no code implementations • 11 Aug 2023 • Mojtaba Yeganejou, Kimia Honari, Ryan Kluzinski, Scott Dick, Michael Lipsett, James Miller
Our performance comparison with available fuzzy methods show that DCNFIS is now state-of-the-art fuzzy system and outperforms other shallow and deep fuzzy methods to the best of our knowledge.
no code implementations • 22 Apr 2021 • Ali Akbar Sadat Asl, Mohammad Mahdi Ershadi, Shahabeddin Sotudian, Xingyu Li, Scott Dick
The results show that the type-2 fuzzy expert system and ANFIS models perform competitively in terms of accuracy and F-measure compared to the other system modeling techniques.
1 code implementation • 22 Dec 2019 • Omolbanin Yazdanbakhsh, Scott Dick
The combination of neural network and fuzzy systems into neuro-fuzzy systems integrates fuzzy reasoning rules into the connectionist networks.
1 code implementation • 5 May 2019 • Omolbanin Yazdanbakhsh, Scott Dick
Traditional approaches employ hand-crafted features for classification while convolutional neural networks (CNN) are able to extract features automatically.