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
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 529347-1001 | ONLINE | | Elektronik Kütüphane |