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Mathematical Models of Time Series of Intensities of Network Traffic with Different Approaches to Their Creating autoregressive models based on statistical analysis of time row measurements. Algorithm of neural network model

Economic and predictive modeling of company's development as major strategic planning prerequisites), correlation and regression analysis and neural simulation. Results from the analysis, made in STATISTICA

Principles of decision-making systems building based on the integration of neural networks and semantic modelsThis article reviews the benefits of integration neural network and semantic models for building

Trees classification based on Fourier coefficients of the sapflow density fluxIn this paper we study the possibility to use the artificial neural networks for trees

Using Machine Learning Methods to Predict the Magnitude and the Direction of Mask Fragments Displacement in Optical Proximity Correction (OPC), gradient boosting, and feedforward convolutional neural network models. The most accurate results were

Cryptocurrencies chaotic co-movement forecasting with neural networks chaotic co-movement forecasting using non-linear models like Neural networks. The study finds that LSTM

Audio/Speech Coding Based on the Perceptual Sparse Representation of the Signal with DAE Neural Network Quantizer and Near-End Listening Enhancement algorithm based on the artificial neural networks with a deep autoencoder (DAE) architecture is presented

Detection of cardiac arrhythmia based on the analysis of electrocardiogram using deep learning models of convolutional (CNN) and recurrent deep neural networks with LSTM unit. The results of performed computer

Spectrum Hole Prediction in LTE-Based Cognitive Radio System Using Kolmogorov-Arnold Network, the Kolmogorov-Arnold network (KAN) architecture is used. A model structure has been developed that collects data

Prototype of classifier for the decision support system of legal documents, an original model based on an artificial neural network was developed, which shows an unmistakable

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