Handling missing data in large healthcare dataset: a case study of unknown trauma outcomes von Mirkes, E.M, Coats, T.J, Levesley, J, Gorban, A.N

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Computational diagnosis and risk evaluation for canine lymphoma von Mirkes, E.M, Alexandrakis, I, Slater, K, Tuli, R, Gorban, A.N

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Correction of AI systems by linear discriminants: Probabilistic foundations von Gorban, A.N., Golubkov, A., Grechuk, B., Mirkes, E.M., Tyukin, I.Y.

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Thermodynamics in the limit of irreversible reactions von Gorban, A.N., Mirkes, E.M., Yablonsky, G.S.

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Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning von Gorban, A.N., Mirkes, E.M., Zinovyev, A.

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Generation of explicit knowledge from empirical data through pruning of trainable neural networks von Gorban, A.N., Mirkes, E.M., Tsaregorodtsev, V.G.

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