Intro
Preface
Organization
Contents
Part I
Contents
Part II
Hardware Description Language Enhancements for High Level Synthesis of Hardware Accelerators
1 Introduction
2 Literature Review
3 Methodology
3.1 Syntax Identification and Code Extraction
3.2 Syntax Transformation
3.3 Code Replacement
4 Implementation
4.1 Keyword Extractor
4.2 Argument Extractor
4.3 Syntax Transformation
5 Results
6 Conclusion and Future Work
References

CrDrcnn: Design and Development of Crow Optimization-Based Deep Recurrent Neural Network for Software Defect Prediction
1 Introduction
2 Related Works
2.1 Challenges
2.2 Feature Selection Using Wrapper Algorithm
3 Proposed Software Defect Prediction Model Using the Optimized Deep NN Classifier:
3.1 Software Defect Prediction Using Proposed Crow Optimization-Based DNN for Software Defect Prediction
4 Results and Discussion
4.1 Experimental Setup:
4.2 Performance Metrics
4.3 Comparative Analysis
4.4 Comparative Discussion
5 Conclusion
References

Text Sentiment Analysis Using the Bald Eagle-Based Bidirectional Long Short-Term Memory
1 Introduction
2 Motivation
3 Proposed Model for Sentiment Analysis Using the Textual Data
3.1 Data Pre-processing:
3.2 Feature Extraction
3.3 Textual Sentimental Analysis Using the Proposed Bald Eagle-Based Deep BiLSTM Classifier
3.4 Architecture of BiLSTM Classifier
4 Results and Discussion
4.1 Dataset Description
4.2 Parameter Metrics
4.3 Experimental Setup
4.4 Comparative Methods
4.5 Comparative Analysis of Bald Eagle Based BiLSTM Classifier
5 Conclusion

3 Proposed Methodology
3.1 Feature Extraction
3.2 Detection
3.3 Classification
4 Results and Discussion
5 Conclusion
References
A Secure Framework Based on Nature-Inspired Optimization for Vehicle Routing
1 Introduction
2 State of the Art
3 Proposed Framework
3.1 Registration Process
3.2 Communication Process
3.3 Proposed Algorithm for Vehicle Routing
4 Performance Evaluation
5 Conclusion
References
Detection of Bangla Hate Comments and Cyberbullying in Social Media Using NLP and Transformer Models
1 Introduction
2 Related Works