{"product_id":"explainable-interpretable-and-transparent-ai-systems","title":"Explainable, Interpretable, and Transparent AI Systems","description":"\u003cp\u003eTransparent Artificial Intelligence (AI) systems facilitate understanding the decision-making process and provide opportunities in various aspects of explaining of AI models. This book provides up-to-date information on the latest advancements in the field of explainable AI, which is the critical requirement of AI\/ML\/DL models. It provides examples, case studies, latest techniques, and applications from domains such as healthcare, finance, and network security. It also covers open-source interpretable tool kits so that practitioners can use them in their domains.\u003c\/p\u003e\u003cp\u003eFeatures:\u003c\/p\u003e\u003cul\u003e \u003cli\u003ePresents clear focus on the application of explainable AI systems while tackling important issues of “interpretability” and “transparency”.\u003c\/li\u003e \u003cli\u003eReviews adept handling with respect to existing software and evaluation issues of interpretability.\u003c\/li\u003e \u003cli\u003eProvides insights into simple interpretable models such as decision trees, decision rules, and linear regression.\u003c\/li\u003e \u003cli\u003eFocuses on interpreting black box models like feature importance and accumulated local effects.\u003c\/li\u003e \u003cli\u003eDiscusses capabilities of explainability and interpretability.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThis book is aimed at graduate students and professionals in computer engineering and networking communications.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45588418789614,"sku":"9781032528564","price":235.2,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/explainable-interpretable-and-transparent-ai-systems","provider":"Book Land AU","version":"1.0","type":"link"}