Search Results - "Nemirko, A. P."

Convex Hull Proximity Estimation for Machine Learning Problems by Nemirko, A. P.

“…This paper proposes new machine learning methods based on the representation of classes by convex hulls in multidimensional space, and not requiring the…”
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Lightweight Nearest Convex Hull Classifier by Nemirko, A. P.

“…— A new type of classifier, the lightweight nearest convex hull (LNCH) classifier, is proposed. It is called lightweight due to the simplicity of its…”
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Multidimensional Data Visualization Based on the Minimum Distance Between Convex Hulls of Classes by Nemirko, A. P.

“…The problem of data visualization in the analysis of two classes in a multidimensional feature space is considered. The two orthogonal axes by which the…”
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Computer geometry algorithms in feature space dimension reduction problems by Nemirko, A. P.

“…One of the goals of multidimensional feature space dimension reduction is to visualize the arrangement of classes on a plane. The quality of such a…”
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The St. Petersburg Scientific School of Pattern Recognition, Signal Analysis, and Biotechnical Systems by Nemirko, A. P., Geppener, V. V., Yuldashev, Z. M., Klionsky, D. M.

“…The history of development and the results of research by scientific groups in the field of pattern recognition, signal analysis, and biotechnical systems are…”
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Transformation of feature space based on Fisher’s linear discriminant by Nemirko, A. P.

“…Linear transformation of data in multidimensional feature space based on Fisher’s criterion is considered. The case of two classes with arbitrary distributions…”
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An Algorithm for Automated Representation of Dynamic Correlation Rhythmograms for Long-lasting Signal Recordings by Timofeeva, P. Yu, Alekseev, B. E., Manilo, L. A., Nemirko, A. P.

“…Investigation of the cardiac rhythm in clinical practice makes wide use of 24-hour ECG monitoring. One method for analysis of long-term ECG signal recordings…”
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Recognition of biomedical signals based on their spectral description data analysis by Manilo, L. A., Nemirko, A. P.

“…Methods for generating spectral features in biosignal recognition in frequency domain are described. The method of linear decision rules constructing using the…”
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Creation of a Database of Verified Synchronous Recordings of 12-Channel High-Resolution ECG Signals and Intracarciac Electrograms by Yuldashev, Z. M., Solieman, H., Ripka, D. S., Nemirko, A. P., Manilo, L. A., Lebedev, D. S., Mikhailov, E. N., Simonova, K. A.

“…A verified database of synchronous high-resolution ECG traces and intracardiac electrograms for various dangerous heart rhythm abnormalities constructed using…”
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Analysis of anesthesia stages based on the EEG entropy estimation by Kalinichenko, A. N., Manilo, L. A., Nemirko, A. P.

“…New algorithm for anesthesia depth analysis using EEG signal is presented. The algorithm is intended for the use in anesthesia depth monitors in the course of…”
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Nonlinear analysis of heart rate variability in the recognition of congestive heart failure by Kholmatov, D. U., Manilo, L. A., Nemirko, A. P.

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Detection of life-threatening arrhythmias using an artificial intelligence-based method by Nemirko, A. P., Manilo, L. A., Semenova, E. A., Evdakova, E. G.

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Recognition of biosignals with nonlinear properties by approximate entropy parameters by Manilo, L.A., Nemirko, A.P.

“…More and more attention is being paid to the development of methods for the objective analysis of biosignals for computer medical systems. The search for new…”
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Investigation of time, amplitude, and frequency parameters of a direct fetal ECG signal during labor and delivery by Shepoval’nikov, R. A., Nemirko, A. P., Kalinichenko, A. N., Abramchenko, V. V.

“…Direct acquisition and analysis of the fetal ECG signal during labor is important for monitoring the well being of the fetus. The results of the present study…”
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Software complex for the recognition of diagnostically significant ECG changes by Nemirko, A. P., Kalinichenko, A. N., Murashov, P. V., Pogodin, N. N., Goncharov, D. V., Ivanova, S. E., Matous, C. M., Sankin, A. N.

“…A software complex for the automation of functional electrocardiographic (ECG) studies is presented. The algorithms of ECG signal processing and recognition of…”
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Heart rate variability as an index of autonomic heart regulation in acute myocardial infarction patients by Boyarkin, M.V., Kalinichenko, A.N., Nemirko, A.P.

“…The results of investigations of interrelation between heart rate variability (HRV) spectral characteristics and other parameters characterizing cardiovascular…”
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The experience of computer-based monitoring system utilization in CCU by Valdenberg, A.V., Kalinichenko, A.N., Nemirko, A.P.

“…The experience of using a computer-based monitoring system RITMON (Biosignal Ltd., Russia) exploitation in a CCU is presented. The system provides continuous…”
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Algorithm for detection of the QRS complexes in the fetal ECG in the course of delivery by Shepoval'nikov, R A, Nemirko, A P, Kalinichenko, A N

“…An algorithm for detection of the QRS complexes in the fetal ECG in the course of delivery is presented. A set of digital filters with the subsequent threshold…”
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Algorithm for detection of the QRS complexes in the fetal ECG in the course of delivery by Shepoval’nikov, R. A., Nemirko, A. P., Kalinichenko, A. N.

“…An algorithm for detection of the QRS complexes in the fetal ECG in the course of delivery is presented. A set of digital filters with the subsequent threshold…”
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Systems of long-term observation in cardiological departments and automatic analysis of the rhythm of cardiac activity by Chireĭkin, L V, Meĭzerov, I V, Nemirko, A P

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