АНАЛИЗ ПРОИЗВОДИТЕЛЬНОСТИ УМЕНЬШЕНИЯ РАЗМЕРНОСТИ ДЛЯ СИГНАЛОВ ЭКГ: ИСПОЛЬЗОВАНИЕ PCA, KPCA И ЛЛЕ (Russian Edition)
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АНАЛИЗ ПРОИЗВОДИТЕЛЬНОСТИ УМЕНЬШЕНИЯ РАЗМЕРНОСТИ ДЛЯ СИГНАЛОВ ЭКГ: ИСПОЛЬЗОВАНИЕ PCA, KPCA И ЛЛЕ (Russian Edition)

by Ганеш Бабу С, Харикумар Раджагуру, Калаияраси М

biomedical engineering Machine Learning Signal Processing
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A technical analysis of PCA, KPCA, and LLE for reducing ECG signal dimensions and assessing their performance.

About This Book

This book analyzes methods for reducing the dimensionality of ECG signals.

It evaluates Principal Component Analysis, Kernel PCA, and Locally Linear Embedding.

The work is presented in Russian and focuses on signal processing performance.

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I will be using this book for: