Download the fantastic book titled Explainable Artificial Intelligence for Intelligent Transportation Systems written by Amina Adadi, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Explainable Artificial Intelligence for Intelligent Transportation Systems", which was released on 20 October 2023. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Technology & Engineering genre.
Summary of Explainable Artificial Intelligence for Intelligent Transportation Systems by Amina Adadi PDF
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
Detail About Explainable Artificial Intelligence for Intelligent Transportation Systems PDF
- Author : Amina Adadi
- Publisher : CRC Press
- Genre : Technology & Engineering
- Total Pages : 328 pages
- ISBN : 1000968472
- Release Date : 20 October 2023
- PDF File Size : 47,8 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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