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Sergii Babichev
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2020 – today
- 2024
- [j3]Sergii Babichev
, Igor Liakh, Irina Kalinina
Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression Data. IEEE Access 12: 28437-28448 (2024) - [c35]Sergii Babichev, Maksym Korobchynskyi, Myhailo Rudenko, Hanna Batenko:
Applying Biclustering Technique and Gene Ontology Analysis for Gene Expression Data Processing. IntelITSIS 2024: 14-28 - 2023
- [c34]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: 48-61 - [c33]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: 87-98 - [e5]Sergii Babichev, Volodymyr Lytvynenko:
Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making - 2022 International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence", Proceedings, ISDMCI 2022, Rivne, Ukraine, June 14-16, 2022. Lecture Notes on Data Engineering and Communications Technologies 149, Springer 2023, ISBN 978-3-031-16202-2 [contents] - 2022
- [c32]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: 93-102 - [c31]Lyudmyla Yasinska-Damri
Application of Convolutional Neural Network for Gene Expression Data Classification. ISDMCI 2022: 3-24 - [c30]Igor Liakh
Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon Entropy. ISDMCI 2022: 25-41 - [e4]Sergii Babichev
Lecture Notes in Computational Intelligence and Decision Making - 2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence", Proceedings, ISDMCI 2021, Zalizny Port, Kherson region, Ukraine, May 24-28, 2021. Lecture Notes on Data Engineering and Communications Technologies 77, Springer 2022, ISBN 978-3-030-82013-8 [contents] - 2021
- [j2]Sergii Babichev
Comparison Analysis of Gene Expression Profiles Proximity Metrics. Symmetry 13(10): 1812 (2021) - [c29]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: 158-175 - [c28]Sergii Babichev, Tetiana V. Kril, Stella B. Shekhunova, Waldemar Wójcik:
Geo-informational approach to risk analysis of slope mass movement (short paper). CITRisk 2021: 314-321 - [c27]Ivan Ostroumov, Oleg Ivashchuk, Sergii Babichev:
Risk of mid-air collision estimation using minimum spanning tree of air traffic graph. CITRisk 2021: 322-334 - [c26]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: 150-160 - [c25]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: 62-71 - [c24]Vsevolod Senkivskyy, Iryna Pikh, Sergii Babichev, Alona Kudriashova, Nataliia Senkivska:
Modeling of Alternatives and Defining the Best Options for Websites Design. IntelITSIS 2021: 259-270 - [c23]Lyudmyla Yasinska-Damri
Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review. ISDMCI 2021: 69-81 - [c22]Sergii Babichev
A Model for Assessing the Rating of Higher Education School Academic Staff Members Based on the Fuzzy Inference System. ISDMCI 2021: 449-463 - [e3]Sergii Babichev, Volodymyr Lytvynenko, Waldemar Wójcik, Svetlana Vyshemyrskaya:
Lecture Notes in Computational Intelligence and Decision Making - Proceedings of the 2020 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence", ISDMCI 2020, Kherson, Ukraine, May 25-29, 2020. Advances in Intelligent Systems and Computing 1246, Springer 2021, ISBN 978-3-030-54214-6 [contents] - 2020
- [c21]Ivan Ostroumov, Oleg Ivashchuk, Tetiana Shmelova, Sergii Babichev:
Risk of mid-air collision in a lateral plane. CITRisk 2020: 297-307 - [c20]Sergii Babichev
An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments. CSIT 2020: 130-144 - [c19]Sergii Babichev
Technique of Metals Strength Properties Diagnostics Based on the Complex Use of Fuzzy Inference System and Hybrid Neural Network. DSMP (Selected Papers) 2020: 114-126 - [c18]Sergii Babichev
Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering. DSMP (Selected Papers) 2020: 150-166 - [c17]Sergii Babichev
Technique of Gene Expression Profiles Selection Based on SOTA Clustering Algorithm Using Statistical Criteria and Shannon Entropy. ISDMCI 2020: 23-38 - [c16]Sergii Babichev
Development of a Fuzzy Inference Model for the Management of a Marine Engine. ISDMCI 2020: 331-340 - [e2]Sergii Babichev
Data Stream Mining & Processing - Third International Conference, DSMP 2020, Lviv, Ukraine, August 21-25, 2020, Selected Papers. Communications in Computer and Information Science 1158, Springer 2020, ISBN 978-3-030-61655-7 [contents] - [e1]Volodymyr Lytvynenko, Sergii Babichev, Waldemar Wójcik, Olena Vynokurova, Svetlana Vyshemyrskaya, Svetlana Radetskaya:
Lecture Notes in Computational Intelligence and Decision Making - Proceedings of the 15th International Scientific Conference "Intellectual Systems of Decision Making and Problems of Computational Intelligence", ISDMCI 2019, Salisnyj Port, Ukraine, May 21-25, 2019. Advances in Intelligent Systems and Computing 1020, Springer 2020, ISBN 978-3-030-26473-4 [contents]
2010 – 2019
- 2019
- [c15]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: 365-377 - [c14]Sergii Babichev
Application of Optics Density-Based Clustering Algorithm Using Inductive Methods of Complex System Analysis. CSIT (1) 2019: 169-172 - [c13]Oksana Sichevska, Vsevolod Senkivskyy, Sergii Babichev, Orest Khamula:
Information Technology of Forming the Quality of Art and Technical Design of Books. DCSMart 2019: 45-57 - [c12]Oksana Troian, Mykola Pasyeka, Sergii Babichev, Oleksandra Mishchuk:
Development Latent Images based on Moire Effect. DCSMart 2019: 183-193 - [c11]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 - [c10]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: 195-207 - [c9]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: 268-279 - [c8]Sergii Babichev
Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis. ISDMCI 2019: 3-19 - [c7]Sergii Babichev
An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms. ISDMCI 2019: 532-553 - [c6]Vsevolod Senkivskyy
A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation. ISDMCI 2019: 609-621 - 2018
- [j1]Sergii Babichev
An Evaluation of the Information Technology of Gene Expression Profiles Processing Stability for Different Levels of Noise Components. Data 3(4): 48 (2018) - [c5]Sergii Babichev
Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction. DSMP 2018: 336-341 - 2017
- [c4]Sergii Babichev
Objective Clustering Inductive Technology of Gene Expression Sequences Features. BDAS 2017: 359-372 - [c3]Sergii Babichev
Gene expression sequences clustering based on the internal and external clustering quality criteria. CSIT (1) 2017: 91-94 - [c2]Sergii Babichev
Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm. CSIT (1) 2017: 479-484 - 2016
- [c1]Sergii Babichev
Inductive model of data clustering based on the agglomerative hierarchical algorithm. DSMP 2016: 19-22
Coauthor Index
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last updated on 2024-05-14 21:21 CEST by the dblp team
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