Explainable AI: Interpreting, Explaining and Visualizing Deep Learning

• Corporate Author: SpringerLink (Online service)
• Other Authors: Samek, Wojciech (Editor, http://id.loc.gov/vocabulary/relators/edt), Montavon, Grégoire (Editor, http://id.loc.gov/vocabulary/relators/edt), Vedaldi, Andrea (Editor, http://id.loc.gov/vocabulary/relators/edt), Hansen, Lars Kai (Editor, http://id.loc.gov/vocabulary/relators/edt), Müller, Klaus-Robert (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Lecture Notes in Artificial Intelligence ; 11700
• Subjects: Artificial intelligence.; Optical data processing.; Computers.; Computer security.; Computer organization.; Artificial Intelligence.; Image Processing and Computer Vision.; Computing Milieux.; Systems and Data Security.; Computer Systems Organization and Communication Networks.

The development of "intelligent" systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting factor for a broader adoption of AI technology is the inherent risks that come with giving up human control and oversight to "intell...