iMakiMak AI Lab

Home About Team Projects Publications News

Research and products at the intersection of science and industry.

Explore

About
Team
Projects
Publications
News

Contact

© 2026 iMak AI Lab

Publications

✕ Reset filter

Publications by: Ilya Makarov

2026

MemSARAD: Hybrid Spatial-Memory Modeling for Industrial Sensing Systems

Alina Kozhevnikova, Andrei Zakharov, Ilya Makarov

2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems - Posters and Demos (SenSys-Adjunct)•May 2026

Anomaly Detection Industrial AI IoT Time Series Analysis SenSys

2026

Benchmarking IoT Time-Series Anomaly Detection with Event-Level Augmentations

Dmitry Zhevnenko, Ilya Makarov, Aleksandr Kovalenko, Fedor Meshchaninov, Anton Kozhukhov, Vladislav Travnikov,

arXiv preprint arXiv:2602.15457•February 2026

Anomaly Detection Time Series Analysis IoT Benchmark arXiv

2025

SensorDBSCAN: Semi-Supervised Active Learning Powered Method for Anomaly Detection and Diagnosis

Petr Ivanov, Maria Shtark, Alexander Kozhevnikov, Maksim Golyadkin, Dmitry Botov, Ilya Makarov

IEEE Access•February 2025

DOI: https://doi.org/10.1109/ACCESS.2025.3537649

Anomaly Detection Fault Diagnosis Active Learning Industrial AI IEEE Access