An enhanced active learning Kriging model for evidence theory-based reliability analysis
Sign Up to like & getrecommendations! Published in 2021 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-021-02973-5
Abstract: Evidence theory-based reliability analysis (ETRA) is investigated in this paper. To estimate the plausibility (Pl) and belief (Bel) measures of failure probability, the active learning method based on Kriging model for ETRA (ALK-ETRA) has been… read more here.
Keywords: function; theory based; alk etra; based reliability ... See more keywords
Classification of weld defects based on the analytical hierarchy process and Dempster–Shafer evidence theory
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Intelligent Manufacturing"
DOI: 10.1007/s10845-017-1369-4
Abstract: Weld quality management is currently one of the most concerning issues in the manufacturing industry. In this paper, a novel method is proposed for weld defect classification based on the analytical hierarchy process (AHP) and… read more here.
Keywords: dempster; classification; evidence theory; weld ... See more keywords
Nodes Deployment Algorithm Based on Data Fusion and Evidence Theory in Wireless Sensor Networks
Sign Up to like & getrecommendations! Published in 2021 at "Wireless Personal Communications"
DOI: 10.1007/s11277-020-07996-7
Abstract: Wireless sensor networks have been widely researched and developed in recent years. The node deployment problem is a multi-dimensional nonlinear optimization problem with continuous discrete variables. In order to improve the coverage effect of wireless… read more here.
Keywords: algorithm based; sensor networks; wireless; wireless sensor ... See more keywords
pDHS-DSET: Prediction of DNase I hypersensitive sites in plant genome using DS evidence theory.
Sign Up to like & getrecommendations! Published in 2019 at "Analytical biochemistry"
DOI: 10.1016/j.ab.2018.10.018
Abstract: Predicting DNase I hypersensitive sites (DHSs) is an essential topic in the field of transcriptional regulatory elements, which provides clues for deciphering the function of noncoding genomic regions. To the best of our knowledge, several… read more here.
Keywords: genome; evidence theory; prediction; dnase hypersensitive ... See more keywords
Structural reliability analysis under evidence theory using the active learning kriging model
Sign Up to like & getrecommendations! Published in 2017 at "Engineering Optimization"
DOI: 10.1080/0305215x.2016.1277063
Abstract: ABSTRACT Structural reliability analysis under evidence theory is investigated. It is rigorously proved that a surrogate model providing only correct sign prediction of the performance function can meet the accuracy requirement of evidence-theory-based reliability analysis.… read more here.
Keywords: evidence theory; reliability analysis; kriging model;
Conflict Management of Evidence Theory Based on Belief Entropy and Negation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2975802
Abstract: Discount coefficient is an efficient method to address conflicting evidence combination in Dempster-Shafer evidence theory. However, how to determine the discount coefficient of each evidence is an open issue. In this paper, considering both the… read more here.
Keywords: discount coefficient; evidence theory; evidence; negation ... See more keywords
A Novel Failure Mode and Effects Analysis Model Using Triangular Distribution-Based Basic Probability Assignment in the Evidence Theory
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2986807
Abstract: Failure mode and effects analysis (FMEA) is a typical risk assessment and prevention technology, in which different experts provide different assessments on the target system to identify the risk grades of its components. Sometimes, the… read more here.
Keywords: assessment; evidence theory; risk; failure ... See more keywords
Trust Evaluation and Decision Based on D-S Evidence Theory: Early Models and Future Perspectives
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3244933
Abstract: Due to the technical characteristics and application scenarios of distributed networks, their nodes can easily be invaded and compromised. It will result in information being forged or tampered without difficulty. An effective scheme to guarantee… read more here.
Keywords: trust evaluation; decision; evidence theory; evaluation decision ... See more keywords
A Combined Method for Line Selection of Single Phase to Ground Fault in Compensated Distributions Based on Evidence Theory
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3265958
Abstract: In order to improve reliability of distributions, the neutrals are usually insulated or compensated with Peterson coil. Thus, the currents of single-phase to ground fault are weak, leading to difficulty in fault line selection problem.… read more here.
Keywords: evidence theory; line selection; fault components; fault ... See more keywords
Cross-Domain Pattern Classification With Distribution Adaptation Based on Evidence Theory.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2021.3133890
Abstract: In pattern classification, there may not exist labeled patterns in the target domain to train a classifier. Domain adaptation (DA) techniques can transfer the knowledge from the source domain with massive labeled patterns to the… read more here.
Keywords: pattern classification; adaptation; evidence theory; target ... See more keywords
An aspirational diet for dialysis patients: Evidence and theory
Sign Up to like & getrecommendations! Published in 2018 at "Seminars in Dialysis"
DOI: 10.1111/sdi.12697
Abstract: Dialytic renal replacement therapy is now entering into its sixth decade in the United States. Despite major advances in dialysis technology, regimens and protocols, and pharmacological treatments, patients’ restricted dietary intake remains the lynchpin to… read more here.
Keywords: aspirational diet; evidence theory; dialysis patients; diet dialysis ... See more keywords