Igor S. Masich

13 papers Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
A Stochastic Diffusion Framework for Tabular Data Synthesis and Completion.
ICDM (Workshops)
Ivan P. Malashin, Igor S. Masich, Dmitry Martysyuk, Andrei P. Gantimurov, Aleksey S. Borodulin, Vladimir A. Nelyub, Vadim Tynchenko
2025 J jnl
Automated Detection of Deviations in Bankruptcy Processes Using Process Mining.
IEEE Access
Ivan P. Malashin, Igor S. Masich, Daniel A. Ageev, Dmitriy A. Evsyukov, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksei S. Borodulin, Vadim Sergeevich Tynchenko
2025 — conf
Automated Evolutionary Hyperparameter Tuning for NLP-Based Test Case Generation.
ASEW
Ivan P. Malashin, Igor S. Masich, Sergei Kurashkin, Andrei P. Gantimurov, Aleksey S. Borodulin, Vladimir A. Neluyb, Vadim Tynchenko
2025 J jnl
Fast Adaptive Approximate Nearest Neighbor Search with Cluster-Shaped Indices.
Big Data Cogn. Comput.
Vladimir Kazakovtsev, Mikhail Plekhanov, Alexandr Naumchev, Guzel Sh. Shkaberina, Igor S. Masich, Lyudmila Egorova, Alena A. Stupina, Aleksey M. Popov, Lev Kazakovtsev
2025 J jnl
Minimizing unnecessary tax audits using multi-objective hyperparameter tuning of XGBoost with focal loss.
Frontiers Artif. Intell.
Ivan P. Malashin, Igor S. Masich, Vadim Sergeevich Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksei S. Borodulin
2024 — conf
Anomaly Detection in Financial Data Using GA-Optimized MLP Models.
ICDM (Workshops)
Ivan P. Malashin, Igor S. Masich, Aleksei S. Borodulin, Vladimir Viktorovich Bukhtoyarov, Vladimir A. Nelyub, Vadim Tynchenko
2024 J jnl
Anomaly Detection in Restaurant Receipts Data.
IEEE Access
Ivan P. Malashin, Igor S. Masich, Vadim Sergeevich Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksey S. Borodulin, Sergei I. Tokarev, Denis I. Vasilev
2024 J jnl
Application of Natural Language Processing and Genetic Algorithm to Fine-Tune Hyperparameters of Classifiers for Economic Activities Analysis.
Big Data Cogn. Comput.
Ivan P. Malashin, Igor S. Masich, Vadim Tynchenko, Vladimir A. Nelyub, Aleksey S. Borodulin, Andrei P. Gantimurov
2024 J jnl
Confidence-Aware Rejection Class Minimization in Indirect Tax Audit Classification.
IEEE Access
Ivan P. Malashin, Igor S. Masich, Vadim Sergeevich Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksey S. Borodulin
2024 J jnl
Image Text Extraction and Natural Language Processing of Unstructured Data from Medical Reports.
Mach. Learn. Knowl. Extr.
Ivan P. Malashin, Igor S. Masich, Vadim Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksey S. Borodulin
2023 J jnl
Subgroup Discovery in Machine Learning Problems with Formal Concepts Analysis and Test Theory Algorithms.
Algorithms
Igor S. Masich, Natalya Rezova, Guzel Sh. Shkaberina, Sergei Mironov, Mariya Bartosh, Lev Kazakovtsev
2022 J jnl
Formation of Fuzzy Patterns in Logical Analysis of Data Using a Multi-Criteria Genetic Algorithm.
Symmetry
Igor S. Masich, Margarita A. Kulachenko, Predrag S. Stanimirovic, Aleksey M. Popov, Elena M. Tovbis, Alena A. Stupina, Lev A. Kazakovtsev
2022 J jnl
Paired Patterns in Logical Analysis of Data for Decision Support in Recognition.
Comput.
Igor S. Masich, Vadim Sergeevich Tynchenko, Vladimir A. Nelyub, Vladimir Viktorovich Bukhtoyarov, Sergei Olegovich Kurashkin, Aleksey S. Borodulin