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Parallel multipopulation optimization for belief rule base learning

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

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Differential Evolution: A Practical Approach to Global Optimization
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Classic Works of the Dempster-Shafer Theory of Belief Functions
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A parallel cooperative hybrid method based on ant colony optimization and 3-Opt algorithm for solving traveling salesman problem
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A reinforced fuzzy ARTMAP model for data classification
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A new approach for dynamic fuzzy logic parameter tuning in Ant Colony Optimization and its application in fuzzy control of a mobile robot
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Multi-population parallel self-adaptive differential artificial bee colony algorithm with application in large-scale service composition for cloud manufacturing
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RST-BatMiner: A fuzzy rule miner integrating rough set feature selection and Bat optimization for detection of diabetes disease
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Environmental impact assessment using the evidential reasoning approach
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Inference and learning methodology of belief-rule-based expert system for pipeline leak detection
inferredcites →https://doi.org/10.1016/j.eswa.2008.09.032openalex-snapshot
Online updating belief rule based system for pipeline leak detection under expert intervention
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K nearest neighbor reinforced expectation maximization method
inferredcites →https://doi.org/10.1016/j.eswa.2011.04.077openalex-snapshot
Inference analysis and adaptive training for belief rule based systems
inferredcites →https://doi.org/10.1016/j.ins.2013.01.022openalex-snapshot
On the inference and approximation properties of belief rule based systems
inferredcites →https://doi.org/10.1016/j.ins.2014.04.005openalex-snapshot
Fuzzy granular gravitational clustering algorithm for multivariate data
inferredcites →https://doi.org/10.1016/j.ins.2014.09.040openalex-snapshot
New approach using ant colony optimization with ant set partition for fuzzy control design applied to the ball and beam system
inferredcites →https://doi.org/10.1016/j.ins.2015.12.009openalex-snapshot
Belief rule based expert system for classification problems with new rule activation and weight calculation procedures
inferredcites →https://doi.org/10.1016/j.knosys.2012.10.016openalex-snapshot
Structure learning for belief rule base expert system: A comparative study
inferredcites →https://doi.org/10.1016/j.knosys.2013.08.019openalex-snapshot
A novel belief rule base representation, generation and its inference methodology
inferredcites →https://doi.org/10.1016/j.knosys.2014.10.011openalex-snapshot
Weighted linear loss twin support vector machine for large-scale classification
inferredcites →https://doi.org/10.1016/j.knosys.2015.07.026openalex-snapshot
A data-driven approximate causal inference model using the evidential reasoning rule
inferredcites →https://doi.org/10.1016/j.knosys.2016.01.003openalex-snapshot
Dynamic rule adjustment approach for optimizing belief rule-base expert system
inferredcites →https://doi.org/10.1016/j.knosys.2016.11.001openalex-snapshot
Data classification using evidence reasoning rule
inferredcites →https://doi.org/10.1016/j.knosys.2017.11.039openalex-snapshot
A joint optimization method on parameter and structure for belief-rule-based systems
inferredcites →https://doi.org/10.1016/j.knosys.2018.07.029openalex-snapshot
Akaike Information Criterion-based conjunctive belief rule base learning for complex system modeling
inferredcites →https://doi.org/10.1016/j.knosys.2019.01.031openalex-snapshot
An improved non-parallel Universum support vector machine and its safe sample screening rule
inferredcites →https://doi.org/10.1016/j.neucom.2014.07.039openalex-snapshot
Neural network for multi-class classification by boosting composite stumps
inferredcites →https://doi.org/10.1016/j.ssci.2016.11.011openalex-snapshot
A new safety assessment model for complex system based on the conditional generalized minimum variance and the belief rule base
inferredcites →https://doi.org/10.1016/j.swevo.2016.06.004openalex-snapshot
A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number
inferredcites →https://doi.org/10.1016/j.swevo.2018.08.015openalex-snapshot
Ensemble strategies for population-based optimization algorithms – A survey
inferredcites →https://doi.org/10.1016/j.tcs.2005.05.020openalex-snapshot
Ant colony optimization theory: A survey
inferredcites →https://doi.org/10.1023/a:1022602019183openalex-snapshot
Genetic Algorithms and Machine Learning
inferredcites →https://doi.org/10.1109/smc.2013.237openalex-snapshot
A Genetic Algorithm Search Heuristic for Belief Rule-Based Model-Structure Validation
inferredcites →https://doi.org/10.1109/tcyb.2017.2710205openalex-snapshot
Classifier Fusion With Contextual Reliability Evaluation
inferredcites →https://doi.org/10.1109/tfuzz.2019.2892348openalex-snapshot
Generic Disjunctive Belief-Rule-Base Modeling, Inferencing, and Optimization
inferredcites →https://doi.org/10.1109/tpami.2019.2934455openalex-snapshot
Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition
inferredcites →https://doi.org/10.1109/tsmc.2017.2678607openalex-snapshot
Belief Rule Base Structure and Parameter Joint Optimization Under Disjunctive Assumption for Nonlinear Complex System Modeling
inferredcites →https://doi.org/10.1109/tsmc.2018.2839618openalex-snapshot
Accelerated Two-Stage Particle Swarm Optimization for Clustering Not-Well-Separated Data
inferredcites →https://doi.org/10.1109/tsmca.2005.851270openalex-snapshot
Belief rule-base inference methodology using the evidential reasoning Approach-RIMER
inferredcites →https://doi.org/10.1109/tsmca.2007.897606openalex-snapshot
Optimization Models for Training Belief-Rule-Based Systems
inferredcites →https://doi.org/10.1109/tsusc.2017.2697768openalex-snapshot
A Belief Rule Based Expert System for Datacenter PUE Prediction under Uncertainty
inferredcites →https://doi.org/10.1137/080714488openalex-snapshot
Probing the Pareto Frontier for Basis Pursuit Solutions
inferredcites →https://doi.org/10.1145/3071178.3071308openalex-snapshot
Analysis of independent roulette selection in parallel ant colony optimization
inferredcites →https://doi.org/10.1155/2018/3092872openalex-snapshot
Fuzzy Dynamic Parameter Adaptation in the Harmony Search Algorithm for the Optimization of the Ball and Beam Controller
inferredcites →https://doi.org/10.3390/a12010009openalex-snapshot
Comparative Study in Fuzzy Controller Optimization Using Bee Colony, Differential Evolution, and Harmony Search Algorithms

What points at this work

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

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inferred← citeshttps://doi.org/10.1016/j.eswa.2024.124806openalex-snapshot
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Disjunctive belief rule-based reasoning for decision making with incomplete information
inferred← citeshttps://doi.org/10.1016/j.ins.2023.119133openalex-snapshot
Measurement and optimization of rule consistency in a belief rule base system
inferred← citeshttps://doi.org/10.1016/j.ins.2024.120462openalex-snapshot
A belief rule-based classification system using fuzzy unordered rule induction algorithm
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Integrating expert system in managing basic education: A survey in Ghana
inferred← citeshttps://doi.org/10.1016/j.knosys.2021.107491openalex-snapshot
Interpretability and accuracy trade-off in the modeling of belief rule-based systems
inferred← citeshttps://doi.org/10.1016/j.knosys.2021.107805openalex-snapshot
Highly explainable cumulative belief rule-based system with effective rule-base modeling and inference scheme
inferred← citeshttps://doi.org/10.1016/j.measurement.2026.123343openalex-snapshot
Competitive fitness ranking and reward-punitive learning-based multi-population reconfiguration for belief rule base mutual learning
inferred← citeshttps://doi.org/10.1016/j.psep.2025.107882openalex-snapshot
Hierarchical correlation modeling and evidence fusion for multivariate alarm systems in high-dimensional processes
inferred← citeshttps://doi.org/10.1016/j.tust.2025.107361openalex-snapshot
Developing a novel tricriteria-based reinforced belief rule Base optimization Algorithm to assess building tilt in underground tunnel construction
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A Correlation Analysis-Based Multivariate Alarm Method With Maximum Likelihood Evidential Reasoning
inferred← citeshttps://doi.org/10.1109/tfuzz.2022.3179148openalex-snapshot
Self-Organizing Fuzzy Belief Inference System for Classification
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Multi-Objective Optimization Framework in the Modeling of Belief Rule-Based Systems with Interpretability-Accuracy Trade-Off
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A Text-Oriented Fault Diagnosis Method for Electromechanical Device Based on Belief Rule Base
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