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Explainable Deep Learning AI: Methods and Challenges presents the latest works of leading researchers in the XAI area, offering an overview of the XAI area, along with several novel technical methods and applications that address explainability challenges for deep learning AI systems. The book overviews XAI and then covers a number of specific technical works and approaches for deep learning, ranging from general XAI methods to specific XAI applications, and finally, with user-oriented evaluation approaches. It also explores the main categories of explainable AI – deep learning, which become the necessary condition in various applications of artificial intelligence. The groups of methods s...
The Cambridge Companion to Bach, first published in 1997, goes beyond a basic life-and-works study to provide a late twentieth-century perspective on J. S. Bach the man and composer. The book is divided into three parts. Part One is concerned with the historical context, the society, beliefs and the world-view of Bach's age. The second part discusses the music and Bach's compositional style, while Part Three considers Bach's influence and the performance and reception of his music through the succeeding generations. This Companion benefits from the insights and research of some of the most distinguished Bach scholars, and from it the reader will gain a notion of the diversity of current thought on this great composer.
A cumulative list of works represented by Library of Congress printed cards.