Model and Method for Constructing a Heterogeneous Cluster Ensemble von Berikov, V. B.

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A Probabilistic Model of Fuzzy Clustering Ensemble von Berikov, V. B.

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Construction of an optimal collective decision in cluster analysis on the basis of an averaged co-association matrix and cluster validity indices von Berikov, V. B.

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Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke von Dobshik, A V, Tulupov, A A, Berikov, V B

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Classification with Incomplete Probabilistic Labeling Based on Manifold Regularization and Fuzzy Clustering Ensemble von Berikov, V. B., Vikent’ev, A. A.

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Artificial intelligence in diabetology von Klimontov, V. V., Berikov, V. B., Saik, O. V.

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Similarity-based decision tree induction method and its application to cancer recognition on tomographic images von Berikov, V B, Pestunov, I A, Kozinets, R M, Rylov, S A

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Grouping of objects in a space of heterogeneous variables with the use of taxonomic decision trees von Berikov, V. B.

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Bayes estimates for recognition quality on a finite set of events von Berikov, V B

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Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks von Dobshik, A.V., Verbitskiy, S.K., Pestunov, I.A., Sherman, K.M., Sinyavskiy, Yu.N., Tulupov, A.A., Berikov, V.B.

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Centroid averaging algorithm for a clustering ensemble von Tatarnikov, V., Pestunov, I., Berikov, V.

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Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks von Dobshik, A V, Verbitskiy, S K, Pestunov, I A, Sherman, K M, Sinyavskiy, Yu N, Tulupov, A A, Berikov, V B

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Hierarchical clustering algorithms for segmentation of multispectral images von Pestunov, I. A., Rylov, S. A., Berikov, V. B.

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Regression trees for analysis of mutational spectra in nucleotide sequences von Berikov, V B, Rogozin, I B

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Ensemble of clustering algorithms for large datasets von Pestunov, I. A., Berikov, V. B., Kulikova, E. A., Rylov, S. A.

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Choice of optimal complexity of the class of logical decision functions in pattern recognition problems von Berikov, V. B., Lbov, G. S.

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Analysis of phylogenetically reconstructed mutational spectra in human mitochondrial DNA control region von Malyarchuk, Boris A, Rogozin, Igor B, Berikov, Vladimir B, Derenko, Miroslava V

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An approach to the evaluation of the performance of a discrete classifier von Berikov, Vladimir B.

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Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke von A. V. Dobshik, A. A. Tulupov, V. B. Berikov

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Fault tree construction on the basis of multivariate time series analysis von Berikov, V.B.

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