A survey on uncertainty reasoning and quantification in belief theory and its application to deep learning

Z Guo, Z Wan, Q Zhang, X Zhao, Q Zhang, LM Kaplan… - Information …, 2024‏ - Elsevier
An in-depth understanding of uncertainty is the first step to making effective decisions under
uncertainty. Machine/deep learning (ML/DL) has been hugely leveraged to solve complex …

An integrated approach to green supplier selection based on the interval type-2 fuzzy best-worst and extended VIKOR methods

Q Wu, L Zhou, Y Chen, H Chen - Information Sciences, 2019‏ - Elsevier
Green supply chain management, which considers both the environment and supply chain
management, is becoming a hot topic in modern operations management. In a …

Fuzzy human motion analysis: A review

CH Lim, E Vats, CS Chan - Pattern Recognition, 2015‏ - Elsevier
Abstract Human Motion Analysis (HMA) is currently one of the most popularly active
research domains as such significant research interests are motivated by a number of real …

Failure mode and effects analysis (FMEA) for risk assessment based on interval type-2 fuzzy evidential reasoning method

J Qin, Y **, W Pedrycz - Applied Soft Computing, 2020‏ - Elsevier
Failure mode and effect analysis (FMEA) has been widely adopted to define, identity, and
remove potential and recognized hazards. As an indicator in traditional FMEA, the risk …

[ספר][B] On intuitionistic fuzzy sets theory

KT Atanassov - 2012‏ - books.google.com
This book aims to be a comprehensive and accurate survey of state-of-art research on
intuitionistic fuzzy sets theory and could be considered a continuation and extension of the …

Enhanced karnik--mendel algorithms

D Wu, JM Mendel - IEEE transactions on fuzzy systems, 2008‏ - ieeexplore.ieee.org
The Karnik-Mendel (KM) algorithms are iterative procedures widely used in fuzzy logic
theory. They are known to converge monotonically and superexponentially fast; however …

Multimodal sensor medical image fusion based on type-2 fuzzy logic in NSCT domain

Y Yang, Y Que, S Huang, P Lin - IEEE Sensors Journal, 2016‏ - ieeexplore.ieee.org
Multimodal medical image fusion plays a vital role in different clinical imaging sensor
applications. This paper presents a novel multimodal medical image fusion method that …

An extended VIKOR method based on prospect theory for multiple attribute decision making under interval type-2 fuzzy environment

J Qin, X Liu, W Pedrycz - Knowledge-Based Systems, 2015‏ - Elsevier
Interval type-2 fuzzy set (IT2FS) offers interesting avenue to handle high order information
and uncertainty in decision support system (DSS) when dealing with both extrinsic and …

Multi-criteria group decision-making for portfolio allocation with consensus reaching process under interval type-2 fuzzy environment

Q Wu, X Liu, J Qin, L Zhou - Information Sciences, 2021‏ - Elsevier
The portfolio allocation problem is a hot topic in modern economics and management
science. It involves many immeasurable criteria and uncertainties. Given the advantage of …

A comparative study of ranking methods, similarity measures and uncertainty measures for interval type-2 fuzzy sets

D Wu, JM Mendel - Information Sciences, 2009‏ - Elsevier
Ranking methods, similarity measures and uncertainty measures are very important
concepts for interval type-2 fuzzy sets (IT2 FSs). So far, there is only one ranking method for …