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.
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
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.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.
یادداشتهای مربوط به سفارشات
منبع سفارش / آدرس اشتراک
Springer Nature
شماره انبار
com.springer.onix.9783030129279
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Interval-valued methods in classifications and decisions.
شماره استاندارد بين المللي کتاب و موسيقي
9783030129262
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Fuzzy decision making.
موضوع مستند نشده
Fuzzy sets.
موضوع مستند نشده
Fuzzy decision making.
موضوع مستند نشده
Fuzzy sets.
رده بندی ديویی
شماره
511
.
3/223
ويراست
23
رده بندی کنگره
شماره رده
QA248
.
5
نشانه اثر
.
B46
2020
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )