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- A study on the suitability of different pooling operators for Convolutional Neural Networks in the prediction of COVID-19 through chest x-ray image analysis / aut. Iosu Rodriguez-Martinez, Pablo Ursua-Medrano, Javier Fernandez, Zdenko Takáč, Humberto Bustince
Rodriguez-Martinez Iosu Ursua-Medrano Pablo Fernandez Javier Takáč Zdenko ; 066000 Bustince Humberto
Expert Systems with Applications . Vol. 235, (2024), art. no. 121162, s.1-11
convolutional neural networks Pooling functions aggregation functions COVID-19 SARS-CoV-2
https://www.sciencedirect.com/science/article/pii/S0957417423016640?via%3Dihub
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article
- Fusion functions based on a soft-penalty function / aut. Zdenko Takáč, Ľubomíra Horanská, Iosu Rodriguez, Humberto Bustince
Takáč Zdenko ; 047270 Horanská Ľubomíra ; 047270 Rodriguez Iosu Bustince Humberto
USB Proceedings of the 20th International Conference on Modeling Decisions for Artificial Intelligence . S. 177-188
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AFC - Reports at international scientific conferences
V2 - Vedecký výstup publikačnej činnosti ako časť editovanej knihy alebo zborníkaarticle
- Measures of embedding for interval-valued fuzzy sets / Author Agustina Bouchet, Mikel Sesma-Sara, Gustavo Ochoa, Humberto Bustince, Susana Montes, Irene Diaz
Bouchet Agustina Sesma-Sara Mikel Ochoa Gustavo Bustince Humberto Montes Susana Diaz Irene
Fuzzy Sets and Systems : . No. 467 (2023), art. no. 108505
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(1) - článokarticle
- Some Construction Methods for Pseudo-Overlaps and Pseudo-Groupings and Their Application in Group Decision Making / Author Diego Garcia-Zamora, Rui Paiva, Anderson Cruz, Javier Fernandez, Humberto Bustince
Garcia-Zamora Diego Paiva Rui Cruz Anderson Fernandez Javier Bustince Humberto
Axioms : . Vol. 12, iss. 6 (2023), art. no. 589
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- VCI-LSTM: Vector Choquet Integral-Based Long Short-Term Memory / aut. Mikel Ferrero-Jaurieta, Zdenko Takáč, Javier Fernandez, Ľubomíra Horanská, Gracaliz Pereira Dimuro, Susana Montes, Humberto Bustince, Irene Diaz
Ferrero-Jaurieta Mikel Takáč Zdenko ; 047270 Fernandez Javier Horanská Ľubomíra ; 047270 Dimuro Gracaliz Pereira Montes Susana Bustince Humberto Diaz Irene
IEEE Transactions on fuzzy systems . Vol. 31, iss. 7 (2023), s. 2238-2250
https://ieeexplore.ieee.org/document/9950304
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- Generalizing max pooling via (𝑎, 𝑏)-grouping functions for Convolutional Neural Networks
Rodriguez-Martinez Iosu Asmus Tiago da Cruz Dimuro Gracaliz Pereira Herrera Francisco Takáč Zdenko ; 066000 Bustince Humberto
Information Fusion : . Vol. 99, (2023), art. no. 101893, s. 1-11
convolutional neural networks grouping functions Pooling functions Image classification
https://www.sciencedirect.com/science/article/pii/S1566253523002099
článok z periodika
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V3 - Vedecký výstup publikačnej činnosti z časopisuarticle
- Type-(2,k) Overlap Indices / aut. Antonio Francisco Roldán López De Hierro, Concepcion Roldan, Miguel Angel Tiscar, Zdenko Takáč, Regivan H. N. Santiago, Gracaliz Pereira Dimuro, Javier Fernandez, Humberto Bustince
De Hierro Antonio Francisco Roldán López Roldan Concepcion Tiscar Miguel Angel Takáč Zdenko ; 047270 Santiago Regivan H. N. Dimuro Gracaliz Pereira Fernandez Javier Bustince Humberto
IEEE Transactions on fuzzy systems . Vol. 31, iss. 3 (2023), s. 860-874
https://ieeexplore.ieee.org/document/9830621
článok z periodika
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- Degree of totalness: How to choose the best admissible permutation for vector fuzzy integration
Ferrero-Jaurrieta Mikel Horanská Ľubomíra ; 047270 Lafuente Julio Mesiar Radko ; 010220 Dimuro Gracaliz Pereira Takáč Zdenko ; 066000 Gómez Marisol Fernández Javier Bustince Humberto
Fuzzy Sets and Systems : . No. 466 (2023), [15] s., art. no. 108461
degree of totalness admissible permutation vector Choquet integral fuzzy integration best admissible permutation
https://www.sciencedirect.com/science/article/abs/pii/S0165011422005164
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- A framework for generalized monotonicity of fusion functions
Sesma-Sara Mikel Šeliga Adam ; 010220 Boczek Michal Jin LeSheng Kaluszka Marek Kalina Martin ; 010220 Bustince Humberto Mesiar Radko ; 010220
Information Fusion : . No. 97 (2023), [13] s., art. no. 101815
fusion function aggregation function monotonicity generalized monotonicity sentiment analysis text classification
https://www.sciencedirect.com/science/article/pii/S1566253523001240
článok z periodika
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- Bi-polar preference based weights allocation with incomplete fuzzy relations
Jin LeSheng Chen Zhen-Song Zhang Jiang-Yuan Yager Ronald R. Mesiar Radko ; 010220 Kalina Martin ; 010220 Bustince Humberto Martínez Luis
Information Sciences . No. 621 (2023), s. 308-318
aggregation theory basic unit monotonic function bipolar preference fuzzy relation ordered weighted averaging (OWA) operator weights allocation
https://www.sciencedirect.com/science/article/pii/S0020025522013883
článok z periodika
ADC - Scientific titles in foreign carented magazines and noticed year-books
V3 - Vedecký výstup publikačnej činnosti z časopisuarticle