{"product_id":"9783031487422","title":"Feature and Dimensionality Reduction for Clustering with Deep Learning","description":"This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question. The authors first present a synthesis of the major recent influencing techniques and \"tricks\" participating in recent advances in deep clustering, as well as a recall of the main deep learning architectures. Secondly, the book highlights the most popular works by “family” to provide a more suitable starting point from which to develop a full understanding of the domain. Overall, the book proposes a comprehensive up-to-date review of deep feature selection and deep clustering methods with particular attention to the knowledge discovery question and under a multi-criteria analysis. The book can be very helpful for young researchers, non-experts, and R\u0026amp;D AI engineers.","brand":"Frederic Ros","offers":[{"title":"Default Title","offer_id":47716117479742,"sku":"9783031487422","price":4762.0,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/files\/9783031487422.jpg?v=1715077388","url":"https:\/\/exclusivebooks.co.za\/products\/9783031487422","provider":"Exclusive Books Online","version":"1.0","type":"link"}