Sergii Babichev

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 38

Top Topics

Analysis Of Gene Expression

Clustering Algorithm

Gene Regulatory

Top Venues

Publications

Sergii Babichev, Igor Liakh, Irina Kalinina
Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression Data. IEEE Access 12 (2024)
Sergii Babichev, Maksym Korobchynskyi, Myhailo Rudenko, Hanna Batenko
Applying Biclustering Technique and Gene Ontology Analysis for Gene Expression Data Processing. IntelITSIS (2024)
Lyudmyla Yasinska-Damri, Sergii Babichev, Aleksander Spivakovsky, Oleksandr Lemeshchuk
Formation and Analysis of Gene Expression Data Based on the Joint Use of Data Mining and Machine Learning Techniques. IntelITSIS (2023)
Sergii Babichev, Ihor Liakh, Vasyl Morokhovych, Andrii Honcharuk, Anatolii Balanda, Oleksandr Zaitsev
Applying Convolutional Neural Network for Cancer Disease Diagnosis Based on Gene Expression Data. IDDM (2023)
Igor Liakh, Sergii Babichev, Bohdan Durnyak, Iryna Gado
Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon Entropy. ISDMCI (2022)
Lyudmyla Yasinska-Damri, Sergii Babichev, Igor Liakh
Comparison Analysis of the Pearson's Phi-Square Test and Correlation Metric Effectiveness to Form the Subset of Differently Expressed and Mutually Correlated Genes. IntelITSIS (2022)
Lyudmyla Yasinska-Damri, Sergii Babichev, Bohdan Durnyak, Tatiana Goncharenko
Application of Convolutional Neural Network for Gene Expression Data Classification. ISDMCI (2022)
Vsevolod Senkivskyy, Iryna Pikh, Sergii Babichev, Alona Kudriashova, Nataliia Senkivska
Modeling of Alternatives and Defining the Best Options for Websites Design. IntelITSIS (2021)
Sergii Babichev, Lyudmyla Yasinska-Damri, Igor Liakh, Bohdan Durnyak
Comparison Analysis of Gene Expression Profiles Proximity Metrics. Symmetry 13 (10) (2021)
Sergii Babichev, Mykhailo Yasinskyi, Lyudmyla Yasinska-Damri, Yurii Ratushniak, Volodymyr Lytvynenko
Current State of the Problem of Gene Expression Data Processing and Extraction to Solve the Reverse Engineering Tasks in the Field of Bioinformatics. IntelITSIS (2021)
Lyudmyla Yasinska-Damri, Ihor Liakh, Sergii Babichev, Bohdan Durnyak
Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review. ISDMCI (2021)
Ivan Ostroumov, Oleg Ivashchuk, Sergii Babichev
Risk of mid-air collision estimation using minimum spanning tree of air traffic graph. CITRisk (2021)
Sergii Babichev, Tetiana V. Kril, Stella B. Shekhunova, Waldemar Wójcik
Geo-informational approach to risk analysis of slope mass movement (short paper). CITRisk (2021)
Lyudmyla Yasinska-Damri, Igor Liakh, Sergii Babichev, Bohdan Durnyak
Evaluation of the Gene Expression Profiles Complex Proximity Metric Effectiveness Based on a Hybrid Technique of Gene Expression Data Extraction. IDDM (2021)
Vsevolod Senkivskyy, Sergii Babichev, Iryna Pikh, Alona Kudriashova, Nataliia Senkivska, Iryna Kalynii
Forecasting the reader's demand level based on factors of interest in the book. CITRisk (2021)
Sergii Babichev, Aleksander Spivakovsky, Serhii Omelchuk, Vitaliy Kobets
A Model for Assessing the Rating of Higher Education School Academic Staff Members Based on the Fuzzy Inference System. ISDMCI (2021)
Sergii Babichev, Orest Khamula, Bohdan Durnyak, Jirí Skvor
Technique of Gene Expression Profiles Selection Based on SOTA Clustering Algorithm Using Statistical Criteria and Shannon Entropy. ISDMCI (2020)
Sergii Babichev, Aleksander Spivakovsky, Jirí Skvor
Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering. DSMP (2020)
Sergii Babichev, Liliya Strielkovskaya, Oleksandr Zaitsev, Orest Khamula
Development of a Fuzzy Inference Model for the Management of a Marine Engine. ISDMCI (2020)
Sergii Babichev, Orest Khamula, Iryna Perova, Bohdan Durnyak
An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments. CSIT (2020)
Sergii Babichev, Bohdan Durnyak, Oleksandr Sharko, Artem Sharko
Technique of Metals Strength Properties Diagnostics Based on the Complex Use of Fuzzy Inference System and Hybrid Neural Network. DSMP (2020)
Ivan Ostroumov, Oleg Ivashchuk, Tetiana Shmelova, Sergii Babichev
Risk of mid-air collision in a lateral plane. CITRisk (2020)
Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula
Exploratory Analysis of Neuroblastoma Data Genes Expressions Based on Bioconductor Package Tools. IDDM (2019)
Sergii Babichev, Bohdan Durnyak, Valeriy Zhydetskyy, Iryna Pikh, Vsevolod Senkivskyy
Techniques of DNA Microarray Data Pre-processing Based on the Complex Use of Bioconductor Tools and Shannon Entropy. CMIS (2019)
Sergii Babichev, Jirí Barilla, Jirí Fiser, Jirí Skvor
A Hybrid Model of Gene Expression Profiles Reducing Based on the Complex Use of Fuzzy Inference System and Clustering Quality Criteria. EUSFLAT Conf. (2019)
Oksana Troian, Mykola Pasyeka, Sergii Babichev, Oleksandra Mishchuk
Development Latent Images based on Moire Effect. DCSMart (2019)
Oksana Sichevska, Vsevolod Senkivskyy, Sergii Babichev, Orest Khamula
Information Technology of Forming the Quality of Art and Technical Design of Books. DCSMart (2019)
Sergii Babichev, Bohdan Durnyak, Iryna Pikh, Vsevolod Senkivskyy
An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms. ISDMCI (2019)
Sergii Babichev, Oleksandr Sharko, Artem Sharko, Oleksandr Mikhalyov
Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis. ISDMCI (2019)
Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula
Technique of Gene Regulatory Networks Reconstruction Based on ARACNE Inference Algorithm. IDDM (2019)
Sergii Babichev, Bohdan Durnyak, Valeriy Zhydetskyy, Iryna Pikh, Vsevolod Senkivskyy
Application of Optics Density-Based Clustering Algorithm Using Inductive Methods of Complex System Analysis. CSIT (1) (2019)
Vsevolod Senkivskyy, Iryna Pikh, Svitlana Havenko, Sergii Babichev
A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation. ISDMCI (2019)
Sergii Babichev
An Evaluation of the Information Technology of Gene Expression Profiles Processing Stability for Different Levels of Noise Components. Data 3 (4) (2018)
Sergii Babichev, Volodymyr Lytvynenko, Jirí Skvor, Maxim Korobchynskyi, Maria Voronenko
Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction. DSMP (2018)
Sergii Babichev, Jan Krejci, J. Bicanek, Volodymyr Lytvynenko
Gene expression sequences clustering based on the internal and external clustering quality criteria. CSIT (1) (2017)
Sergii Babichev, Volodymyr Lytvynenko, Maxim Korobchynskyi, Mochamed Ali Taiff
Objective Clustering Inductive Technology of Gene Expression Sequences Features. BDAS (2017)
Sergii Babichev, Volodymyr Lytvynenko, Volodymyr Osypenko
Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm. CSIT (1) (2017)
Sergii Babichev, Mohamed Ali Taif, Volodymyr Lytvynenko
Inductive model of data clustering based on the agglomerative hierarchical algorithm. DSMP (2016)