Dr. Nadezhda Lazareva Profile

Dr. Nadezhda Lazareva

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Publications (2)

Proceedings Article | 20 February 2024 Paper

Different numerical dimensions data flows: machine learning instead of correlation methods

Leonid Slavutskii, Nadezhda Lazareva, Mikhail Portnov, Elena Slavutskaya

Proceedings Volume 13065, 1306509 (2024) https://doi.org/10.1117/12.3024919

KEYWORDS: Artificial neural networks, Statistical analysis, Machine learning, Decision trees, Education and training, Neurons, Histograms, Factor analysis, Statistical methods, Signal processing

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Proceedings Article | 5 January 2023 Paper

Neural net without deep learning: signal approximation by multilayer perceptron

Leonid A. Slavutskii, Nadezhda M. Lazareva, Mikhail S. Portnov, Elena V. Slavutskaya

Proceedings Volume 12564, 125640P (2023) https://doi.org/10.1117/12.2669233

KEYWORDS: Artificial neural networks, Education and training, Signal processing, Error analysis, Deep learning, Evolutionary algorithms, Histograms, Networks, Machine learning, Neurons

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