Zobrazeno 1 - 10
of 35
pro vyhledávání: '"Elkano, Mikel"'
Multimodal learning is a rapidly growing research field that has revolutionized multitasking and generative modeling in AI. While much of the research has focused on dealing with unstructured data (e.g., language, images, audio, or video), structured
Externí odkaz:
http://arxiv.org/abs/2403.04866
The Era of Big Data has forced researchers to explore new distributed solutions for building fuzzy classifiers, which often introduce approximation errors or make strong assumptions to reduce computational and memory requirements. As a result, Big Da
Externí odkaz:
http://arxiv.org/abs/1903.03324
We present a new distributed fuzzy partitioning method to reduce the complexity of multi-way fuzzy decision trees in Big Data classification problems. The proposed algorithm builds a fixed number of fuzzy sets for all variables and adjusts their shap
Externí odkaz:
http://arxiv.org/abs/1903.00345
Interpretability has always been a major concern for fuzzy rule-based classifiers. The usage of human-readable models allows them to explain the reasoning behind their predictions and decisions. However, when it comes to Big Data classification probl
Externí odkaz:
http://arxiv.org/abs/1902.09357
Publikováno v:
In Fuzzy Sets and Systems 1 October 2018 348:75-101
Autor:
Elkano, Mikel, Galar, Mikel, Sanz, José Antonio, Schiavo, Paula Fernanda, Pereira, Sidnei, Jr., Dimuro, Graçaliz Pereira, Borges, Eduardo N., Bustince, Humberto
Publikováno v:
In Applied Soft Computing Journal June 2018 67:728-740
Publikováno v:
In Neurocomputing 26 April 2018 287:22-33
Autor:
Lucca, Giancarlo, Sanz, José Antonio, Dimuro, Graçaliz Pereira, Bedregal, Benjamín, Asiain, Maria José, Elkano, Mikel, Bustince, Humberto
Publikováno v:
In Knowledge-Based Systems 1 March 2017 119:32-43
Autor:
Elkano, Mikel, Sanz, Jose Antonio, Galar, Mikel, Pȩkala, Barbara, Bentkowska, Urszula, Bustince, Humberto
Publikováno v:
In Information Sciences 10 November 2016 369:690-703
Autor:
Fernández, Alberto, Elkano, Mikel, Galar, Mikel, Sanz, José Antonio, Alshomrani, Saleh, Bustince, Humberto, Herrera, Francisco
Publikováno v:
In International Journal of Approximate Reasoning June 2016 73:108-122