Sergii Babichev
Orcid: 0000-0001-6797-1467
According to our database1,
Sergii Babichev
authored at least 37 papers
between 2016 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression Data.
IEEE Access, 2024
2023
Formation and Analysis of Gene Expression Data Based on the Joint Use of Data Mining and Machine Learning Techniques.
Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023
Applying Convolutional Neural Network for Cancer Disease Diagnosis Based on Gene Expression Data.
Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023
2022
Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022
Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon Entropy.
Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022
Comparison Analysis of the Pearson's Phi-Square Test and Correlation Metric Effectiveness to Form the Subset of Differently Expressed and Mutually Correlated Genes.
Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022
2021
Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021
A Model for Assessing the Rating of Higher Education School Academic Staff Members Based on the Fuzzy Inference System.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021
Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021
Current State of the Problem of Gene Expression Data Processing and Extraction to Solve the Reverse Engineering Tasks in the Field of Bioinformatics.
Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021
Evaluation of the Gene Expression Profiles Complex Proximity Metric Effectiveness Based on a Hybrid Technique of Gene Expression Data Extraction.
Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021
Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021
Risk of mid-air collision estimation using minimum spanning tree of air traffic graph.
Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021
Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021
2020
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020
Technique of Gene Expression Profiles Selection Based on SOTA Clustering Algorithm Using Statistical Criteria and Shannon Entropy.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020
Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering.
DSMP (Selected Papers), 2020
Technique of Metals Strength Properties Diagnostics Based on the Complex Use of Fuzzy Inference System and Hybrid Neural Network.
DSMP (Selected Papers), 2020
An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments.
Proceedings of the Advances in Intelligent Systems and Computing V, 2020
Proceedings of the 1st International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2020) co-located with XX International scientific and technical conference on Information Technologies in Education and Management (ІТЕМ 2020), 2020
2019
A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019
Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019
An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019
Exploratory Analysis of Neuroblastoma Data Genes Expressions Based on Bioconductor Package Tools.
Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019
Technique of Gene Regulatory Networks Reconstruction Based on ARACNE Inference Algorithm.
Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019
A Hybrid Model of Gene Expression Profiles Reducing Based on the Complex Use of Fuzzy Inference System and Clustering Quality Criteria.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019
Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019), 2019
Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019), 2019
Application of Optics Density-Based Clustering Algorithm Using Inductive Methods of Complex System Analysis.
Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019
Techniques of DNA Microarray Data Pre-processing Based on the Complex Use of Bioconductor Tools and Shannon Entropy.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019
2018
An Evaluation of the Information Technology of Gene Expression Profiles Processing Stability for Different Levels of Noise Components.
Data, 2018
Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction.
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018
2017
Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm.
Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017
Gene expression sequences clustering based on the internal and external clustering quality criteria.
Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017
Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017
2016
Inductive model of data clustering based on the agglomerative hierarchical algorithm.
Proceedings of the First International Conference on Data Stream Mining & Processing, 2016