Mining Sequential Rules By Applying Sliding Window Constraint

Name: Mining Sequential Rules By Applying Sliding Window Constraint
Brand: Lambert Academic Publishing
SKU: 9786139841417
Price: 33.07 EUR
Availability: InStock

Mining of Partially-Ordered Sequential Rules (POSR) By Applying the Sliding-Window Constraint

Автор: Sandipkumar Sagare

Език:

Корици: С меки корици

Издател: Lambert Academic Publishing

Наличност: Външен склад

Изпращаме след 8-11 дни

33.07 € 64.68 лв

Sequential rule mining is used to extract important data in various application such as stock market...

Информация за книгата

Автор

Sandipkumar Sagare

Език

Английски език

Корици

Книга - С меки корици

Издадена

2018

страници

EAN

9786139841417

Enbook ID

19747475

Издател

Lambert Academic Publishing

Теглоt

104

Размери

152 x 229 x 4

Пълно описание

Sequential rule mining is used to extract important data in various application such as stock market analysis, e-commerce. It generally includes identifying sequential rules from given sequence database which will be common in multiple sequences. Partially Ordered Sequential rules (POSR) is a type of sequential rules in which the items in left and right side of the sequential rule does not need to be ordered. The existing approaches used for mining POSR include RuleGrowth Algorithm, TRuleGrowth Algorithm. But, these approaches either not use sliding window size constraint (RuleGrowth) or take more execution time even after using the sliding window size constraint (TRuleGrowth).This book presents a technique called M_TRuleGrowth which takes the sequence database as input and applies minimum support, minimum confidence, and window size constraints respectively to generate partially-ordered sequential rules. The experimental evaluation in terms of number of rules generated and execution time is conducted to compare the technique with existing approaches. It is found that the M_TRuleGrowth performs better in terms of execution time.

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Mining Sequential Rules By Applying Sliding Window Constraint

Mining of Partially-Ordered Sequential Rules (POSR) By Applying the Sliding-Window Constraint

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също