An evaluation of task performance capabilities in a network-centric system with neural networks usage
The study considers the problem touching upon analyzing the military unit capabilities. The ability to accurately assess and predict the functional potential of the units is outstanding for effective strategic and operational planning. Established methodologies use strict calculation algorithm and m...
Saved in:
| Date: | 2025 |
|---|---|
| Main Authors: | Бойченко, А. В., Додонов, В. О., Залужний, В. Ф., Ізварін, Є. І. |
| Format: | Article |
| Language: | Ukrainian |
| Published: |
Інститут проблем реєстрації інформації НАН України
2025
|
| Subjects: | |
| Online Access: | https://drsp.ipri.kiev.ua/article/view/354610 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Journal Title: | Data Recording, Storage & Processing |
| Download file: | |
Institution
Data Recording, Storage & ProcessingSimilar Items
A modern approach to calculating the abilities and capabilities of military units to perform tasks using artificial intelligence
by: Бойченко, А. В., et al.
Published: (2025)
by: Бойченко, А. В., et al.
Published: (2025)
Modelling videocard memory performance for LLM neural networks
by: Rahozin, D.V., et al.
Published: (2024)
by: Rahozin, D.V., et al.
Published: (2024)
Application of neural networks in OLAP-systems
by: Nabibayeva, G.Ch.
Published: (2024)
by: Nabibayeva, G.Ch.
Published: (2024)
Adaptive maximum power point tracking using neural networks for a photovoltaic systems according grid
by: Sahraoui, H., et al.
Published: (2021)
by: Sahraoui, H., et al.
Published: (2021)
Overview and comparison of neural network models for diagnostics and quality control in the production of printed circuit boards
by: Верлань , А.А., et al.
Published: (2025)
by: Верлань , А.А., et al.
Published: (2025)
New application of artificial neural network-based direct power control for permanent magnet synchronous generator
by: Akkouchi, K., et al.
Published: (2021)
by: Akkouchi, K., et al.
Published: (2021)
Neural networks’ learning process acceleration
by: Katerynych, L., et al.
Published: (2020)
by: Katerynych, L., et al.
Published: (2020)
Photovoltaic system faults diagnosis using discrete wavelet transform based artificial neural networks
by: Bengharbi, A. A., et al.
Published: (2022)
by: Bengharbi, A. A., et al.
Published: (2022)
Prediction of hydraulic resistance coefficient using an ensemble neural network algorithm
by: Khodnevych, Yaroslav, et al.
Published: (2025)
by: Khodnevych, Yaroslav, et al.
Published: (2025)
A generalized methodology of sign language recognition on video streams based on neural networks and transformers
by: Кузнєцова, Н. В., et al.
Published: (2023)
by: Кузнєцова, Н. В., et al.
Published: (2023)
Neural and Bayesian networks in the problem of credit risk analysis
by: Kuznietsova, N. V., et al.
Published: (2015)
by: Kuznietsova, N. V., et al.
Published: (2015)
Complex systems in geophysics: methods of research and prediction of their behavior
by: Mykulyak, Serhiy
Published: (2025)
by: Mykulyak, Serhiy
Published: (2025)
A new type of signal’s representation that can be restored by artificial intelligence methods when parts of the data are lost
by: Додонов, В. О., et al.
Published: (2026)
by: Додонов, В. О., et al.
Published: (2026)
COMPUTATIONAL EFFICIENCY OF AN ARTIFICIAL NEURAL NETWORK IN OPTIMIZING THE OPERATING CONDITIONS OF PATCH ANTENNAS
by: Butov, S., et al.
Published: (2026)
by: Butov, S., et al.
Published: (2026)
APPLICATION OF AN ARTIFICIAL NEURAL NETWORK FOR PREDICTING THE THERMAL STATE OF AN AIR-SOIL HEAT EXCHANGER
by: Basok , B., et al.
Published: (2025)
by: Basok , B., et al.
Published: (2025)
Data arrangements to train an artificial neural network within solving the tasks for calculating the Chézy roughness coefficient under uncertainty of parameters determining the hydraulic resistance to flow in river channels
by: Khodnevych, Yaroslav V., et al.
Published: (2022)
by: Khodnevych, Yaroslav V., et al.
Published: (2022)
Assessment of Quality of Life in Cancer Patients: Challenges and Opportunities
by: Chekhun, V.
Published: (2024)
by: Chekhun, V.
Published: (2024)
Method for political propaganda detection in internet content using neural network natural language processing tools
by: Krak, Iu.V., et al.
Published: (2024)
by: Krak, Iu.V., et al.
Published: (2024)
Fault diagnosis in a five-level multilevel inverter using an artificial neural network approach
by: Parimalasundar, E., et al.
Published: (2023)
by: Parimalasundar, E., et al.
Published: (2023)
APPLICATION OF DEEP LEARNING NEURAL NETWORK FOR CLASSIFICATION OF BIG DATA OF ASTRONOMIC OBSERVATIONS
by: Gorbunov, A. A., et al.
Published: (2017)
by: Gorbunov, A. A., et al.
Published: (2017)
A prediction of the frequency of non-periodic signals based on convolutional neural networks
by: Subbotin, S. A., et al.
Published: (2018)
by: Subbotin, S. A., et al.
Published: (2018)
Do we need a more sophisticated multilayer artificial neural network to compute roughness coefficient?
by: Khodnevych, Yaroslav V., et al.
Published: (2023)
by: Khodnevych, Yaroslav V., et al.
Published: (2023)
Fault diagnosis of power converters in a grid connected photovoltaic system using artificial neural networks
by: Mimouni, A., et al.
Published: (2023)
by: Mimouni, A., et al.
Published: (2023)
Recurrent neural network model for music generation
by: Komarskiy, O.C., et al.
Published: (2022)
by: Komarskiy, O.C., et al.
Published: (2022)
NETWORK-CENTRIC TECHNOLOGIES FOR CONTROL OF THREE-PHASE NETWORK OPERATION MODES
by: Sokol, Ye. I., et al.
Published: (2017)
by: Sokol, Ye. I., et al.
Published: (2017)
Optimization of auto-tuning of programs using neural networks
by: Doroshenko, А.Yu., et al.
Published: (2018)
by: Doroshenko, А.Yu., et al.
Published: (2018)
Neural network based method of a user identification by keyboard handwriting
by: Danyliuk, I. I., et al.
Published: (2018)
by: Danyliuk, I. I., et al.
Published: (2018)
Formal verification of deep neural networks
by: Panchuk, B.O.
Published: (2024)
by: Panchuk, B.O.
Published: (2024)
The problem of prediction of the transmission coefficient using neural networks with a limited quantity of data
by: Krysenko, Pavlo
Published: (2025)
by: Krysenko, Pavlo
Published: (2025)
Recurrent neural networks for the problem of improving numerical meteorological forecasts
by: Doroshenko, А.Yu., et al.
Published: (2023)
by: Doroshenko, А.Yu., et al.
Published: (2023)
Neural network modeling of critical tempe-ratures for steel pitting.
by: Korniienko, O. V., et al.
Published: (2019)
by: Korniienko, O. V., et al.
Published: (2019)
Operational diagnostics of main equipment APP
by: Sharayevskij G.S., et al.
Published: (2009)
by: Sharayevskij G.S., et al.
Published: (2009)
Development and research of a modified convolutional neural network for malaria cell pattern recognition
by: Федорченко, Є. М., et al.
Published: (2023)
by: Федорченко, Є. М., et al.
Published: (2023)
Construction of diagnostic expert-medical system using neural networks
by: Glybovets, M.M., et al.
Published: (2020)
by: Glybovets, M.M., et al.
Published: (2020)
Convolutional neural network model and software for classification of typical pests
by: Bezliudnyi, Y.S., et al.
Published: (2022)
by: Bezliudnyi, Y.S., et al.
Published: (2022)
Application of neural networks modeling for interpretation of acoustic logging traces
by: Lazarenko, M., et al.
Published: (2015)
by: Lazarenko, M., et al.
Published: (2015)
Usage of artificial neural networks in the energy sector
by: D. V. Lazarenko
Published: (2016)
by: D. V. Lazarenko
Published: (2016)
Usage of artificial neural networks in the energy sector
by: Lazarenko, D.V.
Published: (2016)
by: Lazarenko, D.V.
Published: (2016)
Neural network application to pseudorandom sequence generation simulation
by: Lesyk, V.O., et al.
Published: (2024)
by: Lesyk, V.O., et al.
Published: (2024)
Software package for adaptive training of robot controllers based on neural networks
by: Vitiuk, A.Y., et al.
Published: (2023)
by: Vitiuk, A.Y., et al.
Published: (2023)
Similar Items
-
A modern approach to calculating the abilities and capabilities of military units to perform tasks using artificial intelligence
by: Бойченко, А. В., et al.
Published: (2025) -
Modelling videocard memory performance for LLM neural networks
by: Rahozin, D.V., et al.
Published: (2024) -
Application of neural networks in OLAP-systems
by: Nabibayeva, G.Ch.
Published: (2024) -
Adaptive maximum power point tracking using neural networks for a photovoltaic systems according grid
by: Sahraoui, H., et al.
Published: (2021) -
Overview and comparison of neural network models for diagnostics and quality control in the production of printed circuit boards
by: Верлань , А.А., et al.
Published: (2025)