Integrated Uncertainty in Knowledge Modelling and Decision Making

This two-volume set constitutes the proceedings of the 11th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2025, held in Ho Chi Minh City, Vietnam, during March 17-19, 2025.

The 55 full papers in this book were carefully reviewed and selected from 116 submissions. They were organized in topical sections as follows:

Part I: Invited Talks; Machine Learning; Pattern Recognition and Data Analysis; Applications.

Part II: Uncertainty Management and Decision Making; Optimization and Statistical Methods; Applications.

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Inhalt

.- Uncertainty Management and Decision Making.
.- Rough Sets Consisting of Valued Objects in Data Tables with Missing Values.
.- Modifying Submodels in Estimation Methods Using Minimum Possible Ranges for Interval Priority Weights under a Crisp Pairwise Comparison Matrix.
.- Effective Pair's Collaboration by Improving Efficiency Intervals.
.- All-Time WTA Leaders Ranking Using Incomplete Interval-Valued Fuzzy Preference Relations.
.- Distance Between m-Functions in Dempster-Shafer Theory.
.- Novel Distances for Fermatean Fuzzy Sets in Multi-Attribute Decision-Making Using Covering-Based Rough Sets.
.- What Is Optimal Granularity When Estimating Reliability of a Complex Engineering Systems.
.- How Shapley Value and Its Generalizations Can Help in the Analysis of Complex Engineering Systems and What Next.
.- Optimization and Statistical Methods.
.- A Fuzzy Goal Programming Approach for Production Planning in Packaging Industry.
.- Parameter Adjustment for Unbounded Best Case of Interval Linear Program.
.- Twin-Based Reinforcement Learning for Solving Multi-Period Portfolio Optimization Problem.
.- Application of Modified Rule Table Method to Classification Problems and Comparisons with Neural Network Method.
.- Confidence Intervals for Percentile of Inverse Gaussian Distribution with Application to Pm2.5 in Bangkok, Thailand.
.- Estimation Methods for the Percentile of Weibull Distribution and Its Application to Wind Speed Data in Southern Thailand.
.- Dependence Analysis of Indian Energy Sector Using Regular Vine Copula and Information Transfer Entropy.
.- Weight Matrix Variation and Performance Improvement of Regression Analysis.
.- Applications.
.- Earnings Management, Investment Efficiency, and High Information Uncertainty: Evidence from Vietnam.
.- An Integration of OEE and OLE Based on Total Productive Maintenance to Reduce System Losses in Semi-Automated Production.
.- The Differential Impacts of Climate Change and Renewable Energy on Income Inequality: A Panel Lasso Analysis of High-Income and Middle-Income Countries.
.- Assessing the Financial Impact of Natural Disasters on Global Stock Markets: Evidence from the Five Large Economies.
.- Optimizing Public Health: A Nationwide Vaccine Distribution Management System.
.- Developing a Customer Churn Prediction Framework Using LFMCP Value Segmentation: Insights from the Thai Insurance Sector.
.- The Relationship among Foreign Aid, Poverty Reduction and Economic Growth in CLMV.
.- A Method for Classifying Fabricated Responses due to Psychological Biases Using Brain Activity Networks Based on Granger Causality in EEG Responses to the NEO-FFI.
.- Clustering Corporate Risk Descriptions through Exploring their Correlations with Management Indicators.
.- Data-Driven Validation of Self-Assessment and Peer Reviews in Team-Based Application Development Projects.
.- Comparative Effectiveness of Carbon Pricing and Green Finance in Promoting Carbon Mitigation in the Eurozone.
.- Impacting Factors on Social Entrepreneurship Education in Universities:
Evidence from Vietnam.