Mining Sequential Rules By Applying Sliding Window Constraint

Name: Mining Sequential Rules By Applying Sliding Window Constraint
Brand: Lambert Academic Publishing
SKU: 9786139841417
Price: 12038 HUF
Availability: InStock

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

Szerző: Sandipkumar Sagare

Nyelv:

Kötés: Puha kötésű

Kiadó: Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

Küldés 8-11 napon belül

12 038 Ft

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

Információk a könyvről

Szerző

Sandipkumar Sagare

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2018

oldal

EAN

9786139841417

Enbook ID

19747475

Kiadó

Lambert Academic Publishing

Súly

104

Méretek

152 x 229 x 4

Teljes leírás

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

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták