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Table of Contents
Intro
Preface
Committees
Contents
About the Editors
Multilevel Meshfree RBF-FD Method for Elliptic Partial Differential Equations
1 Introduction
2 Multilevel RBF-FD Formulation
2.1 Bootstrap Local Refinement Multilevel RBF-FD Method
2.2 Residue-Based V-Cycle Multilevel RBF-FD Method
3 Numerical Examples
3.1 Poisson Equation
3.2 Convection-Diffusion Problem
4 Convergence Analysis
5 Conclusions
References
Some Fixed Point Theorems in Fuzzy Strong b-Metric Spaces
1 Introduction
2 Preliminaries
3.4 Determination of the Expected Shortage
3.5 Mathematical Model
3.6 Derivation of the Optimal Solution
4 Numerical Example and Analysis of the Numerical Result
5 Concluding Remarks and Scope for Future Research
References
Existence of Quadruple Fixed Point Results in Ordered K-Metric Space Through C-Distance with Application in Integral Equation
1 Introduction
2 Preliminaries
3 Main Results
4 Some Comparison Between Berinde-Borcut's Result with Our Result
5 Application
6 Conclusion
References
Dice Similarity Measure for Fuzzy Numbers and its Applications in Multi-critera Decision Making and Pattern Recognition
1 Introduction
2 Preliminaries
3 New DSM for FNs
3.1 Properties
3.2 Comparative Study
4 MCDM via Proposed DSM
4.1 Methodology
4.2 Methodology
5 Pattern Recognition via Proposed DSM
5.1 Numerical Example
6 Conclusion
References
Identifying Cyberspace Users' Tendency in Blog Writing Using Machine Learning Algorithms
1 Introduction
2 Related Work
3 Methodology
3.1 Data set
3.2 Algorithms
3.3 Evaluation Metrics
4 Results and Discussion
5 Conclusions and Future Work
References
An Intelligent Intrusion Detection System Using a Novel Combination of PCA and MLP
1 Introduction
2 Related Work
3 Proposed Methodologies
3.1 Dataset Description
3.2 Data Preprocessing and Normalization
3.3 Dimension Reduction
3.4 Methodology
4 Experimental Setup and Evaluation Matrices
5 Result Analysis
5.1 Binary Classification
5.2 Multi Class Classification
6 Conclusion
References
Ion Partitioning Effects on Electroosmotic Flow Through pH Regulated Cylindrical Nanopore
Preface
Committees
Contents
About the Editors
Multilevel Meshfree RBF-FD Method for Elliptic Partial Differential Equations
1 Introduction
2 Multilevel RBF-FD Formulation
2.1 Bootstrap Local Refinement Multilevel RBF-FD Method
2.2 Residue-Based V-Cycle Multilevel RBF-FD Method
3 Numerical Examples
3.1 Poisson Equation
3.2 Convection-Diffusion Problem
4 Convergence Analysis
5 Conclusions
References
Some Fixed Point Theorems in Fuzzy Strong b-Metric Spaces
1 Introduction
2 Preliminaries
3.4 Determination of the Expected Shortage
3.5 Mathematical Model
3.6 Derivation of the Optimal Solution
4 Numerical Example and Analysis of the Numerical Result
5 Concluding Remarks and Scope for Future Research
References
Existence of Quadruple Fixed Point Results in Ordered K-Metric Space Through C-Distance with Application in Integral Equation
1 Introduction
2 Preliminaries
3 Main Results
4 Some Comparison Between Berinde-Borcut's Result with Our Result
5 Application
6 Conclusion
References
Dice Similarity Measure for Fuzzy Numbers and its Applications in Multi-critera Decision Making and Pattern Recognition
1 Introduction
2 Preliminaries
3 New DSM for FNs
3.1 Properties
3.2 Comparative Study
4 MCDM via Proposed DSM
4.1 Methodology
4.2 Methodology
5 Pattern Recognition via Proposed DSM
5.1 Numerical Example
6 Conclusion
References
Identifying Cyberspace Users' Tendency in Blog Writing Using Machine Learning Algorithms
1 Introduction
2 Related Work
3 Methodology
3.1 Data set
3.2 Algorithms
3.3 Evaluation Metrics
4 Results and Discussion
5 Conclusions and Future Work
References
An Intelligent Intrusion Detection System Using a Novel Combination of PCA and MLP
1 Introduction
2 Related Work
3 Proposed Methodologies
3.1 Dataset Description
3.2 Data Preprocessing and Normalization
3.3 Dimension Reduction
3.4 Methodology
4 Experimental Setup and Evaluation Matrices
5 Result Analysis
5.1 Binary Classification
5.2 Multi Class Classification
6 Conclusion
References
Ion Partitioning Effects on Electroosmotic Flow Through pH Regulated Cylindrical Nanopore