Interval-Valued Methods in Classifications and Decisions

Interval-Valued Methods in Classifications and Decisions

by Urszula Bentkowska
Epub (Kobo), Epub (Adobe)
Publication Date: 09/02/2019

Share This eBook:

  $143.99

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.

ISBN:
9783030129279
9783030129279
Category:
Artificial intelligence
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
09-02-2019
Language:
English
Publisher:
Springer International Publishing

This item is delivered digitally

Reviews

Be the first to review Interval-Valued Methods in Classifications and Decisions.