{"product_id":"machine-learning-for-safety-critical-applications","title":"Machine Learning for Safety-Critical Applications","description":"\u003ch1\u003e\u003cspan style=\"color: #262626;\"\u003eMachine Learning for Safety-Critical Applications\u003c\/span\u003e\u003c\/h1\u003e\n\u003cp\u003e\u003cspan style=\"color: #262626;\"\u003eAdvances in artificial intelligence, and specifically in machine learning, are enabling new capabilities across nearly every sector of the economy. Many of these applications - such as automated vehicles, the power grid, or surgical robots - are safety critical: where malfunctions can result in harm to people, the environment, or property. While machine learning is already being deployed to enhance the capabilities of some physical systems, extending the rigorous practices of safety engineering to include machine learning components brings significant challenges.Machine Learning for Safety-Critical Applications explores ways to safely integrate machine learning into physical systems and presents research priorities for improving safety, testing, and evaluation. This report finds that designing machine learning algorithms in a way that aligns with safety engineering standards will require changes in research, training, and engineering practice - as well as a shift away from focusing on algorithmic performance in isolation.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cbr\u003e\u003cstrong\u003eAutor:\u003c\/strong\u003e\u003cbr\u003eand Medicine Engineering National Academies of Sciences\u003cspan style=\"color: #b3b3b3;\"\u003e\u003cem\u003e)\u003c\/em\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-mce-fragment=\"1\"\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cstrong\u003eCaracterísticas técnicas:\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eTamaño cerrado 216 x 279 mm\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003e106 páginas interiores\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eTapa rústica\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan style=\"color: #262626;\"\u003eEncuadernación lomo cuadrado\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp data-mce-fragment=\"1\"\u003e\u003cspan style=\"color: #262626;\"\u003e\u003cspan style=\"color: #262626;\"\u003eEn Webook cuidamos el medio ambiente, imprimimos lo justo y este libro lo haremos especialmente para ti \u003cmeta charset=\"utf-8\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e","brand":"Bibliomanager","offers":[{"title":"Default Title","offer_id":48015750267017,"sku":"001-0000300943","price":27100.0,"currency_code":"CLP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0688\/5703\/6937\/files\/1561403_IMAGEN_TAPA_G_001.jpg?v=1787657039","url":"https:\/\/webook.cl\/products\/machine-learning-for-safety-critical-applications","provider":"WeBook","version":"1.0","type":"link"}