 Jun 2019 21:16:26 +0200},
biburl = {https://dblp.org/rec/conf/icann/VogiatzisS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/FrossyniotisPS02,
author = {Dimitrios S. Frossyniotis and
Minas Pertselakis and
Andreas Stafylopatis},
editor = {Ioannis P. Vlahavas and
Constantine D. Spyropoulos},
title = {A Multi-clustering Fusion Algorithm},
booktitle = {Methods and Applications of Artificial Intelligence, Second Hellenic
Conference on AI, {SETN} 2002. Thessaloniki, Greece, April 11-12,
2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2308},
pages = {225--236},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46014-4\_21},
doi = {10.1007/3-540-46014-4\_21},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/setn/FrossyniotisPS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/FrossyniotisS01,
author = {Dimitrios S. Frossyniotis and
Andreas Stafylopatis},
editor = {Josef Kittler and
Fabio Roli},
title = {A Multi-SVM Classification System},
booktitle = {Multiple Classifier Systems, Second International Workshop, {MCS}
2001 Cambridge, UK, July 2-4, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2096},
pages = {198--207},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-48219-9\_20},
doi = {10.1007/3-540-48219-9\_20},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/FrossyniotisS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/VrettosS01,
author = {Spyros Vrettos and
Andreas Stafylopatis},
editor = {Ning Zhong and
Yiyu Yao and
Jiming Liu and
Setsuo Ohsuga},
title = {A Fuzzy Rule-Based Agent for Web Retrieval-Filtering},
booktitle = {Web Intelligence: Research and Development, First Asia-Pacific Conference,
{WI} 2001, Maebashi City, Japan, October 23-26, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2198},
pages = {448--453},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45490-X\_58},
doi = {10.1007/3-540-45490-X\_58},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/webi/VrettosS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/LikasS00,
author = {Aristidis Likas and
Andreas Stafylopatis},
title = {Training the random neural network using quasi-Newton methods},
journal = {Eur. J. Oper. Res.},
volume = {126},
number = {2},
pages = {331--339},
year = {2000},
url = {https://doi.org/10.1016/S0377-2217(99)00482-8},
doi = {10.1016/S0377-2217(99)00482-8},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/LikasS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FalasS99,
author = {Tasos Falas and
Andreas{-}Georgios Stafylopatis},
title = {The impact of the error function selection in neural network-based
classifiers},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1799--1804},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.832651},
doi = {10.1109/IJCNN.1999.832651},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FalasS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/VogiatzisS99,
author = {Dimitrios Vogiatzis and
Andreas Stafylopatis},
title = {A neural network endowed with symbolic processing ability},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {4054--4058},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.830809},
doi = {10.1109/IJCNN.1999.830809},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/VogiatzisS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/acta/VegaPS98,
author = {Wenceslas Fernandez de la Vega and
Vangelis Th. Paschos and
Andreas Stafylopatis},
title = {Average-Case Complexity for the Execution of Recursive Definitions
on Relational Databases},
journal = {Acta Informatica},
volume = {35},
number = {3},
pages = {211--243},
year = {1998},
url = {https://doi.org/10.1007/s002360050119},
doi = {10.1007/S002360050119},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/acta/VegaPS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/PapageorgiouLS98,
author = {George Papageorgiou and
Aristidis Likas and
Andreas Stafylopatis},
title = {Improved exploration in Hopfield network state-space through parameter
perturbation driven by simulated annealing},
journal = {Eur. J. Oper. Res.},
volume = {108},
number = {2},
pages = {283--292},
year = {1998},
url = {https://doi.org/10.1016/S0377-2217(97)00375-5},
doi = {10.1016/S0377-2217(97)00375-5},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/PapageorgiouLS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/StafylopatisB98,
author = {Andreas Stafylopatis and
Konstantinos Blekas},
title = {Autonomous vehicle navigation using evolutionary reinforcement learning},
journal = {Eur. J. Oper. Res.},
volume = {108},
number = {2},
pages = {306--318},
year = {1998},
url = {https://doi.org/10.1016/S0377-2217(97)00372-X},
doi = {10.1016/S0377-2217(97)00372-X},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/StafylopatisB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcm/PapageorgiouLS98,
author = {George Papageorgiou and
Aristidis Likas and
Andreas Stafylopatis},
title = {A hybrid neural optimization scheme based on parallel updates},
journal = {Int. J. Comput. Math.},
volume = {67},
number = {1-2},
pages = {223--237},
year = {1998},
url = {https://doi.org/10.1080/00207169808804661},
doi = {10.1080/00207169808804661},
timestamp = {Mon, 13 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcm/PapageorgiouLS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/VlassisBPS98,
author = {Nikos A. Vlassis and
Konstantinos Blekas and
George K. Papakonstantinou and
Andreas Stafylopatis},
title = {A vector quantization schema for non-stationary signal distributions
based on {ML} estimation of mixture densities},
booktitle = {9th European Signal Processing Conference, {EUSIPCO} 1998, Island
of Rhodes, Greece, 8-11 September, 1998},
pages = {1--4},
publisher = {{IEEE}},
year = {1998},
url = {https://ieeexplore.ieee.org/document/7089591/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/VlassisBPS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LikasPS97,
author = {Aristidis Likas and
George Papageorgiou and
Andreas Stafylopatis},
title = {A Connectionist Approach for Solving Large Constraint Satisfaction
Problems},
journal = {Appl. Intell.},
volume = {7},
number = {3},
pages = {215--225},
year = {1997},
url = {https://doi.org/10.1023/A:1008272531960},
doi = {10.1023/A:1008272531960},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LikasPS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/BlekasLS97,
author = {Konstantinos Blekas and
Aristidis Likas and
Andreas Stafylopatis},
title = {A Fuzzy Neural Network Approach to Classification Based on Proximity
Characteristics of Patterns},
booktitle = {9th International Conference on Tools with Artificial Intelligence,
{ICTAI} '97, Newport Beach, CA, USA, November 3-8, 1997},
pages = {323--330},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/TAI.1997.632272},
doi = {10.1109/TAI.1997.632272},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/BlekasLS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/LikasS96,
author = {Aristidis Likas and
Andreas Stafylopatis},
title = {High Capacity Associative Memory Based on The Random Neural Network
Model},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {10},
number = {8},
pages = {919--937},
year = {1996},
url = {https://doi.org/10.1142/S0218001496000529},
doi = {10.1142/S0218001496000529},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/LikasS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/PanagiotidisKKS96,
author = {Nikos G. Panagiotidis and
Dimitris Kalogeras and
Stefanos D. Kollias and
Andreas Stafylopatis},
title = {Neural network-assisted effective lossy compression of medical images},
journal = {Proc. {IEEE}},
volume = {84},
number = {10},
pages = {1474--1487},
year = {1996},
url = {https://doi.org/10.1109/5.537112},
doi = {10.1109/5.537112},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/PanagiotidisKKS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LikasS96,
author = {Aristidis Likas and
Andreas Stafylopatis},
title = {Group updates and multiscaling: an efficient neural network approach
to combinatorial optimization},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {26},
number = {2},
pages = {222--232},
year = {1996},
url = {https://doi.org/10.1109/3477.485834},
doi = {10.1109/3477.485834},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LikasS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/LikasS95,
author = {Aristidis Likas and
Andreas Stafylopatis},
title = {A Parallel Algorithm for the Minimum Weighted Vertex Cover Problem},
journal = {Inf. Process. Lett.},
volume = {53},
number = {4},
pages = {229--234},
year = {1995},
url = {https://doi.org/10.1016/0020-0190(94)00189-6},
doi = {10.1016/0020-0190(94)00189-6},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/LikasS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/KontoravdisLS95,
author = {D. Kontoravdis and
Aristidis Likas and
Andreas Stafylopatis},
title = {Discrete Optimisation Based on the Combined Use of Reinforcement and
Constraint Satisfaction Schemes},
journal = {Neural Comput. Appl.},
volume = {3},
number = {2},
pages = {101--112},
year = {1995},
url = {https://doi.org/10.1007/BF01421961},
doi = {10.1007/BF01421961},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/KontoravdisLS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npsc/LikasPS95,
author = {Aristidis Likas and
George Papageorgiou and
Andreas Stafylopatis},
title = {A parallelizable operation scheme of the Boltzmann machine optimizer
based on group updates},
journal = {Neural Parallel Sci. Comput.},
volume = {3},
number = {4},
pages = {451--465},
year = {1995},
url = {http://dl.acm.org/citation.cfm?id=223147},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npsc/LikasPS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LikasBS95,
author = {Aristidis Likas and
Konstantinos Blekas and
Andreas Stafylopatis},
editor = {Nada Lavrac and
Stefan Wrobel},
title = {Parallel Recombinative Reinforcement Learning (Extended Abstract)},
booktitle = {Machine Learning: ECML-95, 8th European Conference on Machine Learning,
Heraclion, Crete, Greece, April 25-27, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {912},
pages = {311--314},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-59286-5\_75},
doi = {10.1007/3-540-59286-5\_75},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LikasBS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ita/GeorgakopoulosS93,
author = {George K. Georgakopoulos and
Andreas Stafylopatis},
title = {An Approach to Parallel Algorithm Design},
journal = {{RAIRO} Theor. Informatics Appl.},
volume = {27},
number = {2},
pages = {85--95},
year = {1993},
url = {https://doi.org/10.1051/ita/1993270200851},
doi = {10.1051/ITA/1993270200851},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ita/GeorgakopoulosS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ita/AfratiS93,
author = {Foto N. Afrati and
Andreas Stafylopatis},
title = {Performance Considerations on a Random Graph Model for Parallel Processing},
journal = {{RAIRO} Theor. Informatics Appl.},
volume = {27},
number = {4},
pages = {367--388},
year = {1993},
url = {https://doi.org/10.1051/ita/1993270403671},
doi = {10.1051/ITA/1993270403671},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ita/AfratiS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KontoravdisLS93,
author = {D. Kontoravdis and
Aristidis Likas and
Andreas Stafylopatis},
title = {Embedding knowledge into stochastic learning automata for fast solution
of binary constraint satisfaction problems},
booktitle = {1st European Symposium on Artificial Neural Networks, {ESANN} 1993,
Brussels, Belgium, April 7-9, 1993, Proceedings},
year = {1993},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1993-503-S.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KontoravdisLS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/PaschosS92,
author = {Vangelis Th. Paschos and
Andreas Stafylopatis},
title = {Evaluation of the Execution Cost of Recursive Definitions},
journal = {Comput. J.},
volume = {35},
number = {Additional-Papers},
pages = {A429--A437},
year = {1992},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/PaschosS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/StafylopatisPK92,
author = {Andreas Stafylopatis and
I. Papakonstantinou and
Stefanos Kaxiras},
title = {{PSM:} software tool for simulating, prototyping, and monitoring of
multiprocessor systems},
journal = {Inf. Softw. Technol.},
volume = {34},
number = {5},
pages = {313--325},
year = {1992},
url = {https://doi.org/10.1016/0950-5849(92)90061-S},
doi = {10.1016/0950-5849(92)90061-S},
timestamp = {Fri, 24 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/infsof/StafylopatisPK92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/StafylopatisL92,
author = {Andreas Stafylopatis and
Aristidis Likas},
title = {Pictorial Information Retrieval Using the Random Neural Network},
journal = {{IEEE} Trans. Software Eng.},
volume = {18},
number = {7},
pages = {590--600},
year = {1992},
url = {https://doi.org/10.1109/32.148477},
doi = {10.1109/32.148477},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/StafylopatisL92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/KontoravdisLS92,
author = {D. Kontoravdis and
Aristidis Likas and
Andreas Stafylopatis},
editor = {Bernd Neumann},
title = {Collision-Free Movement of an Autonomous Vehicle Using Reinforcement
Learning},
booktitle = {10th European Conference on Artificial Intelligence, {ECAI} 92, Vienna,
Austria, August 3-7, 1992. Proceedings},
pages = {666--670},
publisher = {John Wiley and Sons},
year = {1992},
timestamp = {Wed, 31 Jul 2019 08:44:58 +0200},
biburl = {https://dblp.org/rec/conf/ecai/KontoravdisLS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ics/StafylopatisD87,
author = {Andreas Stafylopatis and
Athanasios Drigas},
editor = {Elias N. Houstis and
Theodore S. Papatheodorou and
Constantine D. Polychronopoulos},
title = {On the Processing Time of a Parallel Linear System Solver},
booktitle = {Supercomputing, 1st International Conference, Athens, Greece, June
8-12, 1987, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {297},
pages = {994--1010},
publisher = {Springer},
year = {1987},
url = {https://doi.org/10.1007/3-540-18991-2\_59},
doi = {10.1007/3-540-18991-2\_59},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/ics/StafylopatisD87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StafylopatisDK87,
author = {Andreas Stafylopatis and
Marios D. Dikaiakos and
D. Kontoravdis},
editor = {Dana Z. Anderson},
title = {Spatial Organization of Neural Networks: {A} Probabilistic Modeling
Approach},
booktitle = {Neural Information Processing Systems, Denver, Colorado, USA, 1987},
pages = {740--749},
publisher = {American Institue of Physics},
year = {1987},
url = {http://papers.nips.cc/paper/69-spatial-organization-of-neural-networks-a-probabilistic-modeling-approach},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/StafylopatisDK87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/performance/StafylopatisG87,
author = {Andreas Stafylopatis and
Erol Gelenbe},
editor = {Pierre{-}Jacques Courtois and
Guy Latouche},
title = {Delay Analysis of Resequencing Systems with Partial Ordering},
booktitle = {Performance '87, Proceedings of the 12th {IFIP} {WG} 7.3 International
Symposium on Computer Performance Modelling, Measurement and Evaluation,
Brussels, Belgium, 7-9 December 1987},
pages = {433--445},
publisher = {North-Holland},
year = {1987},
timestamp = {Mon, 03 Jun 2002 11:48:33 +0200},
biburl = {https://dblp.org/rec/conf/performance/StafylopatisG87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/GelenbeLS82,
author = {Erol Gelenbe and
Alain Lichnewsky and
Andreas Stafylopatis},
title = {Experience with the Parallel Solutions of Partial Differential Equations
on a Distributed Computing System},
journal = {{IEEE} Trans. Computers},
volume = {31},
number = {12},
pages = {1157--1164},
year = {1982},
url = {https://doi.org/10.1109/TC.1982.1675939},
doi = {10.1109/TC.1982.1675939},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/GelenbeLS82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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