Fuzzy set theory

HJ Zimmermann - Wiley interdisciplinary reviews …, 2010 - Wiley Online Library
Since its inception in 1965, the theory of fuzzy sets has advanced in a variety of ways and in
many disciplines. Applications of this theory can be found, for example, in artificial …

Current approaches to handling imperfect information in data and knowledge bases

S Parsons - IEEE Transactions on knowledge and data …, 1996 - ieeexplore.ieee.org
This paper surveys methods for representing and reasoning with imperfect information. It
opens with an attempt to classify the different types of imperfection that may pervade data …

[图书][B] Fuzzy logic and mathematics: a historical perspective

R Belohlavek, JW Dauben, GJ Klir - 2017 - books.google.com
The term" fuzzy logic," as it is understood in this book, stands for all aspects of representing
and manipulating knowledge based on the rejection of the most fundamental principle of …

Possibility theory

D Dubois, H Prade - Granular, Fuzzy, and Soft Computing, 2023 - Springer
859 theory lies at the crossroads between fuzzy sets, probability, and nonmonotonic
reasoning. Possibility theory is closely related to fuzzy sets if one considers that a possibility …

[图书][B] Fuzzy set theory—and its applications

HJ Zimmermann - 2011 - books.google.com
Since its inception, the theory of fuzzy sets has advanced in a variety of ways and in many
disciplines. Applications of fuzzy technology can be found in artificial intelligence, computer …

[图书][B] interval neutrosophic sets and logic: theory and applications in computing: Theory and applications in computing

H Wang, F Smarandache, R Sunderraman, YQ Zhang - 2005 - books.google.com
This book presents the advancements and applications of neutrosophics, which are
generalizations of fuzzy logic, fuzzy set, and imprecise probability. The neutrosophic logic …

[图书][B] Data mining and knowledge discovery

KJ Cios, W Pedrycz, RW Swiniarski, KJ Cios… - 1998 - Springer
This chapter attempts a concise introduction to data mining and knowledge discovery. First,
we introduce the necessary nomenclature and definitions, discuss the background of the …

Real-world data is dirty: Data cleansing and the merge/purge problem

MA Hernández, SJ Stolfo - Data mining and knowledge discovery, 1998 - Springer
The problem of merging multiple databases of information about common entities is
frequently encountered in KDD and decision support applications in large commercial and …

[图书][B] Fuzzy sets, decision making, and expert systems

HJ Zimmermann - 1987 - books.google.com
In the two decades since its inception by L. Zadeh, the theory of fuzzy sets has matured into
a wide-ranging collection of concepts, models, and tech niques for dealing with complex …

Putting rough sets and fuzzy sets together

D Dubois, H Prade - … decision support: Handbook of applications and …, 1992 - Springer
In this paper we argue that fuzzy sets and rough sets aim to different purposes and that it is
more natural to try to combine the two models of uncertainty (vagueness for fuzzy sets and …