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ICF: An algorithm for large scale classification with conic functions
(Elsevier Science BV, 2018)
Incremental Conic Functions (ICF) algorithm is developed for solving classification problems based on mathematical programming. This algorithm improves previous version of conic function-based classifier construction in ...
Incremental conic functions algorithm for large scale classification problems
(Academic Press Inc Elsevier Science, 2018)
In order to cope with classification problems involving large datasets, we propose a new mathematical programming algorithm by extending the clustering based polyhedral conic functions approach. Despite the high classification ...