{"product_id":"relational-data-clustering-models-algorithms-and-applications-9781420072617","title":"Relational Data Clustering: Models, Algorithms, and Applications","description":"\u003cp\u003e • Author(s): Bo Long\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eA culmination of the authors' years of extensive research on this topic, \u003cstrong\u003eRelational Data Clustering\u003c\/strong\u003e\u003cstrong\u003e: Models, Algorithms, and Applications\u003c\/strong\u003e addresses the fundamentals and applications of relational data clustering. It describes theoretic models and algorithms and, through examples, shows how to apply these models and algorithms to solve real-world problems.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAfter defining the field, the book introduces different types of model formulations for relational data clustering, presents various algorithms for the corresponding models, and demonstrates applications of the models and algorithms through extensive experimental results. The authors cover six topics of relational data clustering: \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003col\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e \u003cli\u003eClustering on bi-type heterogeneous relational data\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cli\u003eMulti-type heterogeneous relational data \u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cli\u003eHomogeneous relational data clustering\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cli\u003eClustering on the most general case of relational data\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cli\u003eIndividual relational clustering framework\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cli\u003eRecent research on evolutionary clustering\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003c\/ol\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book focuses on both practical algorithm derivation and theoretical framework construction for relational data clustering. It provides a complete, self-contained introduction to advances in the field.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45235532857495,"sku":"9781420072617","price":8798.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781420072617.webp?v=1769210030","url":"https:\/\/atlanticbooks.com\/products\/relational-data-clustering-models-algorithms-and-applications-9781420072617","provider":"Atlantic Books","version":"1.0","type":"link"}