Mining Sequential Rules By Applying Sliding Window Constraint

Name: Mining Sequential Rules By Applying Sliding Window Constraint
Brand: Lambert Academic Publishing
SKU: 9786139841417
Price: 132.1 PLN
Availability: InStock

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

Autor: Sandipkumar Sagare

Język:

Oprawa: Miękka

Wydawca: Lambert Academic Publishing

Dostępność: Dostępna u dostawcy

Wysyłamy za 8-11 dni

132.10 zł

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

Informacje o książce

Autor

Sandipkumar Sagare

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2018

strony

EAN

9786139841417

Enbook ID

19747475

Wydawca

Lambert Academic Publishing

Waga

104

Wymiary

152 x 229 x 4

Pełny opis

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.

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Mining Sequential Rules By Applying Sliding Window Constraint

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

Informacje o książce

Pełny opis

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również