A TSK-type convolutional recurrent fuzzy network for predicting driving fatigue

G Du, Z Wang, C Li, PX Liu - IEEE Transactions on Fuzzy …, 2020 - ieeexplore.ieee.org
Driver fatigue monitoring is very important for driving safety, and many intricate factors while
driving make fatigue monitoring harder. To effectively predict driving fatigue, this article …

Solving fuzzy relational equations via semitensor product

D Cheng, J Feng, H Lv - IEEE Transactions on Fuzzy Systems, 2011 - ieeexplore.ieee.org
The problem of solving max-min fuzzy relational equations is investigated. First, we show
that if there is a solution, then there is a corresponding solution within the set of parameters …

On the suitability of the Bandler–Kohout subproduct as an inference mechanism

M Stepnicka, B Jayaram - IEEE Transactions on Fuzzy Systems, 2010 - ieeexplore.ieee.org
Fuzzy relational inference (FRI) systems form an important part of approximate reasoning
schemes using fuzzy sets. The compositional rule of inference (CRI), which was introduced …

Finitary solvability conditions for systems of fuzzy relation equations

I Perfilieva - Information Sciences, 2013 - Elsevier
In this paper, we consider the problem of solving systems of fuzzy relation equations. Two
types of these systems with different compositions are considered and processed …

Implication-based models of monotone fuzzy rule bases

M Štěpnička, B De Baets - Fuzzy Sets and Systems, 2013 - Elsevier
In many modelling problems, there is some inherent monotone relationship between one or
more of the input variables and the output variable. We consider the prototypical case of an …

Extensions of fuzzy relational compositions based on generalized quantifiers

N Cao, M Holčapek, M Štěpnička - Fuzzy Sets and Systems, 2018 - Elsevier
The aim of this paper is to extend the fuzzy relational compositions motivated by their
applications to medical diagnosis problem by Bandler and Kohout. These compositions …

Necessary and sufficient conditions for generalized uniform fuzzy partitions

M Holčapek, I Perfilieva, V Novák, V Kreinovich - Fuzzy Sets and Systems, 2015 - Elsevier
The fundamental concept in the theory of fuzzy transform (F-transform) is the fuzzy partition,
which is a generalization of the classical concept of partition. The original definition assumes …

SISO fuzzy relational inference systems based on fuzzy implications are universal approximators

S Mandal, B Jayaram - Fuzzy Sets and Systems, 2015 - Elsevier
In this work, we show that single input single output (SISO) fuzzy inference systems based
on Fuzzy Relational Inference (FRI) with implicative interpretation of the rule base are …

Fuzzy relational compositions based on generalized quantifiers

M Štěpnička, M Holčapek - … on Information Processing and Management of …, 2014 - Springer
Fuzzy relational compositions have been extensively studied by many authors. Especially,
we would like to highlight initial studies of the fuzzy relational compositions motivated by …

Interpolativity of at-least and at-most models of monotone fuzzy rule bases with multiple antecedent variables

M Štěpnička, B Jayaram - Fuzzy Sets and Systems, 2016 - Elsevier
Of the many desirable properties of fuzzy inference systems, not all are known to co-exist.
For instance, a fuzzy inference system should be interpolative, ie, if a fuzzy set equivalent to …