Explainable Artificial Intelligence for Intelligent Transportation Systems 9781032344577, 9781032348537, 9781003324140
Artificial Intelligence (AI) and Machine Learning (ML) are set to revolutionize all industries, and the Intelligent Tran
199 35 26MB
English Pages 286 Year 2023
- Author / Uploaded
- Amina Adadi
- Afaf Bouhoute
Table of contents :
Cover
Half Title
Title Page
Copyright Page
Contents
Preface
Contributors
SECTION I: Toward Explainable ITS
CHAPTER 1: Explainable Artificial Intelligence for Intelligent Transportation Systems: Are We There Yet?
SECTION II: Interpretable Methods for ITS Applications
CHAPTER 2: Towards Safe, Explainable, and Regulated Autonomous Driving
CHAPTER 3: Explainable Machine Learning Method for Predicting Road-Traffic Accident Injury Severity in Addis Ababa City Based on a New Graph Feature Selection Technique
CHAPTER 4: COVID-19 Pandemic Effects on Traffic Crash Patterns and Injuries in Barcelona, Spain: An Interpretable Approach
CHAPTER 5: Advances in Explainable Reinforcement Learning: An Intelligent Transportation Systems Perspective
CHAPTER 6: Road-Traffic Data Collection: Handling Missing Data
CHAPTER 7: Explainability of Surrogate Models for Traffic Signal Control
CHAPTER 8: Intelligent Techniques and Explainable Artificial Intelligence for Vessel Traffic Service: A Survey
CHAPTER 9: An Explainable Model for Detection and Recognition of Traffic Road Signs
CHAPTER 10: An Interpretable Detection of Transportation Mode Considering GPS, Spatial, and Contextual Data Based on Ensemble Machine Learning
CHAPTER 11: Blockchain and Explainable AI for Trustworthy Autonomous Vehicles
SECTION III: Ethical, Social, and Legal Implications of XAI in ITS
CHAPTER 12: Ethical Decision-Making under Different Perspective-Taking Scenarios and Demographic Characteristics: The Case of Autonomous Vehicles
Index
![Introduction to Transportation Systems (Intelligent Transportation Systems Library) [Illustrated]
1580531415, 9781580531412](https://dokumen.pub/img/200x200/introduction-to-transportation-systems-intelligent-transportation-systems-library-illustrated-1580531415-9781580531412.jpg)
