Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques
Vladik Kreinovich
Broschiertes Buch

Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques

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Modern AI techniques -- especially deep learning -- provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. The problem is that not all these recommendations are good -- and since deep learning provides no explanations, we cannot tell which recommendations are good. It is therefore desirable to provide natural-language explanation of the numerical AI recommendations. The need to connect natural language rules and numerical decisions is known since 1960s, when the need emerged to incorporate expert knowledge -- described by i...