عنوان

Interval-valued methods in classifications and decisions /

(Number (ISBN

3030129276

(Number (ISBN

9783030129279

Erroneous ISBN

3030129268

Erroneous ISBN

9783030129262

Title Proper

Interval-valued methods in classifications and decisions /

General Material Designation

[Book]

First Statement of Responsibility

Urszula Bentkowska.

Place of Publication, Distribution, etc.

Cham :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2020]

Date of Publication, Distribution, etc.

©2020

Specific Material Designation and Extent of Item

1 online resource (163 pages).

Series Title

Studies in fuzziness and soft computing ;

Volume Designation

volume 378

Text of Note

Fuzzy Sets and their Extensions.- Aggregation in Interval-valued Settings.- Decision Making using Interval-valued Aggregation.- Optimization Problem of k-NN classifier in DNA Microarray Methods.- Interval-valued Methods in Medical Decision Support Systems.

Text of Note

Includes bibliographical references and index.

Text of Note

Fuzzy Sets and their Extensions -- Aggregation in Interval-valued Settings -- Decision Making using Interval-valued Aggregation -- Optimization Problem of k-NN classifier in DNA Microarray Methods -- Interval-valued Methods in Medical Decision Support Systems.

0

Text of Note

This book describes novel algorithms based on interval-valued fuzzy methods that are expected to improve classification and decision-making processes under incomplete or imprecise information. At first, it introduces interval-valued fuzzy sets. It then discusses new methods for aggregation on interval-valued settings, and the most common properties of interval-valued aggregation operators. It then presents applications such as decision making using interval-valued aggregation, and classification in case of missing values. Interesting applications of the developed algorithms to DNA microarray analysis and in medical decision support systems are shown. The book is intended not only as a timely report for the community working on fuzzy sets and their extensions but also for researchers and practitioners dealing with the problems of uncertain or imperfect information.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030129279

Title

Interval-valued methods in classifications and decisions.

International Standard Book Number

9783030129262

Fuzzy decision making.

Fuzzy sets.

Fuzzy decision making.

Fuzzy sets.

Number

Edition

Class number

Book number

Bentkowska, Urszula

Date of Transaction

20200823083100.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y