Information technology to assess the enterprises' readiness for innovative transformations using Markov chains

M Sharko, O Liubchuk, G Krapivina… - … “Intellectual Systems of …, 2022 - Springer
The paper presents the results of research regarding the processes of assessing the degree
of readiness of enterprises for innovative activities, functioning in conditions of uncertainty of …

Objective clustering inductive technology of gene expression sequences features

S Babichev, V Lytvynenko, M Korobchynskyi… - … and Structures. Towards …, 2017 - Springer
Technology of high dimensional data features objective clustering based on the methods of
complex systems inductive modeling is presented in the paper. Architecture of the objective …

Technology for determining the residual life of metal structures under conditions of combined loading according to acoustic emission measurements

V Marasanov, D Stepanchikov, A Sharko… - … Conference on Data …, 2020 - Springer
A methodology for determining the residual life of metal samples under conditions of
combined deformation based on the data of acoustic emission measurements is presented …

Application of the Theory of Functional Stability in the Problems of Covering Territories by Sensory Networks

O Mashkov, A Bychkov, G Kalahnik… - … “Intellectual Systems of …, 2022 - Springer
The survivability of sensor networks as a component of functional stability in the tasks of
covering the territory is considered in the article. It is proposed to consider survivability as a …

Features of the application of the principal component method to the study of acoustic emission signals under loading of multilayer structures

P Louda, O Sharko, D Stepanchikov… - … “Intellectual Systems of …, 2022 - Springer
From the standpoint of fundamental consideration of experimental data on the loading
kinetics of multilayer continuums based on mechanical tests and acoustic emission …

Comparison of missing values handling techniques using MICE package tools of R software and logistic regression model

V Nadraga, V Smirnov, O Boiko, V Dereko - … “Intellectual Systems of …, 2020 - Springer
The paper presents the result of the research concerning comparisson of various techniques
of missing values multiple imputation by chained equations (MICE) with the use of logistic …

Optimization of Data Preprocessing Procedure in the Systems of High Dimensional Data Clustering

M Korobchynskyi, M Rudenko, V Dereko… - … “Intellectual Systems of …, 2022 - Springer
In this paper, we propose the technique of the optimal method choice of high dimensional
data normalizing at the stage of data preprocessing procedure is performed. As well known …

Features of Complex Application of the Formal Method of EVENT-B for Development of Environmental Management Systems

O Mashkov, O Ilyin, V Mashkov, O Boskin… - … “Intellectual Systems of …, 2022 - Springer
Scientific research is devoted to determining the areas of integrated application of the formal
method Event-B for the development of environmental management systems. The practice of …

Comparison of Missing Values Handling Techniques Using MICE Package Tools of R Software and Logistic Regression Model

V Dereko - Lecture Notes in Computational Intelligence and …, 2020 - books.google.com
The paper presents the result of the research concerning comparisson of various techniques
of missing values multiple imputation by chained equations (MICE) with the use of logistic …