Table of Contents for: Action rules mining

 Staff view

You must be logged in to Tag Records

Action rules mining /

Agnieszka Dardzinska.

Book Cover
Main Author: Dardzinska, Agnieszka.
Published: Berlin ; Springer, ©2013.
Series: Studies in computational intelligence ; 468.
Topics: Data mining. | Ingénierie.
Genres: Electronic books.
Tags: Add


Spaces will separate tags.
Use quotes for multi-word tags.


1. Introduction -- 2. Information Systems -- 2.1. Types of Information Systems -- 2.2. Types of Incomplete Information Systems -- 2.3. Simple Query Language -- 2.3.1. Standard Interpretation of Queries in Complete Information Systems -- 2.3.2. Standard Interpretation of Queries in Incomplete Information Systems -- 2.4. Rules -- 2.5. Distributed Information Systems -- 2.6. Decision Systems -- 2.7. Partially Incomplete Information Systems -- 2.8. Extracting Classification Rules -- 2.8.1. Attribute Dependency and Coverings -- 2.8.2. System LERS -- 2.8.3. Algorithm for Finding the Set of All Coverings (LEM1) -- 2.8.4. Algorithm LEM2 -- 2.8.5. Algorithm for Extracting Rules from Incomplete -- Decision System (ERID) -- 2.9. Chase Algorithms -- 2.9.1. Tableaux Systems and Chase -- 2.9.2. Handling Incomplete Values Using CHASE1 Algorithm -- 2.9.3. Handling Incomplete Values Using CHASE2 Algorithm -- X Contents -- 3. ActionRules -- 3.1. Main Assumptions -- 3.2. Action Rules from Classification Rules -- 3.2.1. System DEAR -- 3.2.2. System DEAR2 -- 3.3. E-action Rules -- 3.3.1. ARAS Algorithm. -- 3.4. Action Rules Tightly Coupled Framework -- 3.5. Cost and Feasibility. -- 3.6. Association Action Rules -- 3.6.1. Frequent Action Sets -- 3.7. Representative Association Action Rules -- 3.8. Simple Association Action Rules -- 3.9. Action Reducts -- 3.9.1. Experiments and Testing -- 3.10. Meta-action -- 3.10.1. Discovering Action Paths.

Table of Contents for: Action rules mining