Statements (50)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Artificial Intelligence Model
Computational Intelligence Technique |
| gptkbp:advantage |
Interpretability
Generalization Ability Robustness to Noise |
| gptkbp:application |
gptkb:robot
gptkb:Speech_Recognition Image Processing Industrial Automation Medical Diagnosis Financial Forecasting |
| gptkbp:combines |
gptkb:Fuzzy_Logic
gptkb:Artificial_Neural_Networks |
| gptkbp:component |
gptkb:Inference_Engine
Learning Algorithms Hidden Layer Input Layer Output Layer Defuzzification Fuzzy Rules Fuzzy Sets Membership Functions Neural Network Layers |
| gptkbp:developedBy |
Researchers in Computational Intelligence
|
| gptkbp:feature |
Approximate Reasoning
Adaptive Structure Handling Uncertainty Learning Ability Nonlinear Mapping |
| https://www.w3.org/2000/01/rdf-schema#label |
Fuzzy Neural Networks
|
| gptkbp:limitation |
Computational Complexity
Overfitting Scalability Issues Parameter Selection |
| gptkbp:proposedBy |
1990s
|
| gptkbp:relatedTo |
gptkb:Machine_Learning
gptkb:Soft_Computing gptkb:Evolutionary_Computation gptkb:Adaptive_Neuro-Fuzzy_Inference_System gptkb:Neuro-Fuzzy_Systems Deep Learning Hybrid Systems |
| gptkbp:usedIn |
gptkb:Pattern_Recognition
Data Mining Control Systems Regression Time Series Prediction Classification |
| gptkbp:bfsParent |
gptkb:Fuzzy_Logic
|
| gptkbp:bfsLayer |
5
|