Artificial Intelligence in Highway Safety

1. Introduction 2. Highway Safety Basics 3. Artificial Intelligence Basics 4. Matrix Algebra and Probability 5. Supervised Learning 6. Unsupervised Learning 7. Deep Learning 8. Natural Language Processing 9. Explainable AI 10. Disruptive and Emerging Technologies in Highway Safety 11. Conclusions and Future Needs

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• Tecnologia automotiva e comércios
• Engenharia do controlo automático
• Ciência ambiental, engenharia e tecnologia
• Engenahria civil, levantamentos e construção
• Inteligência artificial
• Engenharia: geral
• Engenharia electrotécnica

Artificial intelligence;Deep learning;Machine learning;Highway Safety;Connected Autonomous Vehicles (CAV);Crash Analysis;Code Chunk;Crash Count;Ml Algorithm;PDP;Variable Importance Plot;Highway Safety Research;Crash Severity Analysis;Support Vector Machine;Crash Prediction Models;MPOs;Crash Data Analysis;Unsupervised Learning;NLP;Crash Data;Recursive Neural Networks;Shapley Values;DBN;Boltzmann Machine;Observed Crash Frequency;Local Surrogate Models;Blood Alcohol Content Test;Deep Learning Algorithms;Posted Speed Limit;Ai Algorithm