Ivan P. Malashin

23 papers Journal 20Unranked 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
Analysis of IoT-Collected Radish Growth Data Using Deep Neural Networks.
IEEE Access
Ivan P. Malashin, Vadim Sergeevich Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksei S. Borodulin
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
Generation of Natural-Language Explanations for Static-Analysis Warnings Using Single- and Multi-Objective Optimization.
Comput.
Ivan P. Malashin
2025 J jnl
Integrating Machine Learning and Multi-Objective Optimization in Biofuel Systems: A Review.
IEEE Access
Ivan P. Malashin, Dmitry Martysyuk, Vadim Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksei S. Borodulin
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
2025 J jnl
Multi-Criteria Genetic Algorithm for Optimizing Distributed Computing Systems in Neural Network Synthesis.
Future Internet
Valeriya V. Tynchenko, Ivan P. Malashin, Sergei Olegovich Kurashkin, Vadim Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksey S. Borodulin
2025 J jnl
Powder particle classification with scanning electron microscopy images using machine learning techniques.
Expert Syst. Appl.
Ivan P. Malashin, Dmitry Martysyuk
2025 J jnl
Recognition of Handwritten Characters in Birch-Bark Manuscripts via Object Detection.
IEEE Access
Ivan P. Malashin, Vadim Sergeevich Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksei S. Borodulin
2024 J jnl
Adaptive Management of Multi-Scenario Projects in Cybersecurity: Models and Algorithms for Decision-Making.
Big Data Cogn. Comput.
Vadim Tynchenko, Alexander Lomazov, Vadim Lomazov, Dmitry Evsyukov, Vladimir A. Nelyub, Aleksey S. Borodulin, Andrei P. Gantimurov, Ivan P. Malashin
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
Assessment of Anisotropic Acoustic Properties in Additively Manufactured Materials: Experimental, Computational, and Deep Learning Approaches.
Sensors
Ivan P. Malashin, Vadim Tynchenko, Dmitry Martysyuk, Nikita A. Shchipakov, Nikolay V. Krysko, Maxim Degtyarev, Vladimir A. Nelyub, Andrei P. Gantimurov, Aleksey S. Borodulin, Andrey Galinovsky
2024 J jnl
Automated Text Structuring: Natural Language Processing and Regular Expressions in XML Tag Filling.
IEEE Access
Ivan P. Malashin, Vadim Sergeevich Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksey S. Borodulin
2024 J jnl
BCSnet: A U-Net-Based Model for Segmentation of Brain Cells in Trypan Blue Images.
IEEE Access
Aleksei A. Kudryavtsev, Ivan Simkin, Maksim A. Dragun, Olga P. Alexandrova, Ivan P. Malashin, Denis A. Sukhanov, Vladimir A. Nelyub, Aleksey S. Borodulin, Stanislav Yurchenko, Vadim Tynchenko
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
Controlled Porosity of Selective Laser Melting-Produced Thermal Pipes: Experimental Analysis and Machine Learning Approach for Pore Recognition on Pipes Surfaces.
Sensors
Ivan P. Malashin, Dmitry Martysyuk, Vadim Tynchenko, Vladimir A. Nelyub, Aleksey S. Borodulin, Andrei P. Gantimurov, Anton Nisan, Nikolay Novozhilov, Viatcheslav Zelentsov, Aleksey Filimonov, Andrey Galinovsky
2024 J jnl
Deep Learning Approach for Pitting Corrosion Detection in Gas Pipelines.
Sensors
Ivan P. Malashin, Vadim Tynchenko, Vladimir A. Nelyub, Aleksey S. Borodulin, Andrei P. Gantimurov, Nikolay V. Krysko, Nikita A. Shchipakov, Denis M. Kozlov, Andrey G. Kusyy, Dmitry Martysyuk, Andrey Galinovsky
2024 J jnl
Detecting of Robotic Imitation of Human on-the-Website Activity With Advanced Vector Analysis and Fractional Derivatives.
IEEE Access
Ivan P. Malashin, Vadim Sergeevich Tynchenko, Andrei P. Gantimurov, Vladimir A. Neluyb, 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
2024 J jnl
ML-Based Forecasting of Temporal Dynamics in Luminescence Spectra of Ag
IEEE Access
Ivan P. Malashin, Daniil S. Daibagya, Vadim Tynchenko, Vladimir A. Nelyub, Aleksey S. Borodulin, Andrei P. Gantimurov, Sergey A. Ambrozevich, Alexandr S. Selyukov