期刊： JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2021; 60 (1)
The use of stochastic gradient algorithms for nonlinear optimization is of considerable interest, especially in the case of high dimensions. In this c......
期刊： JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2019; 58 (6)
The method of sequential modification of an objective function, which was earlier used for the classical transportation problem, is extended to the ca......
期刊： JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2019; 58 (3)
In this paper, we propose a training system for visual markers that provides the generation and subsequent recognition (under real-world conditions) o......
期刊： JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2019; 58 (4)
As data that have multiple views become widely available, the clusterization of such data based on nonnegative matrix factorization has been attractin......
期刊： JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2018; 57 (5)
A decomposition method based on the sequential modification of the optimality criterion is used for solving the classical three-index transportation p......
期刊： JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2018; 57 (1)
In recent decades, the theory of hypergraphs has been applied to real-life problems. The tools of hypergraph theory can be used for modeling networks,......
期刊： JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2018; 57 (3)
A problem of optimizing a matrix sparse in the joint Frobenius-Schatten norm is considered. The least rows are proposed to be truncated according to t......
