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Table of Contents
Intro
Preface
Contents
Editors and Contributors
Comparative Study of Metaheuristic Algorithms for Scheduling in Cloud Computing Based on QoS Parameters
1 Introduction
1.1 Contributions
2 Review Literature
3 Scheduling Approaches
3.1 Heuristic Approaches
3.2 Metaheuristic Approaches
4 Problem Description and QoS Parameters
5 Comparative Analysis of PSO, GA, and ACO
6 Conclusion and Future Work
References
Impact of Spatial Distribution of Repeated Samples on the Geometry of Hyperplanes
1 Introduction
2 Review of SVM Classifiers
2.1 Support Vector Machine (SVM)
3 Experimental Setup, Results, and Analysis
3.1 Dataset Used
3.2 Algorithm
3.3 Case 1 and Case 3: Repeating the Left-Side Support Vectors Belonging to the Positive and Negative Classes
3.4 Case 2 and Case 4: Repeating the Right-Side Support Vectors Belonging to the Positive and Negative Classes
4 Conclusion and Future Directions
References
IoT-Based Smart Farming for Sustainable Agriculture
1 Introduction
2 Methodology
2.1 IoT in Indian Agriculture and Its Applications
2.2 Agridat Package in RStudio
3 Results
4 Discussion
5 Conclusion
References
ELM-Based Liver Disease Prediction Model
1 Introduction
2 Extreme Learning Machine
3 Dataset
4 Proposed Methodology
5 Result and Discussion
5.1 Performance Analysis of ELM Using 80:20 Training-Testing Ratio
5.2 Performance Analysis of ELM Using 70:30 Training-Testing Ratio
5.3 Comparison with Other Published Works Done in the Same Domain
6 Conclusion
References
Intercompatibility of IoT Devices Using Matter: Next-Generation IoT Connectivity Protocol
1 Introduction
1.1 Current Alternatives
2 Need for Matter
2.1 Smart Home Ecosystems
2.2 Consumer and Manufacturer Standpoint
2.3 Security
3 What is Matter
3.1 Architecture
3.2 Security
4 Thread for Matter
5 Outcome
5.1 Moving Forward
References
Role of Node Centrality for Information Dissemination in Delhi Metro Network
1 Introduction
1.1 Our Contributions
2 Characteristics of the Network
2.1 Structural Properties
2.2 Centrality Metrics
3 Methodology
3.1 Construction of Delhi Metro Network
3.2 Information Diffusion Model
4 Results
4.1 Identifying Prominent Metro Stations
4.2 Role of the Central Most Station on Information Dissemination
4.3 Identifying Efficient Centrality Measure by Regression Analysis
4.4 Connectivity Analysis
5 Conclusion
References
Biometric Iris Recognition System's Software and Hardware Implementation Using LabVIEW Tool
1 Introduction
2 Methodology
3 Drawbacks of the Research Works Done by Earlier Researchers
4 Image Analysis and the Image Recognition Algorithmic Steps
5 Recognition of Iris Procedures Utilizing Sing DIP Summaries
6 Overview of the LabVIEW Concepts
7 Proposed Contributions
8 Conclusions
Preface
Contents
Editors and Contributors
Comparative Study of Metaheuristic Algorithms for Scheduling in Cloud Computing Based on QoS Parameters
1 Introduction
1.1 Contributions
2 Review Literature
3 Scheduling Approaches
3.1 Heuristic Approaches
3.2 Metaheuristic Approaches
4 Problem Description and QoS Parameters
5 Comparative Analysis of PSO, GA, and ACO
6 Conclusion and Future Work
References
Impact of Spatial Distribution of Repeated Samples on the Geometry of Hyperplanes
1 Introduction
2 Review of SVM Classifiers
2.1 Support Vector Machine (SVM)
3 Experimental Setup, Results, and Analysis
3.1 Dataset Used
3.2 Algorithm
3.3 Case 1 and Case 3: Repeating the Left-Side Support Vectors Belonging to the Positive and Negative Classes
3.4 Case 2 and Case 4: Repeating the Right-Side Support Vectors Belonging to the Positive and Negative Classes
4 Conclusion and Future Directions
References
IoT-Based Smart Farming for Sustainable Agriculture
1 Introduction
2 Methodology
2.1 IoT in Indian Agriculture and Its Applications
2.2 Agridat Package in RStudio
3 Results
4 Discussion
5 Conclusion
References
ELM-Based Liver Disease Prediction Model
1 Introduction
2 Extreme Learning Machine
3 Dataset
4 Proposed Methodology
5 Result and Discussion
5.1 Performance Analysis of ELM Using 80:20 Training-Testing Ratio
5.2 Performance Analysis of ELM Using 70:30 Training-Testing Ratio
5.3 Comparison with Other Published Works Done in the Same Domain
6 Conclusion
References
Intercompatibility of IoT Devices Using Matter: Next-Generation IoT Connectivity Protocol
1 Introduction
1.1 Current Alternatives
2 Need for Matter
2.1 Smart Home Ecosystems
2.2 Consumer and Manufacturer Standpoint
2.3 Security
3 What is Matter
3.1 Architecture
3.2 Security
4 Thread for Matter
5 Outcome
5.1 Moving Forward
References
Role of Node Centrality for Information Dissemination in Delhi Metro Network
1 Introduction
1.1 Our Contributions
2 Characteristics of the Network
2.1 Structural Properties
2.2 Centrality Metrics
3 Methodology
3.1 Construction of Delhi Metro Network
3.2 Information Diffusion Model
4 Results
4.1 Identifying Prominent Metro Stations
4.2 Role of the Central Most Station on Information Dissemination
4.3 Identifying Efficient Centrality Measure by Regression Analysis
4.4 Connectivity Analysis
5 Conclusion
References
Biometric Iris Recognition System's Software and Hardware Implementation Using LabVIEW Tool
1 Introduction
2 Methodology
3 Drawbacks of the Research Works Done by Earlier Researchers
4 Image Analysis and the Image Recognition Algorithmic Steps
5 Recognition of Iris Procedures Utilizing Sing DIP Summaries
6 Overview of the LabVIEW Concepts
7 Proposed Contributions
8 Conclusions