| 2024 | IDDM | A Hybrid Inductive Model for Gene Expression Data Processing Using Spectral Clustering. | Sergii Babichev, Oleg Yarema, Ihor Liakh |
| 2023 | IDDM | Applying Convolutional Neural Network for Cancer Disease Diagnosis Based on Gene Expression Data. | Sergii Babichev, Ihor Liakh, Vasyl Morokhovych, Andrii Honcharuk, Anatolii Balanda, Oleksandr Zaitsev |
| 2021 | IDDM | Evaluation of the Gene Expression Profiles Complex Proximity Metric Effectiveness Based on a Hybrid Technique of Gene Expression Data Extraction. | Lyudmyla Yasinska-Damri, Igor Liakh, Sergii Babichev, Bohdan Durnyak |
| 2020 | CSIT | An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments. | Sergii Babichev, Orest Khamula, Iryna Perova, Bohdan Durnyak |
| 2019 | CSIT | Application of Optics Density-Based Clustering Algorithm Using Inductive Methods of Complex System Analysis. | Sergii Babichev, Bohdan Durnyak, Valeriy Zhydetskyy, Iryna Pikh, Vsevolod Senkivskyy |
| 2019 | EUSFLAT | A Hybrid Model of Gene Expression Profiles Reducing Based on the Complex Use of Fuzzy Inference System and Clustering Quality Criteria. | Sergii Babichev, Jir Barilla, Jir Fiser, Jir Skvor |
| 2019 | IDDM | Technique of Gene Regulatory Networks Reconstruction Based on ARACNE Inference Algorithm. | Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula |
| 2019 | IDDM | Exploratory Analysis of Neuroblastoma Data Genes Expressions Based on Bioconductor Package Tools. | Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula |
| 2017 | CSIT | Gene expression sequences clustering based on the internal and external clustering quality criteria. | Sergii Babichev, Jan Krejci, Josef Bicanek, Volodymyr Lytvynenko |
| 2017 | CSIT | Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm. | Sergii Babichev, Volodymyr Lytvynenko, Volodymyr Osypenko |