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@inproceedings{DBLP:conf/icaisc/Abayomi-AlliSDS20,
author = {Olusola Oluwakemi Abayomi{-}Alli and
Tatjana Sidekerskiene and
Robertas Damasevicius and
Jakub Silka and
Dawid Polap},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Empirical Mode Decomposition Based Data Augmentation for Time Series
Prediction Using {NARX} Network},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {702--711},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_65},
doi = {10.1007/978-3-030-61401-0\_65},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/Abayomi-AlliSDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/AloyayriK20,
author = {Abdulrahman Aloyayri and
Adam Krzyzak},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Breast Cancer Classification from Histopathological Images Using Transfer
Learning and Deep Neural Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {491--502},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_45},
doi = {10.1007/978-3-030-61401-0\_45},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/AloyayriK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Alvarez-Machancoses20,
author = {{\'{O}}scar {\'{A}}lvarez{-}Machancoses and
Enrique J. deAndr{\'{e}}s{-}Galiana and
Juan Luis Fern{\'{a}}ndez Mart{\'{\i}}nez and
Andrzej Kloczkowski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {The Utilization of Different Classifiers to Perform Drug Repositioning
in Inclusion Body Myositis Supports the Concept of Biological Invariance},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {589--598},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_55},
doi = {10.1007/978-3-030-61401-0\_55},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Alvarez-Machancoses20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/BanachS20,
author = {Michal Banach and
Ewa Skubalska{-}Rafajlowicz},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A Synergy of Freezing and Dropout - {A} New Learning Strategy of Convolutional
Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {3--14},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_1},
doi = {10.1007/978-3-030-61401-0\_1},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/BanachS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/BartczukDG20,
author = {Lukasz Bartczuk and
Piotr Dziwi{\~{n}}ski and
Piotr Goetzen},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Nonlinear Fuzzy Modelling of Dynamic Objects with Fuzzy Hybrid Particle
Swarm Optimization and Genetic Algorithm},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {315--325},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_30},
doi = {10.1007/978-3-030-61401-0\_30},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/BartczukDG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/BilskiKZ20,
author = {Jaroslaw Bilski and
Bartosz Kowalczyk and
Jacek M. Zurada},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A New Algorithm with a Line Search for Feedforward Neural Networks
Training},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {15--26},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_2},
doi = {10.1007/978-3-030-61401-0\_2},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/BilskiKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/BilskiS20,
author = {Jaroslaw Bilski and
Jacek Smolag},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Fast Conjugate Gradient Algorithm for Feedforward Neural Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {27--38},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_3},
doi = {10.1007/978-3-030-61401-0\_3},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/BilskiS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/BorkowskiCK20,
author = {Piotr Borkowski and
Krzysztof Ciesielski and
Mieczyslaw A. Klopotek},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Semantic Classifier Approach to Document Classification},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {657--667},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_61},
doi = {10.1007/978-3-030-61401-0\_61},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/BorkowskiCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Bujok20,
author = {Petr Bujok},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {On the Performance and Complexity of Crossover in Differential Evolution
Algorithm},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {363--375},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_34},
doi = {10.1007/978-3-030-61401-0\_34},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Bujok20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ChoSLSKLL20,
author = {Sooah Cho and
Su Jeong Song and
Joonseok Lee and
JiEun Song and
Min Soo Kim and
Minyoung Lee and
Joonho Lee},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Predicting Coronary Artery Calcium Score from Retinal Fundus Photographs
Using Convolutional Neural Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {599--612},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_56},
doi = {10.1007/978-3-030-61401-0\_56},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/ChoSLSKLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/CiecierskiK20,
author = {Konrad A. Ciecierski and
Mariusz Kamola},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Comparison of Text Classification Methods for Government Documents},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {39--49},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_4},
doi = {10.1007/978-3-030-61401-0\_4},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/CiecierskiK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/CruzSB20,
author = {Luigi Freitas Cruz and
Priscila Tiemi Maeda Saito and
Pedro Henrique Bugatti},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {DeepCloud: An Investigation of Geostationary Satellite Imagery Frame
Interpolation for Improved Temporal Resolution},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {50--59},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_5},
doi = {10.1007/978-3-030-61401-0\_5},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/CruzSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/CulerU20,
author = {Lukasz Culer and
Olgierd Unold},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Visualization of Membership Distribution in Strings Using Heat Maps},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {503--513},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_47},
doi = {10.1007/978-3-030-61401-0\_47},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/CulerU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/DiepTZ20,
author = {Quoc Bao Diep and
Thanh Cong Truong and
Ivan Zelinka},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Obstacle Avoidance for Drones Based on the Self-Organizing Migrating
Algorithm},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {376--386},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_35},
doi = {10.1007/978-3-030-61401-0\_35},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/DiepTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Dudek20,
author = {Grzegorz Dudek},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Are Direct Links Necessary in Random Vector Functional Link Networks
for Regression?},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {60--70},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_6},
doi = {10.1007/978-3-030-61401-0\_6},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Dudek20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Dymova20,
author = {Ludmila Dymova},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A Numerical Solution of Fully Fuzzy Distribution Problem},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {305--314},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_29},
doi = {10.1007/978-3-030-61401-0\_29},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/Dymova20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Emmendorfer20,
author = {Leonardo Ramos Emmendorfer},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {An Empirical Evaluation of Global Fitness Surrogate Models in Evolutionary
Computation},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {387--396},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_36},
doi = {10.1007/978-3-030-61401-0\_36},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Emmendorfer20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/FraczekI20,
author = {Ewa Fraczek and
Bartosz Idzkowski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Artificial Intelligent Methods for the Location of Vortex Points},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {71--77},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_7},
doi = {10.1007/978-3-030-61401-0\_7},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/FraczekI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/FrohlichG20,
author = {Piotr Fr{\"{o}}hlich and
Erol Gelenbe},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Optimal Fog Services Placement in {SDN} IoT Network Using Random Neural
Networks and Cognitive Network Map},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {78--89},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_8},
doi = {10.1007/978-3-030-61401-0\_8},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/FrohlichG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/GadriN20,
author = {Said Gadri and
Erich J. Neuhold},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Building Best Predictive Models Using {ML} and {DL} Approaches to
Categorize Fashion Clothes},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {90--102},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_9},
doi = {10.1007/978-3-030-61401-0\_9},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/GadriN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Gierdziewicz20,
author = {Maciej Gierdziewicz},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Mesh Geometric Parameters for Modeling Signal Transmission in the
Presynaptic Bouton},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {613--625},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_57},
doi = {10.1007/978-3-030-61401-0\_57},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Gierdziewicz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/GlushchenkoPL20,
author = {Anton I. Glushchenko and
Vladislav A. Petrov and
Konstantin A. Lastochkin},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Method of Real Time Calculation of Learning Rate Value to Improve
Convergence of Neural Network Training},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {103--113},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_10},
doi = {10.1007/978-3-030-61401-0\_10},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/GlushchenkoPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Grabska-Gradzinska20,
author = {Iwona Grabska{-}Gradzinska and
Leszek Nowak and
Ewa Grabska},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Automatic Story Generation Based on Graph Model Using Godot Engine},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {397--405},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_37},
doi = {10.1007/978-3-030-61401-0\_37},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Grabska-Gradzinska20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Grzesiak-KopecO20,
author = {Katarzyna Grzesiak{-}Kopec and
Maciej Ogorzalek},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A Parallel and Distributed Topological Approach to 3D {IC} Optimal
Layout Design},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {668--678},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_62},
doi = {10.1007/978-3-030-61401-0\_62},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Grzesiak-KopecO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/HeYK20,
author = {Xuanlin He and
Jie Yang and
Nikola K. Kasabov},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Application of an Improved Focal Loss in Vehicle Detection},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {114--123},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_11},
doi = {10.1007/978-3-030-61401-0\_11},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/HeYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/HeusingerS20,
author = {Moritz Heusinger and
Frank{-}Michael Schleif},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Random Projection in the Presence of Concept Drift in Supervised Environments},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {514--524},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_48},
doi = {10.1007/978-3-030-61401-0\_48},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/HeusingerS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/JabeenGT20,
author = {Fakhra Jabeen and
Charlotte Gerritsen and
Jan Treur},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {From Victim to Survivor: {A} Multilayered Adaptive Mental Network
Model of a Bully Victim},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {679--689},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_63},
doi = {10.1007/978-3-030-61401-0\_63},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/JabeenGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/JaworskiRA20,
author = {Maciej Jaworski and
Leszek Rutkowski and
Plamen Angelov},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Concept Drift Detection Using Autoencoders in Data Streams Processing},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {124--133},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_12},
doi = {10.1007/978-3-030-61401-0\_12},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/JaworskiRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/KazikovaLPS20,
author = {Anezka Kazikova and
Krystian Lapa and
Michal Pluhacek and
Roman Senkerik},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Cascade {PID} Controller Optimization Using Bison Algorithm},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {406--416},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_38},
doi = {10.1007/978-3-030-61401-0\_38},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/KazikovaLPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/KlawikowskaMG20,
author = {Zuzanna Klawikowska and
Agnieszka Mikolajczyk and
Michal Grochowski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Explainable {AI} for Inspecting Adversarial Attacks on Deep Neural
Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {134--146},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_14},
doi = {10.1007/978-3-030-61401-0\_14},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/KlawikowskaMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/KojeckyZ20,
author = {Lum{\'{\i}}r Kojeck{\'{y}} and
Ivan Zelinka},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {On the Similarity Between Neural Network and Evolutionary Algorithm},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {147--158},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_15},
doi = {10.1007/978-3-030-61401-0\_15},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/KojeckyZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/KonopczynskiHWG20,
author = {Tomasz K. Konopczynski and
Ron Heiman and
Piotr Woznicki and
Pawel Gniewek and
Marie{-}C{\'{e}}cilia Duvernoy and
Oskar Hallatschek and
J{\"{u}}rgen Hesser},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Instance Segmentation of Densely Packed Cells Using a Hybrid Model
of U-Net and Mask {R-CNN}},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {626--635},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_58},
doi = {10.1007/978-3-030-61401-0\_58},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/KonopczynskiHWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/KostrzewaKB20,
author = {Daniel Kostrzewa and
Konrad Karczewski and
Robert Brzeski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Optimization of the Values of Classifiers Parameters - Is it Still
Worthwhile to Deal with it?},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {417--428},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_39},
doi = {10.1007/978-3-030-61401-0\_39},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/KostrzewaKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/LapaCNW20,
author = {Krystian Lapa and
Krzysztof Cpalka and
Tacjana Niksa{-}Rynkiewicz and
Lipo Wang},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A Population-Based Method with Selection of a Search Operator},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {429--444},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_40},
doi = {10.1007/978-3-030-61401-0\_40},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/LapaCNW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/LimG20,
author = {Ye{-}Sheen Lim and
Denise Gorse},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Deep Recurrent Modelling of Stationary Bitcoin Price Formation Using
the Order Flow},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {170--179},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_17},
doi = {10.1007/978-3-030-61401-0\_17},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/LimG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/LimaSLB20,
author = {Raul de Ara{\'{u}}jo Lima and
R{\^{o}}mulo C{\'{e}}sar Costa de Sousa and
H{\'{e}}lio Lopes and
Simone Diniz Junqueira Barbosa},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Brazilian Lyrics-Based Music Genre Classification Using a {BLSTM}
Network},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {525--534},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_49},
doi = {10.1007/978-3-030-61401-0\_49},
timestamp = {Thu, 20 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/LimaSLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/LiuLH20,
author = {Muzi Liu and
Ho{-}fung Leung and
Jianye Hao},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Faster Convention Emergence by Avoiding Local Conventions in Reinforcement
Social Learning},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {690--701},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_64},
doi = {10.1007/978-3-030-61401-0\_64},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/LiuLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/LopatinK20,
author = {Vladyslav Lopatin and
Bogdan Kwolek},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {6D Pose Estimation of Texture-Less Objects on {RGB} Images Using CNNs},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {180--192},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_18},
doi = {10.1007/978-3-030-61401-0\_18},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/LopatinK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/LucasTPCP20,
author = {Thiago Jos{\'{e}} Lucas and
Carlos Alexandre Carvalho Tojeiro and
Rafael Goncalves Pires and
Kelton Augusto Pontara da Costa and
Jo{\~{a}}o Paulo Papa},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Machine Learning for Web Intrusion Detection: {A} Comparative Analysis
of Feature Selection Methods mRMR and {PFI}},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {535--546},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_50},
doi = {10.1007/978-3-030-61401-0\_50},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/LucasTPCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/MilczarskiW20,
author = {Piotr Milczarski and
Lukasz Was},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Blue-White Veil Classification in Dermoscopy Images of the Skin Lesions
Using Convolutional Neural Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {636--645},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_59},
doi = {10.1007/978-3-030-61401-0\_59},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/MilczarskiW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ModrzejewskiSR20,
author = {Mateusz Modrzejewski and
Jakub Szachewicz and
Przemyslaw Rokita},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Application of Neural Networks and Graphical Representations for Musical
Genre Classification},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {193--202},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_19},
doi = {10.1007/978-3-030-61401-0\_19},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/ModrzejewskiSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/MusavishavaziBV20,
author = {Seyedfakhredin Musavishavazi and
Mehrdad Mohannazadeh Bakhtiari and
Thomas Villmann},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A Mathematical Model for Optimum Error-Reject Trade-Off for Learning
of Secure Classification Models in the Presence of Label Noise During
Training},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {547--554},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_51},
doi = {10.1007/978-3-030-61401-0\_51},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/MusavishavaziBV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/PalkowskiBG20,
author = {Marek Palkowski and
Wlodzimierz Bielecki and
Mateusz Gruzewski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Automatic Generation of Parallel Cache-Efficient Code Implementing
Zuker's {RNA} Folding},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {646--654},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_60},
doi = {10.1007/978-3-030-61401-0\_60},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/PalkowskiBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/PawaraBSW20,
author = {Pornntiwa Pawara and
Alina Boshchenko and
Lambert R. B. Schomaker and
Marco A. Wiering},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Deep Learning with Data Augmentation for Fruit Counting},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {203--214},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_20},
doi = {10.1007/978-3-030-61401-0\_20},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/PawaraBSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/PelkaD20,
author = {Pawel Pelka and
Grzegorz Dudek},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Ensemble Forecasting of Monthly Electricity Demand Using Pattern Similarity-Based
Methods},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {712--723},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_66},
doi = {10.1007/978-3-030-61401-0\_66},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/PelkaD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/PuchalskiR20,
author = {Bartosz Puchalski and
Tomasz A. Rutkowski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Approximation of Fractional Order Dynamic Systems Using Elman, {GRU}
and {LSTM} Neural Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {215--230},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_21},
doi = {10.1007/978-3-030-61401-0\_21},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/PuchalskiR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Rafajlowicz20,
author = {Wojciech Rafajlowicz},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A Markov Process Approach to Redundancy in Genetic Algorithms},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {445--453},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_41},
doi = {10.1007/978-3-030-61401-0\_41},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Rafajlowicz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/RoderPRBFP20,
author = {Mateus Roder and
Leandro A. Passos and
Luiz Carlos Felix Ribeiro and
Barbara Caroline Benato and
Alexandre Xavier Falc{\~{a}}o and
Jo{\~{a}}o Paulo Papa},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Intestinal Parasites Classification Using Deep Belief Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {242--251},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_23},
doi = {10.1007/978-3-030-61401-0\_23},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/RoderPRBFP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/RoderPRPP20,
author = {Mateus Roder and
Leandro A. Passos and
Luiz Carlos Felix Ribeiro and
Clayton R. Pereira and
Jo{\~{a}}o Paulo Papa},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A Layer-Wise Information Reinforcement Approach to Improve Learning
in Deep Belief Networks},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {231--241},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_22},
doi = {10.1007/978-3-030-61401-0\_22},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/RoderPRPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/RomanovYF20,
author = {Anton Romanov and
Nadezhda G. Yarushkina and
Aleksey A. Filippov},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Application of Time Series Analysis and Forecasting Methods for Enterprise
Decision-Management},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {326--337},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_31},
doi = {10.1007/978-3-030-61401-0\_31},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/RomanovYF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/RutkowskaKR20,
author = {Danuta Rutkowska and
Damian Kurach and
Elisabeth Rakus{-}Andersson},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Face Recognition with Explanation by Fuzzy Rules and Linguistic Description},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {338--350},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_32},
doi = {10.1007/978-3-030-61401-0\_32},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/RutkowskaKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Sevastjanov20,
author = {Pavel V. Sevastjanov},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Redefinition of Intuitionistic Fuzzy {TOPSIS} Method in the Framework
of Evidence Theory},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {351--360},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_33},
doi = {10.1007/978-3-030-61401-0\_33},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/Sevastjanov20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Slowik20,
author = {Adam Slowik},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Fuzzy Control of Exploration and Exploitation Trade-Off with On-Line
Convergence Rate Estimation in Evolutionary Algorithms},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {454--463},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_42},
doi = {10.1007/978-3-030-61401-0\_42},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/Slowik20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/StarczewskiC20,
author = {Artur Starczewski and
Andrzej Cader},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Grid-Based Approach to Determining Parameters of the {DBSCAN} Algorithm},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {555--565},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_52},
doi = {10.1007/978-3-030-61401-0\_52},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/StarczewskiC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/TothS20,
author = {L{\'{a}}szl{\'{o}} T{\'{o}}th and
Amin Honarmandi Shandiz},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {3D Convolutional Neural Networks for Ultrasound-Based Silent Speech
Interfaces},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {159--169},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_16},
doi = {10.1007/978-3-030-61401-0\_16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/TothS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/TripathiSS20,
author = {Mayank Tripathi and
Divyanshu Singh and
Seba Susan},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Speaker Recognition Using SincNet and X-Vector Fusion},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {252--260},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_24},
doi = {10.1007/978-3-030-61401-0\_24},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/TripathiSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/VianaJC20,
author = {Monique Simplicio Viana and
Orides Morandin Junior and
Rodrigo Colnago Contreras},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {An Improved Local Search Genetic Algorithm with Multi-crossover for
Job Shop Scheduling Problem},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {464--479},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_43},
doi = {10.1007/978-3-030-61401-0\_43},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/VianaJC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/VidnerovaPN20,
author = {Petra Vidnerov{\'{a}} and
Step{\'{a}}n Proch{\'{a}}zka and
Roman Neruda},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Multiobjective Evolution for Convolutional Neural Network Architecture
Search},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {261--270},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_25},
doi = {10.1007/978-3-030-61401-0\_25},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/VidnerovaPN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/WojcikKT20,
author = {Krzysztof W{\'{o}}jcik and
Tomasz Kulpa and
Krzysztof Trojanowski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Particle Classification Based on Movement Behavior in {IPSO} Stochastic
Model},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {566--575},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_53},
doi = {10.1007/978-3-030-61401-0\_53},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/WojcikKT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Wrosz20,
author = {Izajasz P. Wrosz},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Neural Network Subgraphs Correlation with Trained Model Accuracy},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {271--279},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_26},
doi = {10.1007/978-3-030-61401-0\_26},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Wrosz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ZajdelKKZ20,
author = {Roman Zajdel and
Maciej Kusy and
Jacek Kluska and
Tomasz Zabinski},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Weighted Feature Selection Method for Improving Decisions in Milling
Process Diagnosis},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {280--291},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_27},
doi = {10.1007/978-3-030-61401-0\_27},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/ZajdelKKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ZalasinskiCNH20,
author = {Marcin Zalasinski and
Krzysztof Cpalka and
Tacjana Niksa{-}Rynkiewicz and
Yoichi Hayashi},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Signature Partitioning Using Selected Population-Based Algorithms},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {480--488},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_44},
doi = {10.1007/978-3-030-61401-0\_44},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/ZalasinskiCNH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ZamorskiZS20,
author = {Maciej Zamorski and
Maciej Zieba and
Jerzy Swiatek},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Generative Modeling in Application to Point Cloud Completion},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {292--302},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_28},
doi = {10.1007/978-3-030-61401-0\_28},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/ZamorskiZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ZyblewskiKW20,
author = {Pawel Zyblewski and
Pawel Ksieniewicz and
Michal Wozniak},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Combination of Active and Random Labeling Strategy in the Non-stationary
Data Stream Classification},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
pages = {576--585},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0\_54},
doi = {10.1007/978-3-030-61401-0\_54},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/ZyblewskiKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icaisc/2020-1,
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Artificial Intelligence and Soft Computing - 19th International Conference,
{ICAISC} 2020, Zakopane, Poland, October 12-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12415},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61401-0},
doi = {10.1007/978-3-030-61401-0},
isbn = {978-3-030-61400-3},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/2020-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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