Explainable AI Applications for Human Behavior Analysis

Title Page
Copyright Page
Book Series
Table of Contents
Detailed Table of Contents
Preface
Chapter 1: Exploring Innovative Metrics to Benchmark and Ensure Robustness in AI Systems
Chapter 2: New Framework Modeling for Big Data Analysis of the Future
Chapter 3: Shedding Light on Dataset Influence for More Transparent Machine Learning
Chapter 4: An Optimized Clustering Quality Analysis in K-Means Cluster Using Silhouette Scores
Chapter 5: Comparative Analysis of Belief Propagation and Layered Decoding Algorithms for LDPC Codes
Chapter 6: Design and Development of Compensation Topologies in WPT Using MATLAB Programming and MATLAB Simulink
Chapter 7: Short Time Comparison of Item Sets With Market Basket Analysis Using Frequent Pattern (FP) Growth Method
Chapter 8: Innovations in Skeleton-Based Movement Recognition Bridging AI and Human Kinetics
Chapter 9: Real-Time Facial Emotion Analysis for Adaptive Teaching Strategies Using Deep Learning
Chapter 10: Image Recognition and Extraction on Computerized Vision for Sign Language Decoding
Chapter 11: Efficient Noise Removal in Palmprint Images Using Various Filters in a Machine-Learning Approach
Chapter 12: Analysis of Cyber Attack on Processor Architecture Through Exploiting Vulnerabilities
Chapter 13: Artificial Neural Network-Based Efficient Cyber Hacking Detection System Using Deep Learning Approaches
Chapter 14: Convolution Neural Network-Based Efficient Development of Intrusion Detection Using Various Deep Learning Approaches
Chapter 15: AI-Driven Computer Vision for Intelligent Home Automation and Surveillance Systems
Chapter 16: Global Regionalization of Consumer Neuroscience Behavioral Qualities on Insights From Google Trends
Chapter 17: Sentiment Analysis of COVID-19 Tweets Through Flair PyTorch, Emojis, and TextBlob
Chapter 18: A Visualization Approach for Analyzing Decision-Making in Human-Robot Interactions
Chapter 19: Efficient Student Behaviour Analysis in E-Learning Using Data Mining Approaches
Compilation of References
About the Contributors
Index