Igor Liakh

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

High Throughput

Shannon Entropy

Gene Expression

Microarray Data

Top Venues

Publications

Sergii Babichev, Igor Liakh, Irina Kalinina
Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression Data. IEEE Access 12 (2024)
Igor Liakh, Sergii Babichev, Bohdan Durnyak, Iryna Gado
Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon Entropy. ISDMCI (2022)
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)
Sergii Babichev, Lyudmyla Yasinska-Damri, Igor Liakh, Bohdan Durnyak
Comparison Analysis of Gene Expression Profiles Proximity Metrics. Symmetry 13 (10) (2021)
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)