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Preface; Contents; Contributors; 1 Quality Engineering Today; 2 Overview of Reliability Engineering; Abstract; 1 The Late 1940s; 2 The 1950s; 3 The 1960s; 4 The 1970s; 5 The 1980s; 6 The 1990s; 7 The 2000s; 8 Present Status; 9 Reliability Engineering in Asia; References; Applications of Statistics in Industry; 3 Identifying the Source of Variance Shifts in Multivariate Statistical Process Control Using Ensemble Classifiers; Abstract; 1 Introduction; 2 Theoretical Background; 2.1 Decision Tree; 2.2 Ensemble-Based Classification Model.
3 Proposed Decision Tree-Based Ensemble Classification Model3.1 Building Single DT-Based Classification Model; 3.1.1 Generation of Training Data Set; 3.1.2 Selection of Input Vector; 3.1.3 Building Tree Models; 3.2 Proposed DT Ensemble Model; 4 Results and Discussion; 5 Conclusion; References; 4 Nonparametric Wavelet-Based Multivariate Control Chart for Rotating Machinery Condition Monitoring; Abstract; 1 Introduction; 2 Theoretical Background: DWT, SPC, and Bootstrapping; 2.1 Discrete Wavelet Transformation (DWT); 2.2 Control Chart in Statistical Process Control (SPC).
2.3 Nonparametric Approach for Non-normality Situations: Bootstrapping3 The Proposed Control Chart: MWS-Based Bootstrap Control Chart; 3.1 Multiscale Wavelet Scalogram (MWS); 3.2 MWS-Based Bootstrap Control Chart (MWSB Chart); 4 Illustrative Example: Bearing Condition Monitoring with Localized Defect; 5 MWSB Chart Performance Evaluation: ARL0 and ARL1; 6 Conclusion and Future Work; References; Six Sigma Practices; 5 From Belts to Baldrige; Abstract; 1 Introduction; 2 Case Study; 3 Conclusion; TQM and Quality Audit; 6 Risk Management in Internal Audit Planning; Abstract; 1 Introduction.
2 Background of the Problem3 Current Process; 3.1 Problem Identification; 3.2 Proposed Solution: Risk Management in Audit Planning; 3.3 Results; 4 Conclusion; References; Quality in Education; 7 Analysis of Students' Feedback to Improve Course Programme ANQ Congress 2014 Singapore; Abstract; 1 Introduction; 1.1 EduTrust Certification; 2 Background of the Problem; 2.1 Service Targets; 2.2 Processes Adopted in the School; 2.3 Six Sigma Methodology; 3 Define Phase; 3.1 Goal Statement; 3.2 SIPOC (Supplier-Input-Process-Output-Customer); 4 Measure Phase; 4.1 Data Collection.
4.2 Fish Bone (Cause and Effect Diagram)4.3 Simple Attribute Gauge Repeatability and Reproducibility (GR & R) Studies; 5 Analysis Phase; 5.1 Pareto Analysis; 5.2 Root Cause Analysis; 6 Improve Phase; 6.1 Focus Group Discussion; 6.2 Trial Run for Selected Students; 6.3 Modified Curriculum Offered to All Students; 7 Control Phase; 7.1 Results Confirmation; 7.2 Close Monitoring; 8 Conclusion; References; 8 The Impact of ASEAN University Network-Quality Assurance (AUN-QA) Assessment on the Quality of Educational Programmes; Abstract; 1 Introduction; 2 Background of AUN-QA Network.
3 Proposed Decision Tree-Based Ensemble Classification Model3.1 Building Single DT-Based Classification Model; 3.1.1 Generation of Training Data Set; 3.1.2 Selection of Input Vector; 3.1.3 Building Tree Models; 3.2 Proposed DT Ensemble Model; 4 Results and Discussion; 5 Conclusion; References; 4 Nonparametric Wavelet-Based Multivariate Control Chart for Rotating Machinery Condition Monitoring; Abstract; 1 Introduction; 2 Theoretical Background: DWT, SPC, and Bootstrapping; 2.1 Discrete Wavelet Transformation (DWT); 2.2 Control Chart in Statistical Process Control (SPC).
2.3 Nonparametric Approach for Non-normality Situations: Bootstrapping3 The Proposed Control Chart: MWS-Based Bootstrap Control Chart; 3.1 Multiscale Wavelet Scalogram (MWS); 3.2 MWS-Based Bootstrap Control Chart (MWSB Chart); 4 Illustrative Example: Bearing Condition Monitoring with Localized Defect; 5 MWSB Chart Performance Evaluation: ARL0 and ARL1; 6 Conclusion and Future Work; References; Six Sigma Practices; 5 From Belts to Baldrige; Abstract; 1 Introduction; 2 Case Study; 3 Conclusion; TQM and Quality Audit; 6 Risk Management in Internal Audit Planning; Abstract; 1 Introduction.
2 Background of the Problem3 Current Process; 3.1 Problem Identification; 3.2 Proposed Solution: Risk Management in Audit Planning; 3.3 Results; 4 Conclusion; References; Quality in Education; 7 Analysis of Students' Feedback to Improve Course Programme ANQ Congress 2014 Singapore; Abstract; 1 Introduction; 1.1 EduTrust Certification; 2 Background of the Problem; 2.1 Service Targets; 2.2 Processes Adopted in the School; 2.3 Six Sigma Methodology; 3 Define Phase; 3.1 Goal Statement; 3.2 SIPOC (Supplier-Input-Process-Output-Customer); 4 Measure Phase; 4.1 Data Collection.
4.2 Fish Bone (Cause and Effect Diagram)4.3 Simple Attribute Gauge Repeatability and Reproducibility (GR & R) Studies; 5 Analysis Phase; 5.1 Pareto Analysis; 5.2 Root Cause Analysis; 6 Improve Phase; 6.1 Focus Group Discussion; 6.2 Trial Run for Selected Students; 6.3 Modified Curriculum Offered to All Students; 7 Control Phase; 7.1 Results Confirmation; 7.2 Close Monitoring; 8 Conclusion; References; 8 The Impact of ASEAN University Network-Quality Assurance (AUN-QA) Assessment on the Quality of Educational Programmes; Abstract; 1 Introduction; 2 Background of AUN-QA Network.