On unifiers, diversifiers, and the nature of pattern recognition
On unifiers, diversifiers, and the nature of pattern recognition
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关于统一者、多样化者和模式识别的本质
DOI：
10.1016/j.patrec.2015.04.014
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发表时间：
2015
影响因子：
5.1
通讯作者：
Brown G
中科院分区：
文献类型：
--
作者：
Brown G
We study a dichotomy of scientific styles,unifyinganddiversifying, as proposed by Freeman J. Dyson. We discuss the extent to which the dichotomy transfers from the natural sciences (where Dyson proposed it) to the field ofPattern Recognition. To address this we must firstly ask what it means to be a “unifier” or “diversifier” in a field, and what are the relative merits of each style of thinking. Secondly, given that Dyson applied this to thesciences, does it also apply in a field known to be a blend of science and engineering? Parallels are drawn to Platonic/Aristotelian views, and to Cartesian/Baconian science, and questions are asked on what drives the Kuhnian paradigm shifts of our field. This article is intended not to marginalise individuals into categories (unifier/diversifier) but instead to demonstrate the utility of philosophical reflection on our field, showing the depth and complexities a seemingly simple idea can unearth.
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