Sergii Babichev
Sergii Babichev
Department of Informatics, Jan Evangelista Purkyně University in Ústí nad Labem, Ústí and Labem
Підтверджена електронна адреса в ujep.cz - Домашня сторінка
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Посилання
Посилання
Рік
Criterial analysis of gene expression sequences to create the objective clustering inductive technology
S Babichev, MA Taif, V Lytvynenko, V Osypenko
2017 IEEE 37th International Conference on Electronics and Nanotechnology …, 2017
322017
Objective clustering inductive technology of gene expression sequences features
S Babichev, V Lytvynenko, M Korobchynskyi, MA Taiff
International Conference: Beyond Databases, Architectures and Structures …, 2017
282017
An evaluation of the objective clustering inductive technology effectiveness implemented using density-based and agglomerative hierarchical clustering algorithms
S Babichev, B Durnyak, I Pikh, V Senkivskyy
International Scientific Conference “Intellectual Systems of Decision Making …, 2019
272019
An evaluation of the information technology of gene expression profiles processing stability for different levels of noise components
S Babichev
Data 3 (4), 48, 2018
272018
A fuzzy model for gene expression profiles reducing based on the complex use of statistical criteria and shannon entropy
S Babichev, V Lytvynenko, A Gozhyj, M Korobchynskyi, M Voronenko
International Conference on Computer Science, Engineering and Education …, 2018
222018
Inductive model of data clustering based on the agglomerative hierarchical algorithm
S Babichev, MA Taif, V Lytvynenko
2016 IEEE First International Conference on Data Stream Mining & Processing …, 2016
222016
Technology of gene expression profiles filtering based on wavelet analysis
S Babichev, J Škvor, J Fišer, V Lytvynenko
International Journal of Intelligent Systems and Applications (IJISA) 10 (4 …, 2018
212018
Development of a technique for the reconstruction and validation of gene network models based on gene expression profiles
S Babichev, M Korobchynskyi, O Lahodynskyi, O Korchomnyi, V Basanets, ...
Eastern-European Journal of Enterprise Technologies 1, 19-32, 2018
192018
Computational analysis of microarray gene expression profiles of lung cancer
SA Babichev, AI Kornelyuk, VI Lytvynenko, VV Osypenko
Biopolymers and cell, 70-79, 2016
182016
Objective clustering inductive technology of gene expression profiles based on SOTA clustering algorithm
SA Babichev, A Gozhyj, AI Kornelyuk, VI Lytvynenko
Вiopolymers and Cell, 2017
172017
Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm
S Babichev, V Lytvynenko, V Osypenko
2017 12th International Scientific and Technical Conference on Computer …, 2017
162017
An effectiveness evaluation of information technology of gene expression profiles processing for gene networks reconstruction
S Babichev, M Korobchynskyi, S Mieshkov, O Korchomnyi
International Journal of Intelligent Systems and Applications 11 (7), 1, 2018
152018
Model of the objective clustering inductive technology of gene expression profiles based on SOTA and DBSCAN clustering algorithms
S Babichev, V Lytvynenko, J Skvor, J Fiser
Conference on Computer Science and Information Technologies, 21-39, 2017
152017
Information technology of gene expression profiles processing for purpose of gene regulatory networks reconstruction
S Babichev, V Lytvynenko, J Škvor, M Korobchynskyi, M Voronenko
2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018
112018
Estimation of the inductive model of objects clustering stability based on the k-means algorithm for different levels of data noise
S Babichev, V Lytvynenko, MA Taif
Радіоелектроніка, інформатика, управління, 2016
112016
Gene expression sequences clustering based on the internal and external clustering quality criteria
S Babichev, J Krejčí, J Bičánek, V Lytvynenko
2017 12th International Scientific and Technical Conference on Computer …, 2017
72017
Filtration of DNA nucleotide gene expression profiles in the systems of biological objects clustering
S Babichev, MA Taif, V Lytvynenko
International Frontier Science Letters 8, 1-8, 2016
52016
A Hybrid Model of Gene Expression Profiles Reducing Based on the Complex Use of Fuzzy Inference System and Clustering Quality Criteria
S Babichev, J Barilla, J Fišer, J Škvor
2019 Conference of the International Fuzzy Systems Association and the …, 2019
32019
Information Technology of Forming the Quality of Art and Technical Design of Books.
O Sichevska, V Senkivskyy, S Babichev, O Khamula
DCSMart, 45-57, 2019
32019
Comparison analysis of biclustering algorithms with the use of artificial data and gene expression profiles
S Babichev, V Osypenko, V Lytvynenko, M Voronenko, M Korobchynskyi
2018 IEEE 38th International Conference on Electronics and Nanotechnology …, 2018
32018
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