Learning-Based Driver Workload Estimation -- Visual Monitoring of Driver Inattention -- Understanding Driving Activity Using Ensemble Methods -- Computer Vision and Machine Learning for Enhancing Pedestrian Safety -- Application of Graphical Models in the Automotive Industry -- Extraction of Maximum Support Rules for the Root Cause Analysis -- Neural Networks in Automotive Applications -- On Learning Machines for Engine Control -- Recurrent Neural Networks for AFR Estimation and Control in Spark Ignition Automotive Engines -- Intelligent Vehicle Power Management: An Overview -- An Integrated Diagnostic Process for Automotive Systems -- Automotive Manufacturing: Intelligent Resistance Welding -- Intelligent Control of Mobility Systems
Summary
This edited volume is the first of its kind and provides a representative sample of contemporary computational intelligence (CI) activities in the area of automotive technology. All chapters contain overviews of the state-of-the-art
