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Articles 19
- Classification of digital streams in communication networks based on the distribution of multidimensional binary vectors for solving traffic optimization problems pp. 14-23
- The influence of the method for forming the training and test sets on the accuracy assessment of binary classification of ventricular arrhythmias pp. 33-37
- Analysis of efficiency of the bagging for binary classification at technical diagnostics pp. 42-45
- Differentiable piecewise linear classification based on R-functions and artificial neural networks in information security problems pp. 5-17
- Improving efficiency of turbo code decoding by reducing the decoder's sensitivity to information bit values pp. 67-75
- Analysis of the influence of the resolution of the inverse synthesis aperture radar on the accuracy of polarization selection of objects based on the principal component method pp. 135-148
- Optimization of neural network architecture using genetic algorithms: a case study in diabetes prediction pp. 35-44
- Diagnostics of technical state of the equipment using aggregated classifiers pp. 46-49
- Video sequence from ceiling cameras analysis for human detection pp. 47-55
- Developing a genetic algorithm for digital filters design to classify biomedical signals and testing the algorithm on known property signals pp. 56-64
- Development and analysis of face recognition algorithm based on local quantized patterns pp. 35-42
- The basic properties of linearly folded binary signals pp. 46-49
- Relevance vector method in pattern recognition signals from seismic detection system pp. 61-65
- Neural network detection of tumors on mammograms using the MSER algorithm and texture features pp. 66-69
- Investigation of coding outputs of artificial neural networks for classification of heart rate variability pp. 48-54
- Estimation of information value of features used for echocardiography image processing pp. 19-26
- An atrial arrhythmia classification using wavelet transform of the ECG and machine learning approach pp. 12-18
- Recognition of the Person in the Conditions of Influence of Animals for the One-Item Radiowave Sensor pp. 20-22
- Intellectualization of the Pattern Recognition System Based on Classifier Performance Comparing pp. 35-39