RTU Research Outputs and Resources: Reasearch Staff

Information about Author

Name, Surname:

Vadim V. Romanuke

Publications

8 items found, displaying 1 to 8.

Smooth Non-increasing Square Spatial Extents of Filters in Convolutional Layers of CNNs for Image Classification Problems
(2018)

Vadim V. Romanuke
Scientific article indexed in SCOPUS or WOS database

An Attempt of Finding an Appropriate Number of Convolutional Layers in CNNs Based on Benchmarks of Heterogeneous Datasets
(2018)

Vadim V. Romanuke
Scientific article indexed in SCOPUS or WOS database

Appropriateness of Dropout Layers and Allocation of Their 0.5 Rates across Convolutional Neural Networks for CIFAR-10, EEACL26, and NORB Datasets
(2017)

Vadim V. Romanuke
Scientific article indexed in SCOPUS or WOS database

Appropriate Number of Standard 2 × 2 Max Pooling Layers and Their Allocation in Convolutional Neural Networks for Diverse and Heterogeneous Datasets
(2017)

Vadim V. Romanuke
Publication (anonimusly reviewed) in a journal with an international editorial board indexed in other databases

Classifying Scaled-Turned-Shifted Objects with Optimal Pixel-to-Scale-Turn-Shift Standard Deviations Ratio in Training 2-Layer Perceptron on Scaled-Turned-Shifted 4800-Featured Objects under Normally Distributed Feature Distortion
(2017)

Vadim V. Romanuke
Scientific article indexed in SCOPUS or WOS database

Optimal Pixel-to-Shift Standard Deviation Ratio for Training 2-Layer Perceptron on Shifted 60x80 Images with Pixel Distortion in Classifying Shifting-Distorted Objects
(2016)

Vadim V. Romanuke
Scientific article indexed in SCOPUS or WOS database

Hard and Soft Adjusting of a Parameter With Its Known Boundaries by the Value Based on the Experts’ Estimations Limited to the Parameter
(2016)

Vadim V. Romanuke
Publication (anonimusly reviewed) in a journal with an international editorial board indexed in other databases

Approximation of Isomorphic Infinite Two-Person Non-Cooperative Games by Variously Sampling the Players’ Payoff Functions and Reshaping Payoff Matrices into Bimatrix Game
(2016)

Vadim V. Romanuke, Vladimir V. Kamburg
Scientific article indexed in SCOPUS or WOS database

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