Action Rules Mining

de Agnieszka Dardzinska
État : Neuf
121,98 €
TVA incluse - Livraison GRATUITE
Agnieszka Dardzinska Action Rules Mining
Agnieszka Dardzinska - Action Rules Mining

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La description

We are surrounded by data, numerical, categorical and otherwise, which must to be analyzed and processed to convert it into information that instructs, answers or aids understanding and decision making. Data analysts in many disciplines such as business, education or medicine, are frequently asked to analyze new data sets which are often composed of numerous tables possessing different properties. They try to find completely new correlations between attributes and show new possibilities for users. Action rules mining discusses some of data mining and knowledge discovery principles and then describe representative concepts, methods and algorithms connected with action. The author introduces the formal definition of action rule, notion of a simple association action rule and a representative action rule, the cost of association action rule, and gives a strategy how to construct simple association action rules of a lowest cost. A new approach for generating action rules from datasets with numerical attributes by incorporating a tree classifier and a pruning step based on meta-actions is also presented. In this book we can find fundamental concepts necessary for designing, using and implementing action rules as well. Detailed algorithms are provided with necessary explanation and illustrative examples.

Contributeurs

Écrivain:
Agnieszka Dardzinska

Détails du produit

Commentaire illustrations:
X, 98 p.
Table des Matières:
Introduction.- Action Rules.
Remarques:
Introductory book on the novel concept of Action Rules Mining


Recent research in Action Rules Mining


Written by a leading expert in the field

Type de média:
Couverture rigide
Éditeur:
Springer Berlin
Langues:
Anglais
Édition:
2013
Nombre de pages:
98
Sommaire:
This book introduces the novel data mining concept of action rules mining, and offering a comprehensive account of its contribution to the process of extracting interesting information or patterns from large databases.

Données de base

Type d'produit:
Livre relié
Date de publication:
14 décembre 2012
Dimensions du colis:
0.234 x 0.157 x 0.01 m; 0.272 kg
GTIN:
09783642356490
DUIN:
2ROQGVNJAUM
121,98 €
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