Compartir
Machine Learning Techniques for Time Series Classification (en Inglés)
Botsch, Michael (Autor)
·
Cuvillier
· Tapa Blanda
Machine Learning Techniques for Time Series Classification (en Inglés) - Botsch, Michael
Libro Nuevo
Importado
Envío: 23 a 28 días háb.
₡ 35.469
Costos de importación y 13% IVA incluídos en el precio ✅
Reseña del libro "Machine Learning Techniques for Time Series Classification (en Inglés)"
Classification of time series is an important task in various fields, e.g., medicine, finance, and industrial applications. This work discusses strong temporal classification using machine learning techniques. Here, two problems must be solved: the detection of those time instances when the class labels change and the correct assignment of the labels. For this purpose the scenario-based random forest algorithm and a segment and label approach are introduced. The latter is realized with either the augmented dynamic time warping similarity measure or with interpretable generalized radial basis function classifiers. The main application presented in this work is the detection and categorization of car crashes using machine learning. Depending on the crash severity different safety systems, e.g., belt tensioners or airbags must be deployed at time instances when the best-possible protection of passengers is assured.
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
Todos los libros de nuestro catálogo son Originales.
El libro está escrito en Inglés.
La encuadernación de esta edición es Tapa Blanda.
✓ Producto agregado correctamente al carro, Ir a Pagar.