Linked e-resources
Details
Table of Contents
Intro
Organizing Committee and Key Members
Session Chair(s)
Invited Speaker(s)
Preface and Acknowledgment
Contents
About the Editors
Neuro-Fuzzy Logic Application in Speech Recognition
1 Introduction
2 Literature Review
3 Basic Concepts
3.1 Artificial Neural Networks (ANNs)
3.2 Fuzzy Logic (FL)
3.3 Relation between Neural Network and Fuzzy Logic
3.4 Neuro-Fuzzy System (NFS)
3.5 Speech Recognition
4 Experimental Results
5 Conclusion
References
A Machine Learning Model for Predicting COVID-19
1 Introduction
2 Methods
2.1 Collecting Initial Data
2.2 Data Pre-processing
2.3 Data Exploratory
2.4 Selecting the Model Techniques
2.5 Building the Model
2.6 Test Design
2.7 Model Validation
2.8 Model Relevance
3 Results
4 Discussion
5 Conclusion
References
Thyroid Disease Prediction Using a Novel Classification Enhancing MLP and Random Forest Algorithms
1 Introduction
2 Related Works
3 Proposed Method
4 Conclusion
References
YouTube Sentimental Analysis Using a Combined Approach of KNN and K-means Clustering Algorithm
1 Introduction
2 Related Works
3 Proposed Method
4 Conclusion
References
Big Data Analytics: Hybrid Classification in Brain Images Using BSO and SVM
1 Introduction
2 Related Works
3 Proposed Method
4 Conclusion
References
Breast Cancer Detection Using Hybrid Segmentation Using FOA and FCM Clustering
1 Introduction
1.1 Gap Analysis
2 Related Works
3 Proposed Method
4 Conclusion
References
Hybrid Optimization Using CC and PSO in Cryptography Encryption for Medical Images
1 Introduction
2 Related Works
3 Proposed Method
4 Conclusion
References
Boundary Element Method for Water Wave Interaction with Semicircular Porous Wave Barriers Placed over Stepped Seabed
1 Introduction
1.1 Objective
2 Mathematical Formulation
3 BEM-Based Solution Procedure
3.1 Energy Identity
4 Results and Discussions
5 Conclusions
References
Fostering STEM Education Competency for Elementary Education Students at Universities of Pedagogy in Vietnam
1 Introduction
2 Competence in STEM Education
3 Learning Characteristics of Students Majoring in Primary Education
4 Research Context
5 Research Methods
5.1 Respondents
5.2 Survey Content
5.3 Survey Method
6 Research Results
6.1 Current Status of STEM Education Competency of 4th Year Students
6.2 Assessment of the Necessity of Fostering STEM Educational Competency for Students
6.3 The Current Situation of Assessment on the Method of Organizing STEM Education Competency Building for Students
7 Discussion
8 Conclusion
References
Blockchain Based E-Medical Data Storage for Privacy Protection
1 Introduction
2 Related Work
3 Materials and Methods
3.1 Consensus Algorithms
3.2 Dataset
Organizing Committee and Key Members
Session Chair(s)
Invited Speaker(s)
Preface and Acknowledgment
Contents
About the Editors
Neuro-Fuzzy Logic Application in Speech Recognition
1 Introduction
2 Literature Review
3 Basic Concepts
3.1 Artificial Neural Networks (ANNs)
3.2 Fuzzy Logic (FL)
3.3 Relation between Neural Network and Fuzzy Logic
3.4 Neuro-Fuzzy System (NFS)
3.5 Speech Recognition
4 Experimental Results
5 Conclusion
References
A Machine Learning Model for Predicting COVID-19
1 Introduction
2 Methods
2.1 Collecting Initial Data
2.2 Data Pre-processing
2.3 Data Exploratory
2.4 Selecting the Model Techniques
2.5 Building the Model
2.6 Test Design
2.7 Model Validation
2.8 Model Relevance
3 Results
4 Discussion
5 Conclusion
References
Thyroid Disease Prediction Using a Novel Classification Enhancing MLP and Random Forest Algorithms
1 Introduction
2 Related Works
3 Proposed Method
4 Conclusion
References
YouTube Sentimental Analysis Using a Combined Approach of KNN and K-means Clustering Algorithm
1 Introduction
2 Related Works
3 Proposed Method
4 Conclusion
References
Big Data Analytics: Hybrid Classification in Brain Images Using BSO and SVM
1 Introduction
2 Related Works
3 Proposed Method
4 Conclusion
References
Breast Cancer Detection Using Hybrid Segmentation Using FOA and FCM Clustering
1 Introduction
1.1 Gap Analysis
2 Related Works
3 Proposed Method
4 Conclusion
References
Hybrid Optimization Using CC and PSO in Cryptography Encryption for Medical Images
1 Introduction
2 Related Works
3 Proposed Method
4 Conclusion
References
Boundary Element Method for Water Wave Interaction with Semicircular Porous Wave Barriers Placed over Stepped Seabed
1 Introduction
1.1 Objective
2 Mathematical Formulation
3 BEM-Based Solution Procedure
3.1 Energy Identity
4 Results and Discussions
5 Conclusions
References
Fostering STEM Education Competency for Elementary Education Students at Universities of Pedagogy in Vietnam
1 Introduction
2 Competence in STEM Education
3 Learning Characteristics of Students Majoring in Primary Education
4 Research Context
5 Research Methods
5.1 Respondents
5.2 Survey Content
5.3 Survey Method
6 Research Results
6.1 Current Status of STEM Education Competency of 4th Year Students
6.2 Assessment of the Necessity of Fostering STEM Educational Competency for Students
6.3 The Current Situation of Assessment on the Method of Organizing STEM Education Competency Building for Students
7 Discussion
8 Conclusion
References
Blockchain Based E-Medical Data Storage for Privacy Protection
1 Introduction
2 Related Work
3 Materials and Methods
3.1 Consensus Algorithms
3.2 Dataset