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Table of Contents
Intro
Preface
Contents
About the Editors
1 A Study on Interval-Valued Intuitionistic Fuzzy Oscillatory Region
1 Introduction
2 Preliminaries
3 On IVIF-Set Oscillatory Region
4 Conclusion
References
2 Face Mask Detection Using Keras/Tensorflow
1 Introduction
1.1 Objectives
2 Proposed Approach
2.1 Visualization of Data
2.2 Reshaping of Images
2.3 Model Training
2.4 Proposed Approach
3 Result
4 Conclusion
References
3 Simulation-Based Comparative Study for Effective Cell Selection in Cellular Networks
1 Introduction
2 Literature Review
3 Simulations and Result
4 Conclusion
References
4 Comparative Analysis of Detection of Network Attacks Using Deep Learning Algorithms
1 Introduction
2 Literature Review
3 Detection of Network Attacks Using Deep Learning
3.1 Attack Detection's Deep Learning Applications
3.2 Deep Belief Network
4 Methodologies Being Used
5 Comparisons and Analysis
6 Conclusion
7 Future Scope
References
5 Multi-Criteria Decision-Making Problems in an Interval Number Based on TOPSIS Method
1 Introduction
2 Preliminaries
2.1 Definitions
2.2 Multi-Criteria Decision-Making
3 Methodology
4 Numerical Example
5 Comparison Analysis of other Method
6 Conclusions and Future Work
References
6 Sentiment Analysis of Twitter Data by Natural Language Processing and Machine Learning
1 Introduction
2 Literature Survey
2.1 Natural Language Processing
2.2 Overview of Machine Learning
3 Proposed System and Methodology
3.1 Extracting Twitter Data Set
3.2 Cleaning the Data Set
3.3 Separation of Tweets
3.4 Remove Stop Words Using Natural Language Processing
3.5 Machine Learning Classifiers
3.6 Calculate Parameters
3.7 Compare Results
4 Experimental Results and Analysis
4.1 Positive Tweets
4.2 WordCloud of Positive Tweets
4.3 Negative Tweets
4.4 WordCloud of Negative Tweets
4.5 Confusion Matrix
4.6 Performance Measure
5 Conclusion
References
7 A Generalized Fuzzy TOPSIS Technique in Multi-Criteria Decision-Making for Evaluation of Temperature
1 Introduction
2 Preliminaries
2.1 Definitions
2.2 Multi-Criteria Decision-Making
2.3 Fuzzy Multi-Criteria Decision-Making
3 Methodology
3.1 AHP Method
3.2 Fuzzy AHP Method
3.3 TOPSIS Method
3.4 Fuzzy TOPSIS Method
4 Numerical Example
5 Conclusion
References
8 UWB FR4-Based CPW-Fed Equilateral Triangular Slot Antenna for CubeSat Communication
1 Introduction
2 Antenna Design and Structure
3 Antenna Performances and Results Synthesis
4 Conclusions
References
9 Comparative Study of Support Vector Machine Based Intrusion Detection System and Convolution Neural Network Based Intrusion Detection System
1 Introduction
2 Literature Survey
3 Background
4 Datasets and Evaluation Metrics
5 Proposed Technique
Preface
Contents
About the Editors
1 A Study on Interval-Valued Intuitionistic Fuzzy Oscillatory Region
1 Introduction
2 Preliminaries
3 On IVIF-Set Oscillatory Region
4 Conclusion
References
2 Face Mask Detection Using Keras/Tensorflow
1 Introduction
1.1 Objectives
2 Proposed Approach
2.1 Visualization of Data
2.2 Reshaping of Images
2.3 Model Training
2.4 Proposed Approach
3 Result
4 Conclusion
References
3 Simulation-Based Comparative Study for Effective Cell Selection in Cellular Networks
1 Introduction
2 Literature Review
3 Simulations and Result
4 Conclusion
References
4 Comparative Analysis of Detection of Network Attacks Using Deep Learning Algorithms
1 Introduction
2 Literature Review
3 Detection of Network Attacks Using Deep Learning
3.1 Attack Detection's Deep Learning Applications
3.2 Deep Belief Network
4 Methodologies Being Used
5 Comparisons and Analysis
6 Conclusion
7 Future Scope
References
5 Multi-Criteria Decision-Making Problems in an Interval Number Based on TOPSIS Method
1 Introduction
2 Preliminaries
2.1 Definitions
2.2 Multi-Criteria Decision-Making
3 Methodology
4 Numerical Example
5 Comparison Analysis of other Method
6 Conclusions and Future Work
References
6 Sentiment Analysis of Twitter Data by Natural Language Processing and Machine Learning
1 Introduction
2 Literature Survey
2.1 Natural Language Processing
2.2 Overview of Machine Learning
3 Proposed System and Methodology
3.1 Extracting Twitter Data Set
3.2 Cleaning the Data Set
3.3 Separation of Tweets
3.4 Remove Stop Words Using Natural Language Processing
3.5 Machine Learning Classifiers
3.6 Calculate Parameters
3.7 Compare Results
4 Experimental Results and Analysis
4.1 Positive Tweets
4.2 WordCloud of Positive Tweets
4.3 Negative Tweets
4.4 WordCloud of Negative Tweets
4.5 Confusion Matrix
4.6 Performance Measure
5 Conclusion
References
7 A Generalized Fuzzy TOPSIS Technique in Multi-Criteria Decision-Making for Evaluation of Temperature
1 Introduction
2 Preliminaries
2.1 Definitions
2.2 Multi-Criteria Decision-Making
2.3 Fuzzy Multi-Criteria Decision-Making
3 Methodology
3.1 AHP Method
3.2 Fuzzy AHP Method
3.3 TOPSIS Method
3.4 Fuzzy TOPSIS Method
4 Numerical Example
5 Conclusion
References
8 UWB FR4-Based CPW-Fed Equilateral Triangular Slot Antenna for CubeSat Communication
1 Introduction
2 Antenna Design and Structure
3 Antenna Performances and Results Synthesis
4 Conclusions
References
9 Comparative Study of Support Vector Machine Based Intrusion Detection System and Convolution Neural Network Based Intrusion Detection System
1 Introduction
2 Literature Survey
3 Background
4 Datasets and Evaluation Metrics
5 Proposed Technique