Kurum Yazarı "Gerek, Ömer Nezih" Makale Koleksiyonu İçin Listeleme
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ICF: An algorithm for large scale classification with conic functions
Çimen, Emre; Öztürk, Gürkan; Gerek, Ömer Nezih (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
Çimen, Emre; Öztürk, Gürkan; Gerek, Ömer Nezih (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 ...