Granular computing in decision approximation : an application of rough mereology /: an application of rough mereology. ([2015])

• Record Type: Book
• Further Information: Note: Lech Polkowski, Piotr Artiemjew.
• Authors: Polkowski, Lech; Artiemjew, Piotr
• Contents: Similarity and Granulation -- Mereology and Rough Mereology. Rough Mereological Granulation -- Learning data Classification. Classifiers in General and in Decision Systems -- Methodologies for Granular Reflections -- Covering Strategies -- Layered Granulation -- Naive Bayes Classifier on Granular Reflections -- The Case of Concept-Dependent Granulation -- Granular Computing in the Problem of Missing Values -- Granular Classifiers Based on Weak Rough Inclusions -- Effects of Granulation on Entropy and Noise in Data. -- Conclusions -- Appendix. Data Characteristics Bearing on Classification.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource, illustrations
• Subjects: 511.3/22; Engineering; Rough sets; Whole and parts (Philosophy); Approximation theory; MATHEMATICS -- Set Theory; Approximation theory; Rough sets; Whole and parts (Philosophy); Engineering & Applied Sciences; Computer Science; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319128801; 3319128809; 3319128795; 9783319128795
• Related ISBNs: 9783319128795
• Notes: Note: Includes bibliographical references and indexes.; Note: Online resource; title from PDF title page (Ebsco, viewed April 9, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.