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Centrality and diversity in search: roles in A.I., machine learning, social networks, and pattern recognition

机译:搜索的中心性和多样性:人工智能,机器学习,社交网络和模式识别中的角色

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This book is part of the "SpringerBriefs in Intelligent Systems" series, which covers diverse areas of intelligent systems, including artificial intelligence (AI), multiagent systems, and cognitive robotics. From their web profiles I gather that Dr. Murty is a professor at the Indian Institute of Science and Biswas is a graduate student at the same institution. I could not verify their levels of expertise from independent sources, but from their profiles it is clear that they are well informed in the areas covered. I found the title of the book very attractive; therefore, I volunteered to review it. As an engineer and researcher working in this and related areas, I imagined that I could extract some practical value by reviewing this book, especially in the area of machine learning. However, I found the content to be of very little practical value to me and engineers like me. It may have some value for beginners, eager to be exposed to many known techniques.
机译:本书是“智能系统中的Springer简介”系列的一部分,该系列涵盖了智能系统的各个领域,包括人工智能(AI),多智能体系统和认知机器人技术。从他们的网络资料中,我可以看到Murty博士是印度科学研究所的教授,而Biswas是同一所研究所的研究生。我无法从独立来源验证他们的专业水平,但是从他们的个人资料来看,很明显,他们在所涵盖的领域中了解情况很广。我发现这本书的标题很吸引人。因此,我自愿对其进行了审查。作为从事此领域和相关领域的工程师和研究员,我认为通过阅读本书,尤其是在机器学习领域,我可以从中获得一些实用价值。但是,我发现该内容对我和像我这样的工程师没有什么实际价值。对于渴望接触许多已知技术的初学者来说,它可能具有一定的价值。

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