Efficient and Intelligent Human Activity Monitoring and Recognition

Efficient and Intelligent Human Activity Monitoring and Recognition

Human Activity Recognition

Versandkostenfrei!
Versandfertig in 6-10 Tagen
54,99 €
inkl. MwSt.
PAYBACK Punkte
27 °P sammeln!
This book introduces the readers to a comprehensive idea to implement machine learning-based physical activity recognition frameworks. This book covers the challenges and their respective solutions of machine learning-based human activity monitoring and recognition frameworks. A novel feature selection method, modified guided regularized random forest, is introduced to accurately select the most relevant and important features to address the "curse-of-dimensionality" and "overfitting" issues. Ensemble learning, Random projection-based ELM, feature fusion, and deep learning frameworks with atte...