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Pattern Theory: From Representation to Inference

机译:模式理论:从表示到推理

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摘要

Nature provides us with many beautiful and complex patterns, about which this book provides an accessible account of an elegant theory for representation and inference based on real-world observational data. Pattern Theory was initiated and mainly developed by one of the authors and collaborators over a half century. It provides a mathematical theory for representing and understanding complex real-world patterns, including both the structure and all the important variability, in order to mimic human vision and intelligence in pattern recognition and knowledge discovery.
机译:大自然为我们提供了许多美丽而复杂的模式,关于这模式,本书为基于现实世界观察数据的表示和推理的优雅理论提供了可访问的描述。模式理论由半个世纪的作者和合作者之一发起并主要发展。它提供了一种数学理论来表示和理解复杂的现实世界模式,包括结构和所有重要的可变性,以便模仿人类在模式识别和知识发现中的视觉和智力。

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