扎波罗热国家科技大学
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作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2016, (1)扎波罗热国家科技大学
摘要:The problem of automation synthesis of neuro-fuzzy networks for diagnostics and automatic classification on features is solved. Themethod of neuro-fuzzy model synthesis on precedents is proposed.It evaluates the relationship of input features, extracts related features, evaluates...
作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2012, (1)扎波罗热国家科技大学
摘要:The challenge for automation to reduce the dimension of thedata has been solved for the construction of diagnostic andrecognizing patterns, based on steady-state one-dimensionalsignals, distributed in time. The set of indicators characterizing theproperties of the signals, which ...
作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2013, (1)扎波罗热国家科技大学
摘要:In data mining problem solving it has to operate with a large amount of data samples. This entails a significant amount of time to process the data. Therefore, an urgent task is to reduce the dimensionality of the data samples. The aim of paper is to provide a method for the...
作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2014, (2)扎波罗热国家科技大学
摘要:The problem of mathematical support development is solved to automate the sampling at diagnostic and recognizing model building by precedents. The object of study is the process of diagnostic and recognizing neural network model building by precedents. The subject of study is the...
作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2015, (1)扎波罗热国家科技大学
摘要:The problem of training sample forming is solved to automate the construction of neural network models on precedents. The samplingmethod is proposed. It automatically selects the training and test samples from the original sample without the need for downloading the entire origin...
作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2015, (4)扎波罗热国家科技大学
摘要:The disadvantages of known publication quality metrics are found: the metric level papers characterize the properties of individual articleswithout regard to their connection with other publications, the author level metrics did not take into account the relationship of publicati...
作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2015, (3)扎波罗热国家科技大学
摘要:The existent metrics of scientific publications has been analyzed. Their common disadvantage is the external evaluation of articles relatively to external level to their content. This obviously does not allow to assess the quality of presentation of the article. The purpose ...
作者:S. A. Zaitsev , S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2012, (2)扎波罗热国家科技大学
摘要:A new negative selection model using masked detectors with training method has been developed. Various stopping criteria for the training method have been investigated. The stopping criterion is proposed. It allows to terminate training procedure, to speedup training process and ...
作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2010, (1)扎波罗热国家科技大学
摘要:The problem of neuro-fuzzy approximator constructing has been solved with the aim to automate the construction of numerical models of quantitative relationships. The neuro-fuzzy network model and method of synthesis are proposed. It allows to build a neuro-fuzzy regression model ...
作者:S. A. Subbotin
来源:[J].Radio Electronics, Computer Science, Control, 2011, (1)扎波罗热国家科技大学
摘要:The complex of information quality indices of diagnostic neuromodels has been experimentally investigated by solving practical problems. Qualitative relationships between the indices have been obtained. When used for formation of integral quality indices, they can simplify comput...

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