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  • Search: subject:"Piecewise linear classifiers"
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Data mining 1 Nonsmooth optimization 1 Piecewise linear classifiers 1 Piecewise linear separability 1 Supervised learning 1
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Bagirov, Adil 1 Kasimbeyli, Refail 1 Ozturk, Gurkan 1 Ugon, Julien 1 Webb, Dean 1
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TOP: An Official Journal of the Spanish Society of Statistics and Operations Research 1
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RePEc 1
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A novel piecewise linear classifier based on polyhedral conic and max–min separabilities
Bagirov, Adil; Ugon, Julien; Webb, Dean; Ozturk, Gurkan; … - In: TOP: An Official Journal of the Spanish Society of … 21 (2013) 1, pp. 3-24
In this paper, an algorithm for finding piecewise linear boundaries between pattern classes is developed. This algorithm consists of two main stages. In the first stage, a polyhedral conic set is used to identify data points which lie inside their classes, and in the second stage we exclude...
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