Nikita Gabdullin

16 papers Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Exploring possible vector systems for faster training of neural networks with preconfigured latent spaces. CoRR Nikita Gabdullin
2025	J	`jnl`	The effects of Hessian eigenvalue spectral density type on the applicability of Hessian analysis to generalization capability assessment of neural networks. CoRR Nikita Gabdullin
2025	J	`jnl`	Using predefined vector systems as latent space configuration for neural network supervised training on data with arbitrarily large number of classes. CoRR Nikita Gabdullin
2024	J	`jnl`	Improving analytical color and texture similarity estimation methods for dataset-agnostic person reidentification. CoRR Nikita Gabdullin
2024	J	`jnl`	Investigating generalization capabilities of neural networks by means of loss landscapes and Hessian analysis. CoRR Nikita Gabdullin
2024	J	`jnl`	Latent space configuration for improved generalization in supervised autoencoder neural networks. CoRR Nikita Gabdullin
2024	J	`jnl`	NIDS Neural Networks Using Sliding Time Window Data Processing with Trainable Activations and its Generalization Capability. CoRR Anton A. Raskovalov, Nikita Gabdullin, Ilya Androsov
2023	J	`jnl`	Google Coral-based edge computing person reidentification using human parsing combined with analytical method. Internet Things Nikita Gabdullin, Anton A. Raskovalov
2022	J	`jnl`	Combining human parsing with analytical feature extraction and ranking schemes for high-generalization person reidentification. CoRR Nikita Gabdullin
2022	J	`jnl`	Google Coral-based edge computing person reidentification using human parsing combined with analytical method. CoRR Nikita Gabdullin, Anton A. Raskovalov
2022	J	`jnl`	Investigation and rectification of NIDS datasets and standardized feature set derivation for network attack detection with graph neural networks. CoRR Anton A. Raskovalov, Nikita Gabdullin, Vasily Dolmatov
2020	J	`jnl`	Analysis of Nonlinear Dynamics of Permanent Magnet Magnetic Contactor via Novel Computationally Efficient Analytical Method Considering Stray and Leakage Fluxes. IEEE Access Nikita Gabdullin, Jong-Suk Ro
2020	J	`jnl`	Energy-Efficient Eco-Friendly Zero-Holding-Energy Magnetic Contactor for Industrial and Vehicular Applications. IEEE Trans. Veh. Technol. Nikita Gabdullin, Jong-Suk Ro
2020	J	`jnl`	Next Generation Autofocus and Optical Image Stabilization System for Camera Modules Using Magnetic Shape Memory Actuators. IEEE Access Nikita Gabdullin, Hamza Ahmad, Jong-Suk Ro
2020	J	`jnl`	Novel Piezoelectric Emergency Opening Sub-System to Improve the Safety and Reliability of Zero-Holding-Energy Permanent Magnet Magnetic Contactors. IEEE Access Nikita Gabdullin, Jong-Suk Ro
2019	J	`jnl`	Novel Non-Linear Transient Path Energy Method for the Analytical Analysis of the Non-Periodic and Non-Linear Dynamics of Electrical Machines in the Time Domain. IEEE Access Nikita Gabdullin, Jong-Suk Ro