Application of Evidence Theory for Training Fuzzy Neural Networks in Diagnostic Systems

Author:

Ivanov V. K.,Palyukh B. V.

Publisher

Pleiades Publishing Ltd

Subject

Computer Vision and Pattern Recognition

Reference12 articles.

1. S. Cuervo, TensorFlow implementation of the Adaptive Neuro-Based Fuzzy Inference System (ANFIS). https://github.com/tiagoCuervo/TensorANFIS. Cited January 24, 2023.

2. S. Ferson and K. Sentz, Combination of Evidence in Dempster-Shafer Theory, Report SAND 2002-0835 (Sandia National Laboratories, 2002).

3. G. Gregor, An implementation of Adaptive-Network-Based Fuzzy Inference System (ANFIS) based on Keras on top of TensorFlow. https://github.com/gregorLen/AnfisTensorflow2.0. Cited January 24, 2023.

4. V. K. Ivanov, I. V. Obraztsov, and B. V. Palyukh, “Implementing an expert system to evaluate technical solutions innovativeness,” Software Syst. 32, 696–707 (2019). https://doi.org/10.15827/0236-235X.128.696-70

5. V. K. Ivanov and B. V. Palyukh, “A software platform demonstrator for configuring ANFIS neural network hyperparameters in fuzzy systems,” Software Syst. 35, 609–617 (2022). https://doi.org/10.15827/0236-235X.140.609-617

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