{"product_id":"foundations-of-large-scale-multimedia-information-management-and-retrieval-mathematics-of-perception-von-edward-y-chang","title":"Foundations of Large-Scale Multimedia Information Management and Retrieval","description":"\n                                \n                \u003cp\u003e\n                                        \"Foundations of Large-Scale Multimedia Information Management and Retrieval: Mathematics of Perception\"\n                    \n                    \u003ci\u003e \u003c\/i\u003e\n                                        covers knowledge representation and semantic analysis of multimedia data and scalability in signal extraction, data mining, and indexing. The book is divided into two parts: Part I - Knowledge Representation and Semantic Analysis focuses on the key components of mathematics of perception as it applies to data management and retrieval. These include feature selection\/reduction, knowledge representation, semantic analysis, distance function formulation for measuring similarity, and multimodal fusion. Part II - Scalability Issues presents indexing and distributed methods for scaling up these components for high-dimensional data and Web-scale datasets. The book presents some real-world applications and remarks on future research and development directions. \n                \n                \u003c\/p\u003e\n                                \n                \u003cp\u003eThe book is designed for researchers, graduate students, and practitioners in the fields of Computer Vision, MachineLearning, Large-scale Data Mining, Database, and Multimedia Information Retrieval.\u003c\/p\u003e\n                                \n                \u003cp\u003eDr. Edward Y. Chang was a professor at the Department of Electrical \u0026amp; Computer Engineering, University of California at Santa Barbara, before he joined Google as a research director in 2006. Dr. Chang received his M.S. degree in Computer Science and Ph.D degree in Electrical Engineering, both from Stanford University.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783642441288\"\u003e\u003ch3\u003eMathematics of Perception\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783642204289\"\u003e\u003ch3\u003eMathematics of Perception\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783642441288","offer_id":39429988384861,"sku":"9783642441288","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783642204289","offer_id":47109773427013,"sku":"9783642204289","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/a8a6c402-3ef4-4085-b6c8-b35809c3e310.jpg?v=1760764830","url":"https:\/\/shop.autorenwelt.de\/products\/foundations-of-large-scale-multimedia-information-management-and-retrieval-mathematics-of-perception-von-edward-y-chang","provider":"Autorenwelt Shop","version":"1.0","type":"link"}