{"product_id":"feature-and-dimensionality-reduction-for-clustering-with-deep-learning-von-frederic-ros-und-rabia-riad","title":"Feature and Dimensionality Reduction for Clustering with Deep Learning","description":"\n                                \n                \u003cp\u003e\n                                        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.\n                    \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                                \n                \u003cp\u003e\n                                        \n                    \u003cbr\u003e\n                                    \n                \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031487453\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031487422\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783031487453","offer_id":53930014736709,"sku":"9783031487453","price":128.39,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783031487422","offer_id":47483391181125,"sku":"9783031487422","price":128.39,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/c6d5c262-4787-4aab-8b46-917bc2eb4675.jpg?v=1773379252","url":"https:\/\/shop.autorenwelt.de\/en\/products\/feature-and-dimensionality-reduction-for-clustering-with-deep-learning-von-frederic-ros-und-rabia-riad","provider":"Autorenwelt Shop","version":"1.0","type":"link"}