In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal...
In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology....
Embodied theories claim that semantic representations are grounded in sensorimotor systems, but the contribution of sensorimotor brain areas in representing meaning is still controversial. One current debate is whether activity in sensorimotor areas during language comprehension is automatic. Numerous neuroimaging studies reveal activity in perception and action areas during semantic processing that is automatic and independent of context, but increasing findings show that involvement of sensorimotor areas and the connectivity between word-form areas and sensorimotor areas can be modulated...
Embodied theories claim that semantic representations are grounded in sensorimotor systems, but the contribution of sensorimotor brain areas in rep...
Jie Yang, Congfeng Liu, China Science Publishing & Media Ltd.
A fundamental introduction to the delopment of random signal processing with an emphasis on analysis. Linear transformation, nonlinear transformation, spectral analysis of stationary and narrow band random process are discussed in detail. With abundant exercises, this book is an essential reference for graduate students, scientists and practitioners in electronical engineering and signal processing.
A fundamental introduction to the delopment of random signal processing with an emphasis on analysis. Linear transformation, nonlinear transformation,...
