JG Ngeo, T Tamei, T Shibata - Journal of neuroengineering and …, 2014 - Springer
Background Surface electromyography (EMG) signals are often used in many robot and rehabilitation applications because these reflect motor intentions of users very well …
The paper makes two contributions: it provides (1) an operational definition of textons, the putative elementary units of texture perception, and (2) an algorithm for partitioning the …
Segmentation of medical images has become an indispensable process to perform quantitative analysis of images of human organs and their functions. Normalized Cuts …
The hypothesis of physiological emotion specificity has been tested using pattern classification analysis (PCA). To address limitations of prior research using PCA, we studied …
Several fuzzy c-means based clustering techniques have been developed to tackle many problems in a number of areas such as pattern recognition, image analysis, communication …
This paper presents a Parzen-Windows (PW)-based classifier for transformer fault diagnosis, which is able to interpret transformer dissolved gas analysis (DGA) with a probabilistic …
JB Yang, KQ Shen, CJ Ong… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
This paper presents a new wrapper-based feature selection method for multilayer perceptron (MLP) neural networks. It uses a feature ranking criterion to measure the …
Images can be represented as the composition of multiple intrinsic component images, such as shading, albedo, and noise images. In this paper, we present a method for estimating …
G Holmes, P Sartor, S Reed… - Structural Health …, 2016 - journals.sagepub.com
This article investigates the feasibility of using machine learning algorithms to predict the loads experienced by a landing gear during landing. For this purpose, the results on drop …