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020 _a9783030980184
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024 7 _a10.1007/978-3-030-98018-4
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
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082 0 4 _a006.3
_223
245 1 0 _aIntegrated Uncertainty in Knowledge Modelling and Decision Making
_h[electronic resource] :
_b9th International Symposium, IUKM 2022, Ishikawa, Japan, March 18-19, 2022, Proceedings /
_cedited by Katsuhiro Honda, Tomoe Entani, Seiki Ubukata, Van-Nam Huynh, Masahiro Inuiguchi.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXV, 379 p. 98 illus., 42 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13199
505 0 _aUncertainty 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.
520 _aThis 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.
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aAlgorithms.
_93390
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Engineering and Networks.
_9118657
650 2 4 _aMathematics of Computing.
_931875
650 2 4 _aDesign and Analysis of Algorithms.
_931835
700 1 _aHonda, Katsuhiro.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_9118658
700 1 _aEntani, Tomoe.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9118659
700 1 _aUbukata, Seiki.
_eeditor.
_4edt
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_9118660
700 1 _aHuynh, Van-Nam.
_eeditor.
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_9118661
700 1 _aInuiguchi, Masahiro.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_9118662
710 2 _aSpringerLink (Online service)
_9118663
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030980177
776 0 8 _iPrinted edition:
_z9783030980191
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13199
_9118664
856 4 0 _uhttps://doi.org/10.1007/978-3-030-98018-4
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