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