{"product_id":"federated-learning-for-smart-communication-using-iot-application-1","title":"Federated Learning for Smart Communication using IoT Application","description":"\u003cp\u003eThe effectiveness of federated learning in high‑performance information systems and informatics‑based solutions for addressing current information support requirements is demonstrated in this book. To address heterogeneity challenges in Internet of Things (IoT) contexts, \u003ci\u003eFederated Learning for Smart Communication using IoT Application\u003c\/i\u003e analyses the development of personalized federated learning algorithms capable of mitigating the detrimental consequences of heterogeneity in several dimensions. It includes case studies of IoT‑based human activity recognition to show the efficacy of personalized federated learning for intelligent IoT applications.\u003c\/p\u003e\u003cp\u003eFeatures:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDemonstrates how federated learning offers a novel approach to building personalized models from data without invading users’ privacy\u003c\/li\u003e\n\u003cli\u003eDescribes how federated learning may assist in understanding and learning from user behavior in IoT applications while safeguarding user privacy\u003c\/li\u003e\n\u003cli\u003ePresents a detailed analysis of current research on federated learning, providing the reader with a broad understanding of the area\u003c\/li\u003e\n\u003cli\u003eAnalyses the need for a personalized federated learning framework in cloud‑edge and wireless‑edge architecture for intelligent IoT applications\u003c\/li\u003e\n\u003cli\u003eComprises real‑life case illustrations and examples to help consolidate understanding of topics presented in each chapter\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book is recommended for anyone interested in federated learning‑based intelligent algorithms for smart communications.\u003c\/p\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Product","offer_id":57539555754328,"sku":"9781032788135","price":64.99,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781032788135.jpg?v=1781952369","url":"https:\/\/agendabookshop.com\/products\/federated-learning-for-smart-communication-using-iot-application-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}