Browsing by Author Liakh, Igor

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Showing results 1 to 12 of 12
Issue DateTitleAuthor(s)
2023-05-14A Hybrid Model of Cancer Diseases Diagnosis Based on Gene Expression Data with Joint Use of Data Mining Methods and Machine Learning TechniquesBabichev, Sergii; Yasinska-Damri, Lyudmyla; Liakh, Igor
2023-10-29Applying a Recurrent Neural Network-Based Deep Learning Model for Gene Expression Data ClassificationBabichev, Sergii; Liakh, Igor; Kalinina, Irina
2023-11-19Applying Convolutional Neural Network for Cancer Disease Diagnosis Based on Gene Expression DataBabichev, Sergii; Liakh, Igor; Morokhovych, Vasyl; Honcharuk, Andrii; Balanda, Anatolii; Zaitsev, Oleksandr
2024-02-20Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression DataBabichev, Sergii; Liakh, Igor; Kalinina, Irina
2021-09-28Comparison Analysis of Gene Expression Profiles Proximity MetricsBabichev, Sergii; Yasinska-Damri, Lyudmyla; Liakh, Igor; Durnyak, Bohdan
2022-03-25Comparison Analysis of the Pearson’s Phi-Square Test and Correlation Metric Effectiveness to Form the Subset of Differently Expressed and Mutually Correlated GenesYasinska-Damri, Lyudmyla; Babichev, Sergii; Liakh, Igor
2021-07Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A ReviewYasinska-Damri, Lyudmyla; Liakh, Igor; Babichev, Sergii; Durnyak, Bohdan
2021-11-21Evaluation of the Gene Expression Profiles Complex Proximity Metric Effectiveness Based on a Hybrid Technique of Gene Expression Data ExtractionYasinska-Damri, Lyudmyla; Liakh, Igor; Babichev, Sergii; Durnyak, Bohdan
2022-09-14Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon EntropyLiakh, Igor; Babichev, Sergii; Durnyak, Bohdan; Gado, Iryna
2022-11-20Hybrid Inductive Model of Differentially and Co-Expressed Gene Expression Profile Extraction Based on the Joint Use of Clustering Technique and Convolutional Neural NetworkBabichev, Sergii; Yasinska-Damri, Lyudmyla; Liakh, Igor; Škvor, Jiri
2019Management mechanisms and development strategies of economic entities in conditions of institutional transformations of the global environmentPolishchuk, Volodymyr; Liakh, Igor
2024-05-22Project of an information system for restaurant business managementMorokhovych, Vasyl; Liakh, Igor; Kut, Vasyl; Petrus, Vitalii; Morokhovych, Bohdan