Integrated Uncertainty in Knowledge Modelling and Decision Making : 9th International Symposium, IUKM 2022, Ishikawa, Japan, March 18–19, 2022, Proceedings / edited by Katsuhiro Honda, Tomoe Entani, Seiki Ubukata, Van-Nam Huynh, Masahiro Inuiguchi.

Format:

Book

Contributor:

Honda, Katsuhiro, 1973- editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 13199

Language:

English

Subjects (All):

Artificial intelligence.

Computer engineering.

Computer networks.

Computer science--Mathematics.

Computer science.

Algorithms.

Artificial Intelligence.

Computer Engineering and Networks.

Mathematics of Computing.

Design and Analysis of Algorithms.

Local Subjects:

Artificial Intelligence.

Computer Engineering and Networks.

Mathematics of Computing.

Design and Analysis of Algorithms.

Physical Description:

1 online resource (389 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

This book constitutes the refereed proceedings of the 98th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2021, held in Ishikawa, Japan, in March 2022. The 30 full papers presented were carefully reviewed and selected from 46 submissions. The papers deal with all aspects of uncertainty modelling and management and are organized in topical sections on uncertainty management and decision making, optimization and statistical methods, pattern classification and data analysis, machine learning, and economic applications.

Contents:

Uncertainty Management and Decision Making Measuring Quality of Belief Function Approximations

The Lattice Structure of Coverings in an Incomplete Information Table with Value Similarity

Group Formation Models Based on Inner Evaluations of Members

Preference-based Assessment of Organizational Risk in Complex Environments

A Data-driven Weighting Method Based on DEA Model for Evaluating Innovation Capability in Banking

Decision Analysis with the Set of Normalized Triangular Fuzzy Weight Vectors in Fuzzy AHP

Optimization and Statistical Methods Coyote Optimization Algorithm with Linear Convergence for Global Numerical Optimization

Accounting for Gaussian Process Imprecision in Bayesian Optimization

Additional Out-group Search for JADE

Confidence Intervals for Mean of Delta Two-parameter Exponential Distribution

An Analysis to Treat the Degeneracy of a Basic Feasible Solution in Interval Linear Programming

Job-satisfaction Enhancement in Nurse Scheduling: A Case of Hospital Emergency Department in Thailand

Analysis of Medical Data Using Interval Estimators for Common Mean of Gaussian Distributions with Unknown Coefficients of Variation

Pattern Classification and Data Analysis On Some Fuzzy Clustering Algorithms for Time-Series Data

On an Multi-directional Searching Algorithm for Two Fuzzy Clustering Methods for Categorical Multivariate Data

On Some Fuzzy Clustering Algorithms with Cluster-wise Covariance

Hybrid Rule-Based Classification by Integrating Expert Knowledge and Data

A Comparative Study on Utilization of Semantic Information in Fuzzy Co-clustering

On the Effects of Data Protection on Multi-database Data-driven Models

Machine Learning Toward Latent Cognizance on Open-set Recognition

Noise Fuzzy Clustering-based Robust Non-negative Matrix Factorization with I-divergence Criterion

Topic Modeling of Political Dynamics with Shifted Cosine Similarity

A Genetic Algorithm Based Artificial Neural Network for Production Rescheduling Problem

Transductive Learning Based on Low-Rank Representation with Convex Constraints

Economic Applications Hedging Agriculture Commodities Futures with Histogram Data Based on Conditional Copula-GJR-GARCH

Predicting Energy Price Volatility using Hybrid Artificial Neural Networks with GARCH-type Models

Estimating Wind Speed by using Confidence Intervals for the Median in a Three-Parameter Lognormal Model

Trust Uncertainty Modeling in Agri-food Logistic Decision Making

Investigating the Predictive Power of Google Trend and Real Price Indexes in Forecasting the Inflation Volatility

Price Volatility Dependence Structure Change among Agricultural Commodity Futures due to Extreme Event: an Analysis with the Vine Copula.

Other Format:

Print version: Honda, Katsuhiro Integrated Uncertainty in Knowledge Modelling and Decision Making

ISBN:

9783030980184

3030980189