{"product_id":"seriation-in-combinatorial-and-statistical-data-analysis-9783030926960","title":"Seriation in Combinatorial and Statistical Data Analysis","description":"\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eThis monograph explores the seriation domain in data analysis, building a specific relation to clustering. It offers original methods and compares them to classical methods, providing a thorough understanding of their mutual relationships. The experimental analysis is diverse and comprehensive, making it a valuable resource for students and researchers in Data Analysis, Data Mining, and Knowledge Discovery. \u003c\/blockquote\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 277 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 06 March 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer Nature Switzerland AG\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003eThis comprehensive monograph delves into the realm of seriation in data analysis, offering a novel and diverse exploration of this domain. It establishes a specific connection with clustering, formalizing the search for orders that correspond to a data table crossing a set of objects and a set of descriptive attributes. State-of-the-art methods are developed and compared with classical approaches, providing a thorough understanding of the mutual relationships between these methods. The authors categorize two families of methods: Geometric representation methods and Algorithmic and Combinatorial methods. Within these families, original and accurate methods are presented, with a basis and comparison made on both theoretical and experimental levels. The experimental analysis is extensive and comprehensive, covering a wide range of scenarios.\u003cbr\u003e\u003cbr\u003eSeria in Combinatorial and Statistical Data Analysis stands out in the literature as a unique contribution to Data Analysis, Data Mining, and Knowledge Discovery. It will be an invaluable resource for students and researchers in these fields.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 436g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 157 x 235 x 18 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783030926960\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 1st ed. 2022\u003c\/p\u003e","brand":"Israel Cesar Lerman,Henri Leredde","offers":[{"title":"Paperback \/ softback","offer_id":44307638976762,"sku":"9783030926960","price":119.55,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/noImage_1_b4dcd530-15b0-4161-895d-7890357e239f.jpg?v=1688110824","url":"https:\/\/shulphink.com\/products\/seriation-in-combinatorial-and-statistical-data-analysis-9783030926960","provider":"Shulph Ink","version":"1.0","type":"link"}