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E-raamat: Integrated Uncertainty in Knowledge Modelling and Decision Making: 8th International Symposium, IUKM 2020, Phuket, Thailand, November 11-13, 2020, Proceedings

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This book constitutes the refereed proceedings of the 8th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2020, held in Phuket, Thailand, in November 2020.*





The 35 full papers presented were carefully reviewed and selected from 55 submissions. The papers deal with all aspects of uncertainty modelling and management and are organized in topical sections on uncertainty management and decision support; machine learning; machine learning applications; econometric applications; and statistical methods.





* The conference was held virtually due to the COVID-19 pandemic.
Uncertainty Management and Decision Support.- Outcome Range Problem in
Interval Linear Programming: An Exact Approach.- Weak and Strong Consistency
of an Interval Comparison Matrix.- The Facility Location Problem with a Joint
Probabilistic Constraint.- The Advantage of Interval Weight Estimation over
the Conventional Weight Estimation in AHP in Ranking Alternatives.- Decision
Support Framework for Composing of Different Questionnaires based on Business
Model with Optimization.- Algorithms for Generating Sets of Gambles for
Decision Making with Lower Previsions.- PM 2.5 Problem in Chiang Mai,
Thailand: The Application of Maximizing Expected Utility with Imbalanced Loss
Functions.- Identification of the Direct and Indirect Drivers of
Deforestation and Forest Degradation in Cambodia.- Unit Commitment Problem in
the Deregulated Market.- Risk Impact Assessment and Prioritization in
Multimodal Freight Transportation Systems.- Machine Learning.- Dynamic
Features Spaces and Machine Learning: Open Problems and Synthetic Data Sets.-
An Evidential Reasoning Framework for User Profiling Using Short Texts.-
Basic Consideration of Co-clustering Based on Rough Set Theory.- Rank
Estimators for Robust Regression: Approximate Algorithms, Exact Algorithms
and Two-stage Methods.- A New Classification Technique Based on The
Combination of Inner Evidence.- SOM-Based Visualization of Potential
Technical Solutions with Fuzzy Bag-of-Words Utilizing Multi-view
Information.- Machine Learning Applications.-  Relative Humidity Estimation
Based on Two Nested Kalman Filters with Bicubic Interpolation for Commercial
Cultivation of Tropical Orchids.- Customized Dynamic Pricing for Air Cargo
Network via Reinforcement Learning.- Analysis of the Determinants of CO2
Emissions: A Bayesian LASSO Approach.- Comparison Between Original Texts and
Their Revisions to Improve Foreign Language Writing.- Motion Time Study with
Convolutional Neural Network.- Unsupervised Change Detectionin Multi-temporal
Satellite Images Based on Structural Patch Decomposition and k-means
Clustering for Landslide Monitoring.- Nowcasting and Forecasting for
Thailand's Macroeconomic Cycles Using Machine Learning Algorithms.-
Econometric Applications.- Dependence of Financial Institutions in China: An
Analysis Based on FDG Copula Model.- Evaluation and Forecasting of Functional
Port Technical Efficiency in ASEAN-4.- A Spatial Analysis of International
Tourism Demand Model: the Exploration of ASEAN Countries.- Measurements of
the Conditional Dependence Structure Among Carbon, Fossil Energy and
Renewable Energy Prices: Vine Copula Based GJR-GARCH Model.- Prediction of
Closing Stock Prices using the Artificial Neural Network in the Market for
Alternative Investment (MAI) of the Stock Exchange of Thailand (SET).-
Estimating Fish Dispersal using Interval Estimations for the Single Variance
of a Delta-Lognormal Distribution.- Statistical Methods.- Bayesian Confidence
Intervals for Means of Normal Distributions with Unknown Coefficients of
Variation.- Confidence Intervals for the  Difference between the Coefficients
of Variation of Inverse Gaussian Distributions.- Methods for Testing the
Difference between Two Signal-To-Noise Ratios of Log-Normal Distributions.-
Generalized Confidence Interval of the Ratio of Coefficients of Variation of
Birnbaum-Saunders Distribution.- Confidence Interval for Coefficient of
Variation of Inverse Gamma Distributions.- The Bayesian Confidence Interval
for the Mean of the Zero-inflated Poisson Distribution.