| Título : |
8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings |
| Tipo de documento: |
documento electrónico |
| Autores: |
Huynh, Van-Nam, ; Entani, Tomoe, ; Jeenanunta, Chawalit, ; Inuiguchi, Masahiro, ; Yenradee, Pisal, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2020 |
| Número de páginas: |
XIV, 432 p. 131 ilustraciones, 76 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-62509-2 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Teoría de la Computación Visión Ingeniería Informática y Redes Matemáticas de la Computación Inteligencia artificial Visión por computador Red informática Ingeniería Informática Matemáticas Informática Procesamiento de imágenes |
| Índice Dewey: |
006.3 Inteligencia artificial |
| Resumen: |
Este libro constituye las actas arbitradas del 8.º Simposio Internacional sobre Incertidumbre Integrada en la Modelización del Conocimiento y la Toma de Decisiones, IUKM 2020, celebrado en Phuket, Tailandia, en noviembre de 2020.* Los 35 artículos completos presentados fueron cuidadosamente revisados y seleccionados entre 55 presentaciones. Los artículos abordan todos los aspectos de la modelización y gestión de la incertidumbre y están organizados en secciones temáticas sobre gestión de la incertidumbre y apoyo a las decisiones; aprendizaje automático; aplicaciones de aprendizaje automático; aplicaciones econométricas; y métodos estadísticos. *La conferencia se realizó de manera virtual debido a la pandemia de COVID-19. |
| Nota de contenido: |
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. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
8th International Symposium, IUKM 2020, Phuket, Thailand, November 11–13, 2020, Proceedings [documento electrónico] / Huynh, Van-Nam, ; Entani, Tomoe, ; Jeenanunta, Chawalit, ; Inuiguchi, Masahiro, ; Yenradee, Pisal, . - 1 ed. . - [s.l.] : Springer, 2020 . - XIV, 432 p. 131 ilustraciones, 76 ilustraciones en color. ISBN : 978-3-030-62509-2 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Teoría de la Computación Visión Ingeniería Informática y Redes Matemáticas de la Computación Inteligencia artificial Visión por computador Red informática Ingeniería Informática Matemáticas Informática Procesamiento de imágenes |
| Índice Dewey: |
006.3 Inteligencia artificial |
| Resumen: |
Este libro constituye las actas arbitradas del 8.º Simposio Internacional sobre Incertidumbre Integrada en la Modelización del Conocimiento y la Toma de Decisiones, IUKM 2020, celebrado en Phuket, Tailandia, en noviembre de 2020.* Los 35 artículos completos presentados fueron cuidadosamente revisados y seleccionados entre 55 presentaciones. Los artículos abordan todos los aspectos de la modelización y gestión de la incertidumbre y están organizados en secciones temáticas sobre gestión de la incertidumbre y apoyo a las decisiones; aprendizaje automático; aplicaciones de aprendizaje automático; aplicaciones econométricas; y métodos estadísticos. *La conferencia se realizó de manera virtual debido a la pandemia de COVID-19. |
| Nota de contenido: |
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. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
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Hacer una sugerencia Refinar búsqueda7th International Symposium, IUKM 2019, Nara, Japan, March 27–29, 2019, Proceedings / Seki, Hirosato ; Nguyen, Canh Hao ; Huynh, Van-Nam ; Inuiguchi, Masahiro
