Feature selection by using the FRiS function in the task of generalized classification

Pattern Recognition and Image Analysis - Tập 21 Số 2 - Trang 117-120 - 2011
И. В. Борисова1, Н. Г. Загоруйко1
1Sobolev Institute of Mathematics, Siberian Branch, Russian Academy of Sciences, pr. akademika Koptuga 4, Novosibirsk, 630090, Russia

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Tài liệu tham khảo

N. G. Zagoruiko, Applied Methods of the Data and Knowledge Analysis (Novosibirsk, 1999) [in Russian].

A. Blum and T. Mitchell, “Combining Labeled and Unlabeled Data with Co-Training,” in Proc. of the Workshop on Computational Learning Theory (Morgan Kaufmann, 1998), pp. 92–100.

I. A. Borisova, “Calculation of FRiS-Function over Mixed Dastaset in the Task of Generalized Classification,” in Proc. 3rd Int. Conf. on Inductive Modeling (Yevpatoria, 2010), pp. 44–50.

I. A. Borisova and N. G. Zaguruiko, “Function of Rival Similarity in Taxonomy Task,” in Proc. Conf. KONT-2007 (Novosibirsk, 2007), Vol. 2, pp. 67–76.

I. A. Borisova, V. V. Dyubanov, N. G. Zagoruiko, and O. A. Kutnenko, “Use of FRiS-Function for Decision Rule Construction and Attributes Selection (a Task of Combined Type DX), in Proc. Conf. KONT-2007 (Novosibirsk, 2007), Vol. 1, pp. 37–44.

http://archive.ics.uic.edu/ml/dataset/Brest+Cancer+Wisconsin+(Diagnostic)