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A new interpretable fault diagnosis method based on belief rule base and probability table

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Belief Functions: Theory and Applications
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Accuracy Improvements in Linguistic Fuzzy Modeling
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New health-state assessment model based on belief rule base with interpretability
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Fault detection and diagnosis algorithms for an open-cycle liquid propellant rocket engine using the Kalman filter and fault factor methods
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An environmental pollution management method based on extended belief rule base and data envelopment analysis under interval uncertainty
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Real-time fault detection method based on belief rule base for aircraft navigation system
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A new bearing fault diagnosis method based on modified convolutional neural networks
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A new approximate belief rule base expert system for complex system modelling
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Inference and learning methodology of belief-rule-based expert system for pipeline leak detection
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Consumer preference prediction by using a hybrid evidential reasoning and belief rule-based methodology
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Impacts of data uncertainty on the performance of data-driven-based building fault diagnosis
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A method of automatically generating initial parameters for large-scale belief rule base
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Interpretability and accuracy trade-off in the modeling of belief rule-based systems
inferredcites →https://doi.org/10.1016/j.measurement.2019.01.022openalex-snapshot
A novel gas turbine fault diagnosis method based on transfer learning with CNN
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Performance evaluation of aerospace relay based on evidential reasoning rule with distributed referential points
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The magical number seven, plus or minus two: Some limits on our capacity for processing information.
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Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
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A Fuzzy-Set-Theoretic Interpretation of Linguistic Hedges
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Generic Disjunctive Belief-Rule-Base Modeling, Inferencing, and Optimization
inferredcites →https://doi.org/10.1109/tfuzz.2020.3024024openalex-snapshot
On the Interpretability of Belief Rule-Based Expert Systems
inferredcites →https://doi.org/10.1109/tie.2015.2417501openalex-snapshot
A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
inferredcites →https://doi.org/10.1109/tii.2013.2243743openalex-snapshot
From Model, Signal to Knowledge: A Data-Driven Perspective of Fault Detection and Diagnosis
inferredcites →https://doi.org/10.1109/tsmc.2017.2759026openalex-snapshot
A Belief Rule-Based Expert System for Fault Diagnosis of Marine Diesel Engines
inferredcites →https://doi.org/10.1109/tsmc.2019.2944893openalex-snapshot
A Survey of Belief Rule-Base Expert System
inferredcites →https://doi.org/10.1109/tsmca.2005.851270openalex-snapshot
Belief rule-base inference methodology using the evidential reasoning Approach-RIMER
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Optimization Models for Training Belief-Rule-Based Systems
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Fault Diagnosis in Dynamic Systems Using Fuzzy Interacting Observers
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The Magical Mystery Four
inferredcites →https://doi.org/10.1360/ssi-2020-0189openalex-snapshot
A fault diagnosis and tolerant control method for aerospace relay with environmental disturbance

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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