{"product_id":"data-mining-for-association-rules-and-sequential-patterns-algorithms","title":"Data Mining for Association Rules and Sequential Patterns - Algorithms","description":"\u003cp\u003eIn this review of Data Mining for Association Rules and Sequential Patterns: Sequential and Parallel Algorithms the bottom line is clear: this monograph is aimed at practitioners and professionals who need a rigorous, algorithm-focused reference for large-scale data mining. The book delivers a concentrated survey of essential algorithms used for association rules and sequential pattern discovery and is strongest as a technical companion for engineers working on scalable mining systems. Readers seeking practical algorithm detail and parallelization strategies will find the single biggest reason to buy is its focused, state-of-the-art treatment of methods for handling large databases.\u003c\/p\u003e\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eComprehensive algorithm coverage:\u003c\/strong\u003e Presents core algorithms for association rule mining and sequential pattern discovery so readers can understand method tradeoffs and implementation choices.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eScalable focus:\u003c\/strong\u003e Emphasizes sequential and parallel algorithms that are applicable to large-scale databases, helping engineers design systems that perform on big data.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePractitioner orientation:\u003c\/strong\u003e Written as a monograph for professionals, it highlights applications and engineering concerns rather than introductory theory alone.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eConcise reference format:\u003c\/strong\u003e Organized as a state-of-the-art survey so it can be used as a quick technical reference during development or research.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eRelevant to multiple domains:\u003c\/strong\u003e Relevant to computer science, computer engineering, and AI and machine learning projects that require pattern discovery in transactional or sequence data.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eData Mining for Association Rules and Sequential Patterns is best for data engineers, applied researchers, and computer science professionals who need a concentrated algorithmic reference rather than a hands-on tutorial. It suits teams building scalable mining pipelines or implementing parallel algorithms for pattern discovery in enterprise databases.\u003c\/p\u003e\n\u003cp\u003eReaders who are new to data mining or who want a gentle, example-driven introduction should look elsewhere; this book expects familiarity with core computing concepts and focuses on algorithmic detail and performance considerations rather than step-by-step exercises.\u003c\/p\u003e\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDetailed coverage of both association rule and sequential pattern algorithms supports implementation and comparison.\u003c\/li\u003e\n\u003cli\u003eStrong emphasis on sequential and parallel methods makes it useful for large-scale, production contexts.\u003c\/li\u003e\n\u003cli\u003eWritten as a state-of-the-art monograph, it consolidates contemporary algorithmic approaches in one place.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNot designed as a beginner textbook, so newcomers may find it dense without prior background.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eData Mining for Association Rules and Sequential Patterns\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSubtitle\u003c\/td\u003e\n\u003ctd\u003eSequential and Parallel Algorithms\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAuthor\u003c\/td\u003e\n\u003ctd\u003eJean-Marc Adamo\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat\u003c\/td\u003e\n\u003ctd\u003eState-of-the-art monograph\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAudience\u003c\/td\u003e\n\u003ctd\u003ePractitioners and professionals in computer science and computer engineering\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePrimary focus\u003c\/td\u003e\n\u003ctd\u003eAlgorithms for large-scale databases\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eFor engineers and applied researchers who need a focused algorithmic reference on association rules and sequential pattern mining, this monograph represents good value: it compiles contemporary sequential and parallel methods in a single, practitioner-oriented volume. Those building scalable data mining systems will appreciate the concentrated treatment and implementation-minded perspective.\u003c\/p\u003e\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eIs this book suitable for beginners?\u003c\/strong\u003e\u003cbr\u003eThis book is written for professionals and assumes familiarity with computing concepts, so beginners may prefer an introductory text first.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eDoes it cover parallel algorithms?\u003c\/strong\u003e\u003cbr\u003eYes, the monograph emphasizes sequential and parallel algorithms intended for large-scale database applications.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWho benefits most from this book?\u003c\/strong\u003e\u003cbr\u003eData engineers, computer scientists, and practitioners implementing scalable pattern discovery will gain the most value from the algorithmic focus.\u003c\/p\u003e","brand":"Jean-Marc Adamo","offers":[{"title":"Default Title","offer_id":48225201094875,"sku":"1461265118","price":102.77,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/61CfhCXbTYL._SL1255.jpg?v=1770830319","url":"https:\/\/gearmusthave.com\/products\/data-mining-for-association-rules-and-sequential-patterns-algorithms","provider":"GearMustHave","version":"1.0","type":"link"}