| Autore |
Dardzinska Agnieszka
|
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa |
Berlin ; ; New York, : Springer, c2013
|
| Descrizione fisica |
1 online resource (X, 98 p.)
|
| Disciplina |
006.3/12
|
| Collana |
Studies in computational intelligence
|
| Soggetto topico |
Data mining
Association rule mining
|
| ISBN |
3-642-35650-8
|
| Formato |
Materiale a stampa  |
| Livello bibliografico |
Monografia |
| Lingua di pubblicazione |
eng
|
| Nota di contenuto |
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.
|
| Record Nr. | UNINA-9910739418703321 |
Info
Action rules mining / / Agnieszka Dardzinska
