Mining Sequential Rules By Applying Sliding Window Constraint

Name: Mining Sequential Rules By Applying Sliding Window Constraint
Brand: Lambert Academic Publishing
SKU: 9786139841417
Price: 710 CZK
Availability: InStock

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

Autor: Sandipkumar Sagare

Jazyk:

Vazba: Brožovaná

Vydavatel: Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

710 Kč

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

Informace o knize

Autor

Sandipkumar Sagare

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

EAN

9786139841417

Enbook ID

19747475

Vydavatel

Lambert Academic Publishing

Hmotnost

104

Rozměry

152 x 229 x 4

Kompletní popis

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

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také