{"product_id":"farme-d-approach-to-knowledge-acquisition-von-olufunke-oladipupo","title":"FARME-D Approach to Knowledge Acquisition","description":"\u003cp\u003eThis book tackles two concerns of knowledge engineers in designing and developing a fuzzy rule-based expert system (FES). First is to acquire a knowledge-base that emulates human perception of application domain concept in order to avoid sharp boundary problems. Second is the need for modelling a comprehensive fuzzy rule-based expert system which eliminates redundant rules in order to solve the problem of rule-base unwieldiness and provide for knowledge-base instant updates. This book introduces Fuzzy Association Rule Mining Expert-Driven (FARME-D) approach to knowledge acquisition. In doing this, the Apriori-like Fuzzy Association Rule Mining algorithm was adopted. Adopting FARME-D automated knowledge acquisition in modelling fuzzy expert system eliminates redundant rules and save memory usage. The rules generated based on expert-driven approach correspond to human perception of the application domain as compared to data-driven approach. Also, the integration of FARME-D approach to standard fuzzy expert system architecture provides for knowledge-base instant updates and resulted in a novel architecture called Fuzzy Association Rule Mining Expert System (FARMES).\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659215940\"\u003e\u003ch3\u003eA Fuzzy Association Rule Mining Expert-Driven Approach to Knowledge Acquisition\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783659215940","offer_id":39487754305629,"sku":"9783659215940","price":68.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/f18186af-d43d-49e7-b5c1-041ab871697d.jpg?v=1774934259","url":"https:\/\/shop.autorenwelt.de\/products\/farme-d-approach-to-knowledge-acquisition-von-olufunke-oladipupo","provider":"Autorenwelt Shop","version":"1.0","type":"link"}