Sergii Babichev

54 papers C 5Misc 1Journal 7Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comparative Evaluation of Machine-Learning Classifiers for High-Dimensional Gene Expression Data. IEEE Access Sergii Babichev, Oleg Yarema
2026	J	`jnl`	Ensemble-based clustering and classification pipeline for cancer diagnosis using gene expression data. Biomed. Signal Process. Control. Sergii Babichev, Oleg Yarema, Jirí Skvor
2025	J	`jnl`	Evaluating proximity metrics for gene expression data: A hybrid model integrating data mining and machine learning techniques for disease diagnosis systems. Biomed. Signal Process. Control. Sergii Babichev, Oleg Yarema, Aleksandr Savchenko
2025	—	`conf`	Hierarchical neural network model for identifying similar objects in drone images. ExplAI Dmytro Borovyk, Oleksander Barmak, Pawel Komada, Sergii Babichev
2025	J	`jnl`	Integrating Data Mining, Deep Learning, and Gene Ontology Analysis for Gene Expression-Based Disease Diagnosis Systems. IEEE Access Sergii Babichev, Igor Liakh, Jirí Skvor
2025	—	`ed.`	Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 2 - 2024 International Scientific Conference "Intelligent Systems of Decision-Making and Problems of Computational Intelligence", ISDMCI 2024, Ústí nad Labem, Czech Republic, 19-23 June 2024, Proceedings ISDMCI (2) Sergii Babichev, Volodymyr Lytvynenko
2024	C	`conf`	A Hybrid Inductive Model for Gene Expression Data Processing Using Spectral Clustering. IDDM Sergii Babichev, Oleg Yarema, Ihor Liakh
2024	—	`conf`	Applying Biclustering Technique and Gene Ontology Analysis for Gene Expression Data Processing. IntelITSIS Sergii Babichev, Maksym Korobchynskyi, Myhailo Rudenko, Hanna Batenko
2024	J	`jnl`	Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression Data. IEEE Access Sergii Babichev, Igor Liakh, Irina Kalinina
2024	—	`conf`	Contemporary Methods, Models, and Software for Implementation and Optimization of IoT (Internet of Things) Systems: A Review. ISDMCI (2) Yevheniy Khomenko, Sergii Babichev
2024	—	`conf`	Integrative Approach to Gene Expression Data Analysis: Combining Biclustering Techniques with Gene Ontology. ISDMCI (1) Sergii Babichev, Oleg Yarema, Ihor Liakh, Andrii Honcharuk
2024	—	`ed.`	Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 1 - 2024 International Scientific Conference "Intelligent Systems of Decision-Making and Problems of Computational Intelligence", ISDMCI 2024, Ústí nad Labem, Czech Republic, 19-23 June 2024, Proceedings ISDMCI (1) Sergii Babichev, Volodymyr Lytvynenko
2024	—	`conf`	Simulating Physical Processes in Education with Python's Tools. ISDMCI (1) Valeriia Savenko, Sergii Babichev, Tetiana Goncharenko, Hanna Batenko
2023	C	`conf`	Applying Convolutional Neural Network for Cancer Disease Diagnosis Based on Gene Expression Data. IDDM Sergii Babichev, Ihor Liakh, Vasyl Morokhovych, Andrii Honcharuk, Anatolii Balanda, Oleksandr Zaitsev
2023	—	`conf`	Formation and Analysis of Gene Expression Data Based on the Joint Use of Data Mining and Machine Learning Techniques. IntelITSIS Lyudmyla Yasinska-Damri, Sergii Babichev, Aleksander Spivakovsky, Oleksandr Lemeshchuk
2023	—	`ed.`	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. ISDMCI Sergii Babichev, Volodymyr Lytvynenko
2022	—	`conf`	Application of Convolutional Neural Network for Gene Expression Data Classification. ISDMCI Lyudmyla Yasinska-Damri, Sergii Babichev, Bohdan Durnyak, Tatiana Goncharenko
2022	—	`conf`	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 Lyudmyla Yasinska-Damri, Sergii Babichev, Igor Liakh
2022	—	`conf`	Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon Entropy. ISDMCI Igor Liakh, Sergii Babichev, Bohdan Durnyak, Iryna Gado
2022	—	`ed.`	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. ISDMCI Sergii Babichev, Volodymyr Lytvynenko
2021	—	`conf`	A Model for Assessing the Rating of Higher Education School Academic Staff Members Based on the Fuzzy Inference System. ISDMCI Sergii Babichev, Aleksander Spivakovsky, Serhii Omelchuk, Vitaliy Kobets
2021	J	`jnl`	Comparison Analysis of Gene Expression Profiles Proximity Metrics. Symmetry Sergii Babichev, Lyudmyla Yasinska-Damri, Igor Liakh, Bohdan Durnyak
2021	—	`conf`	Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review. ISDMCI Lyudmyla Yasinska-Damri, Ihor Liakh, Sergii Babichev, Bohdan Durnyak
2021	—	`conf`	Current State of the Problem of Gene Expression Data Processing and Extraction to Solve the Reverse Engineering Tasks in the Field of Bioinformatics. IntelITSIS Sergii Babichev, Mykhailo Yasinskyi, Lyudmyla Yasinska-Damri, Yurii Ratushniak, Volodymyr Lytvynenko
2021	C	`conf`	Evaluation of the Gene Expression Profiles Complex Proximity Metric Effectiveness Based on a Hybrid Technique of Gene Expression Data Extraction. IDDM Lyudmyla Yasinska-Damri, Igor Liakh, Sergii Babichev, Bohdan Durnyak
2021	—	`conf`	Forecasting the reader's demand level based on factors of interest in the book. CITRisk Vsevolod Senkivskyy, Sergii Babichev, Iryna Pikh, Alona Kudriashova, Nataliia Senkivska, Iryna Kalynii
2021	—	`conf`	Geo-informational approach to risk analysis of slope mass movement (short paper). CITRisk Sergii Babichev, Tetiana V. Kril, Stella B. Shekhunova, Waldemar Wójcik
2021	—	`ed.`	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. ISDMCI Sergii Babichev, Volodymyr Lytvynenko, Waldemar Wójcik, Svetlana Vyshemyrskaya
2021	—	`conf`	Modeling of Alternatives and Defining the Best Options for Websites Design. IntelITSIS Vsevolod Senkivskyy, Iryna Pikh, Sergii Babichev, Alona Kudriashova, Nataliia Senkivska
2021	—	`conf`	Risk of mid-air collision estimation using minimum spanning tree of air traffic graph. CITRisk Ivan Ostroumov, Oleg Ivashchuk, Sergii Babichev
2020	Misc	`conf`	An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments. CSIT Sergii Babichev, Orest Khamula, Iryna Perova, Bohdan Durnyak
2020	—	`conf`	Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering. DSMP (Selected Papers) Sergii Babichev, Aleksander Spivakovsky, Jirí Skvor
2020	—	`ed.`	Data Stream Mining & Processing - Third International Conference, DSMP 2020, Lviv, Ukraine, August 21-25, 2020, Selected Papers DSMP (Selected Papers) Sergii Babichev, Dmytro Peleshko, Olena Vynokurova
2020	—	`conf`	Development of a Fuzzy Inference Model for the Management of a Marine Engine. ISDMCI Sergii Babichev, Liliya Strielkovskaya, Oleksandr Zaitsev, Orest Khamula
2020	—	`ed.`	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 ISDMCI Volodymyr Lytvynenko, Sergii Babichev, Waldemar Wójcik, Olena Vynokurova, Svetlana Vyshemyrskaya, Svetlana Radetskaya
2020	—	`conf`	Risk of mid-air collision in a lateral plane. CITRisk Ivan Ostroumov, Oleg Ivashchuk, Tetiana Shmelova, Sergii Babichev
2020	—	`conf`	Technique of Gene Expression Profiles Selection Based on SOTA Clustering Algorithm Using Statistical Criteria and Shannon Entropy. ISDMCI Sergii Babichev, Orest Khamula, Bohdan Durnyak, Jirí Skvor
2020	—	`conf`	Technique of Metals Strength Properties Diagnostics Based on the Complex Use of Fuzzy Inference System and Hybrid Neural Network. DSMP (Selected Papers) Sergii Babichev, Bohdan Durnyak, Oleksandr Sharko, Artem Sharko
2019	—	`conf`	A Hybrid Model of Gene Expression Profiles Reducing Based on the Complex Use of Fuzzy Inference System and Clustering Quality Criteria. EUSFLAT Conf. Sergii Babichev, Jirí Barilla, Jirí Fiser, Jirí Skvor
2019	—	`conf`	A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation. ISDMCI Vsevolod Senkivskyy, Iryna Pikh, Svitlana Havenko, Sergii Babichev
2019	—	`conf`	An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms. ISDMCI Sergii Babichev, Bohdan Durnyak, Iryna Pikh, Vsevolod Senkivskyy
2019	—	`conf`	Application of Optics Density-Based Clustering Algorithm Using Inductive Methods of Complex System Analysis. CSIT (1) Sergii Babichev, Bohdan Durnyak, Valeriy Zhydetskyy, Iryna Pikh, Vsevolod Senkivskyy
2019	—	`conf`	Development Latent Images based on Moire Effect. DCSMart Oksana Troian, Mykola Pasyeka, Sergii Babichev, Oleksandra Mishchuk
2019	C	`conf`	Exploratory Analysis of Neuroblastoma Data Genes Expressions Based on Bioconductor Package Tools. IDDM Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula
2019	—	`conf`	Information Technology of Forming the Quality of Art and Technical Design of Books. DCSMart Oksana Sichevska, Vsevolod Senkivskyy, Sergii Babichev, Orest Khamula
2019	—	`conf`	Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis. ISDMCI Sergii Babichev, Oleksandr Sharko, Artem Sharko, Oleksandr Mikhalyov
2019	C	`conf`	Technique of Gene Regulatory Networks Reconstruction Based on ARACNE Inference Algorithm. IDDM Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula
2019	—	`conf`	Techniques of DNA Microarray Data Pre-processing Based on the Complex Use of Bioconductor Tools and Shannon Entropy. CMIS Sergii Babichev, Bohdan Durnyak, Valeriy Zhydetskyy, Iryna Pikh, Vsevolod Senkivskyy
2018	J	`jnl`	An Evaluation of the Information Technology of Gene Expression Profiles Processing Stability for Different Levels of Noise Components. Data Sergii Babichev
2018	—	`conf`	Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction. DSMP Sergii Babichev, Volodymyr Lytvynenko, Jirí Skvor, Maxim Korobchynskyi, Maria Voronenko
2017	—	`conf`	Gene expression sequences clustering based on the internal and external clustering quality criteria. CSIT (1) Sergii Babichev, Jan Krejci, Josef Bicanek, Volodymyr Lytvynenko
2017	—	`conf`	Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm. CSIT (1) Sergii Babichev, Volodymyr Lytvynenko, Volodymyr Osypenko
2017	—	`conf`	Objective Clustering Inductive Technology of Gene Expression Sequences Features. BDAS Sergii Babichev, Volodymyr Lytvynenko, Maxim Korobchynskyi, Mochamed Ali Taif
2016	—	`conf`	Inductive model of data clustering based on the agglomerative hierarchical algorithm. DSMP Sergii Babichev, Mohamed Ali Taif, Volodymyr Lytvynenko