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原文連結
論文資訊
- 類型：已發表論文
- 日期：2003
摘要
What is a pattern? How do we come to recognize patterns that we've never seen before? Formalizing and quantifying the notion of pattern and the process of pattern discovery go right to the heart of scientific practice. Over the last several decades science's view of nature's lack of structure-its unpredictability-underwent a major renovation with the discovery of deterministic 混沌. Behind the veil of apparent randomness, many processes are highly ordered, following simple rules. As the new millennium begins, tools adapted from the theory of computation will bring empirical science to the brink of automatically discovering patterns and quantifying their structural complexity. For example, rather than interpreting a data stream according to a given model, we look at a model stream. The regula
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