Intro
Preface
Contents
About the Editors
Chaotic Ions Motion Optimization (CIMO) for Biological Sequences Local Alignment: COVID-19 as a Case Study
1 Introduction
2 IMO Algorithm
3 Chaotic IMO (CIMO)
4 Experimental Results and Discussions
5 Conclusion
References
Differential Evolution-Based Shot Boundary Detection Algorithm for Content-Based Video Retrieval
1 Introduction
2 Proposed Method
2.1 Shot Boundary Detection Algorithm with DE and SVM
3 Experiment and Results
4 Conclusion
References

Qutrit-Based Genetic Algorithm for Hyperspectral Image Thresholding
1 Introduction
2 Fundamental Concepts of Quantum Computing
3 HSI Band Selection Based on Interactive Information
4 Proposed Methodology
4.1 HSI Pre-processing Stage
4.2 QutritGA
5 Experimental Results
5.1 Dataset
5.2 Analysis
6 Conclusion
References
Employing Parallel Hardware Architectures to Diagnose Sickle Cell Anemia in Real-Time Basis
1 Introduction
2 Literature Review
3 Parallel Hardware Implementation
3.1 FPGA
3.2 GPU
4 Diagnostic Algorithm of SCA

5 Results and Discussion
6 Conclusion
References
Implementing a Hardware Accelerator to Enhance the Recognition Performance of the Fruit Mature
1 Introduction
2 Fruit Recognition Process
2.1 Color-Threshold
2.2 K-Means Clustering
2.3 Hardware Implementation
3 Results and Discussion
4 Conclusions
References
Time Series Modelling and Forecasting of Patient Arrivals at an Emergency Department of a Select Hospital
1 Introduction
2 Review of Literature
3 Context of the Study
4 Data Analysis
4.1 Descriptive Analysis

4.2 Predictive Analytics: Modelling Patient Arrivals for Operational Shift One from 12 AM to 8 AM
4.3 Modelling Patient Arrivals for Operational Shift Two from 8 AM to 8 PM
4.4 Modelling Patient Arrivals for Operational Shift Three from 8 PM to 12 AM
5 Conclusions and Future Work
References
Deep Convolutional Neural Network-Based Diagnosis of Invasive Ductal Carcinoma
1 Introduction
2 Related Works
3 Methods
3.1 Dataset Description
3.2 Model Architecture
4 Result
5 Conclusion and Discussion
References

Speaker Identification in Spoken Language Mismatch Condition: An Experimental Study
1 Introduction
2 Speaker Identification Experiments
2.1 Experimental Data
2.2 Architecture of SID System
2.3 Experimental Setup
3 Result and Discussion
4 Conclusion
References
Ultrasound Image Classification Using ACGAN with Small Training Dataset
1 Introduction
2 Related Works
2.1 Transfer Learning
2.2 GAN
2.3 ACGAN
3 Proposed Method
3.1 Data Augmentation
3.2 Training Classifier
3.3 Classifying Test Images
4 Result
4.1 Dataset
4.2 Experimental Setup