Granular Computing in Decision Approximation An Application of Rough Mereology
by
 
Polkowski, Lech. author.

Title
Granular Computing in Decision Approximation An Application of Rough Mereology

Author
Polkowski, Lech. author.

ISBN
9783319128801

Edition
1st ed. 2015.

Physical Description
XV, 452 p. 230 illus. online resource.

Series
Intelligent Systems Reference Library, 77

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.

Subject Term
Computational intelligence.
 
Artificial intelligence.

Added Author
Artiemjew, Piotr.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
https://doi.org/10.1007/978-3-319-12880-1


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book529347-1001ONLINEElektronik Kütüphane