
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.
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Added Corporate Author:
Electronic Access:
https://doi.org/10.1007/978-3-319-12880-1Copies:
Available:*
Library | Material Type | Item Barcode | Shelf Number | Status | Item Holds |
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Searching... | E-Book | 529347-1001 | ONLINE | Searching... | Searching... |
