Explainable Artificial Intelligence for Intelligent Transportation Systems

Released on by Amina Adadi
preview-18

  • Explainable Artificial Intelligence for Intelligent Transportation Systems Book Detail

  • Author : Amina Adadi
  • Release Date : 2023-10-20
  • Publisher : CRC Press
  • Genre : Technology & Engineering
  • Pages : 328
  • ISBN 13 : 1000968472
  • File Size : 15,15 MB
DOWNLOAD BOOK

Explainable Artificial Intelligence for Intelligent Transportation Systems by Amina Adadi PDF Summary

Book Description: Artificial Intelligence (AI) and Machine Learning (ML) are set to revolutionize all industries, and the Intelligent Transportation Systems (ITS) field is no exception. While ML, especially deep learning models, achieve great performance in terms of accuracy, the outcomes provided are not amenable to human scrutiny and can hardly be explained. This can be very problematic, especially for systems of a safety-critical nature such as transportation systems. Explainable AI (XAI) methods have been proposed to tackle this issue by producing human interpretable representations of machine learning models while maintaining performance. These methods hold the potential to increase public acceptance and trust in AI-based ITS. FEATURES: Provides the necessary background for newcomers to the field (both academics and interested practitioners) Presents a timely snapshot of explainable and interpretable models in ITS applications Discusses ethical, societal, and legal implications of adopting XAI in the context of ITS Identifies future research directions and open problems

Disclaimer: www.yourbookbest.com does not own Explainable Artificial Intelligence for Intelligent Transportation Systems books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.