Computational Statistics and Data Intelligence : APCAMS 2023, Chongqing, China, June 24-26

• Autore: Wang Wenfeng
• Pubblicazione: Singapore : , : Springer, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (179 pages)
• Altri autori: DaiWanyang SrivastavaHari M
• Nota di contenuto: Intro -- Preface -- Conference Organization -- Contents -- Method of Spare Parts Inventory Decision on the Aircraft Integrity Performance -- 1 Introduction -- 2 Characteristics of Statistical Probability Distribution of Spare Parts Demand -- 2.1 Poisson Demand -- 2.2 Compound Poisson Demand -- 2.3 Expectation of Out-of-Stocks -- 3 Spare Parts Storage Model -- 3.1 Basic Assumptions -- 3.2 Model Building -- 3.3 Optimization Algorithms -- 3.4 Examples -- 4 Conclusion -- References -- Reliability Enhancement of Solar Panels Based on the Photocurrent Equality -- 1 Introduction -- 2 Solar Panel Power Generation -- 3 First-Order Reliability Analysis -- Problems and Methods -- 4 Reliability Analysis Formulation of Solar Panels -- 5 Discussion-A Numerical Experiment -- 6 First-Order Direct Reliability Analysis Problem -- 7 First-Order Inverse Reliability Analysis Problem -- 8 Conclusion and Future Works -- References -- Permutation Tests for the Partial Coefficient in a Multiple Linear Regression -- 1 Introduction -- 2 The Unified Framework for Permutation Tests for Testing the Partial Coefficient -- 2.1 The Permuting the Y's Method -- 2.2 The First Order Correction Method -- 2.3 The Second Order Correction Method -- 2.4 The First Order Correction Method Based on the Full Model -- 2.5 The Null Statistic-Based Permutation Test -- 3 The Choice of the Test Statistics -- 3.1 The Permuting the Y'S Method -- 3.2 The First Order Correction Method -- 3.3 The Modified First Order Correction Method -- 3.4 The Second Order Correction Method -- 3.5 The First Order Correction Method Based on the Full Model -- 3.6 The Null Statistic-Based Permutation Test -- 4 The Existing Methods and Their Relationships with the Proposed Methods -- 5 The Performance of the Permutation Tests -- 5.1 Theoretical Comparison -- 5.2 Numerical Comparison -- 5.3 Conclusions and Discussions. ; References -- Research on Population Mortality Based on Generalized Partially Function Linear Model with Interaction Term -- 1 Introduction -- 2 Model -- 3 Application -- 4 Conclusion -- References -- Research on Sleep Quality Based on Generalized Partially Function Linear Model with Unknown Link Function -- 1 Introduction -- 2 Generalized Partially Function Linear Models -- 3 Application to Sleep Quality -- 4 Conclusion -- References -- Decompositions and Packing of Complete 3-Uniform Hypergraph Into Hyperstar of a Certain Type -- 1 Introduction -- 2 Recursive Constructions -- 3 Some Small Orders -- 4 Conclusion -- References -- ANN Based Recognition of the Dimasa Tribal Language of North East India -- 1 Introduction -- 2 Literature Review -- 3 About Dimasa -- 4 Implementation -- 4.1 Training Data Implementation -- 4.2 Building the Neural Network -- 4.3 Testing the Neural Network -- 5 Results and Discussions -- 6 Conclusion -- References -- Missing Value Filling Method Based on Scale Data-Correlation Coefficient Method -- 1 Overview of Missing Data -- 1.1 Missing Data Classification and Processing Methods -- 1.2 Common Methods of Handling Missing Data -- 2 Data Sources and Research Methods -- 2.1 Data Sources -- 2.2 Sample Correlation Coefficients and Calculations -- 2.3 Correlation Coefficient Filling Method and Error Measure for Missing Values -- 3 Research Process and Results -- 4 Research Results -- References -- Sixth-Order Numerical Solver Based on Truncation Error for Solution of Nonlinear Fredholm Equations -- 1 Problems -- 2 The Numerical Method -- 2.1 The Algorithm -- 3 Numerical Experiments -- 4 Conclusion -- References -- System Analysis and Optimization for Random Dynamic Signals -- 1 Introduction -- 2 Estimation of Random Signals for Generalized Process in Intelligent Decision -- 3 Information Search and System Description. ; 4 Optimal Algorithm Analysis -- 5 Application Analysis -- 6 Future Work -- References -- Neighbor-Distinguishing Arc Colorings of Several Digraphs -- 1 Introduction -- 2 A General Digraph -- 3 Special Digraph -- 3.1 Cartesian Product Digraph -- 3.2 Strong Product Digraph -- 4 Conclusion -- References -- Modelling Odds and Probability of Stillbirth Due to Maternal Demography (Race, Marital Status, Maternal Age and Antenatal Care) Among Women in Malaysia: Case Study in a Public Hospital at Selangor -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Descriptive Analysis -- 3.2 Test of Independence (Chi Square Test) -- 3.3 Logistic Regression (Odd Ratio) -- 4 Discussion -- 5 Conclusion -- References -- Effectiveness of Roelands Formula with Constant VPC in EHL of Higher Pair Contact -- 1 Instruction -- 2 Modeling Approach -- 3 Fluid-Structure Coupling Governing Equations -- 3.1 Solid Governing Equation -- 3.2 Fluid-Structure Coupling Equation -- 4 Calculation Process -- 5 Effectiveness of Roelands Formula with Constant VPC -- 6 Conclusion -- References -- Numerical Simulation of Oxygen Jet Condensation in Cryogenic Liquid Rocket -- 1 Introduction -- 2 Calculation Procedure -- 2.1 Numerical Method -- 2.2 Physical Model -- 3 Result and Discussion -- 4 Conclusion -- References -- Numerical Simulation of Mechanical Bulging Process of a Large Three-Layer Rectangular Bellow -- 1 Introduction -- 2 The Scheme and Finite Element Modeling -- 2.1 The Scheme of Mechanical Bulging Process -- 2.2 The FE Model of the Mechanical Bulging Process -- 3 Results and Discussion -- 3.1 Wave Forming and Equivalent Strain Distribution -- 3.2 Dimensions and Wall Thickness of the Formed Bellows -- 4 Conclusion -- References -- Effects of Different Parameter Values on the Performance of CPWC-Based Local PWV Estimation -- 1 Introduction -- 2 Material and Methods -- 2.1 Hardware. ; 2.2 CPWC Technique for Local PWV Estimation -- 2.3 Acquisition Sequence -- 2.4 Data Processing -- 3 Results -- 4 Conclusion -- References -- A Robust Localization Algorithm for Intelligent and Connected Vehicles by Variational Bayesian Method -- 1 Introduction -- 2 Localization Algorithm Based on Variational Bayesian -- 3 Experiments -- 4 Conclusion -- References.
• Titolo autorizzato: Computational Statistics and Data Intelligence
• ISBN: 981-9744-38-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910878988003321
• Lo trovi qui: Univ. Federico II
• Serie: Springer Proceedings in Mathematics and Statistics Series