國立虎尾科技大學 |

Integrated Uncertainty in Knowledge Modelling and Decision Making = 8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Integrated Uncertainty in Knowledge Modelling and Decision Making/ edited by Van-Nam Huynh, Tomoe Entani, Chawalit Jeenanunta, Masahiro Inuiguchi, Pisal Yenradee.
其他題名:	8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings /
其他作者:	Huynh, Van-Nam.
面頁冊數:	XIV, 432 p. 131 illus., 76 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-62509-2
ISBN:	9783030625092

Integrated Uncertainty in Knowledge Modelling and Decision Making = 8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings /
Integrated Uncertainty in Knowledge Modelling and Decision Making8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings /[electronic resource] :edited by Van-Nam Huynh, Tomoe Entani, Chawalit Jeenanunta, Masahiro Inuiguchi, Pisal Yenradee. - 1st ed. 2020. - XIV, 432 p. 131 illus., 76 illus. in color.online resource. - Lecture Notes in Artificial Intelligence ;12482. - Lecture Notes in Artificial Intelligence ;9285.

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 Detection in 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.

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.

ISBN: 9783030625092

Standard No.: 10.1007/978-3-030-62509-2doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Integrated Uncertainty in Knowledge Modelling and Decision Making = 8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings /
LDR:05756nam a22004095i 4500 001 1022454
003 DE-He213
005 20201101190839.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030625092 $9 978-3-030-62509-2
024 7 $a 10.1007/978-3-030-62509-2 $2 doi
035 $a 978-3-030-62509-2
050 4 $a Q334-342
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Integrated Uncertainty in Knowledge Modelling and Decision Making $h [electronic resource] : $b 8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings / $c edited by Van-Nam Huynh, Tomoe Entani, Chawalit Jeenanunta, Masahiro Inuiguchi, Pisal Yenradee.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XIV, 432 p. 131 illus., 76 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Lecture Notes in Artificial Intelligence ; $v 12482
505 0 $a 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 Detection in 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.
520 $a 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.
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computer science—Mathematics. $3 1253519
650 0 $a Computers. $3 565115
650 0 $a Optical data processing. $3 639187
650 1 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Mathematics of Computing. $3 669457
650 2 4 $a Information Systems and Communication Service. $3 669203
650 2 4 $a Theory of Computation. $3 669322
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 671334
700 1 $a Huynh, Van-Nam. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 678994
700 1 $a Entani, Tomoe. $e editor. $1 https://orcid.org/0000-0003-0859-6446 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1318177
700 1 $a Jeenanunta, Chawalit. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1318178
700 1 $a Inuiguchi, Masahiro. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 792461
700 1 $a Yenradee, Pisal. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1318179
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030625085
776 0 8 $i Printed edition: $z 9783030625108
830 0 $a Lecture Notes in Artificial Intelligence ; $v 9285 $3 1253845
856 4 0 $u https://doi.org/10.1007/978-3-030-62509-2
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)