Sleep stage classification Analysis and automatic identification of sleep stages using higher order spectra GMM Int J Neural Syst 2010 Brain functionality classification Is it possible to detect cerebral dominance via EEG signals by using deep learning? CNN, SVM Med. Hypotheses 2019 Brain functionality ...
Classification algorithms have been in use since the advent of computers. The first simple algorithms like Linear Regression and k-Nearest Neighbors were developed in the early 20th century. With the recent advancements in technologies, more complex and accurate algorithms like Support Vector Machines ...
WenbinHe, ...ChenCao, inComputers in Biology and Medicine, 2022 5Classifier The learning of a classification function or the construction of aclassification modelbased on existing data is a really essential way ofdata mining. As a result, classifier refers to a wide range of sampleclassification...
Motor Imagery A Multibranch of Convolutional Neural Network Models for Electroencephalogram-Based Motor Imagery Classification CNN MDPI Biosensors 2022 Motor Imagery A transfer learning-based CNN and LSTM hybrid deep learning model to classify motor imagery EEG signals LSTM Computers in Biology and Medicine...
Tensor networks have been studied for decades across several disciplines, most notably in the context of many-body quantum systems1,2. In quantum computing, tensor networks have been used for the classical simulation of quantum computers3,4,5,6 and as a framework to build new machine learning ...
Nevertheless, CCR only can be inadequate regarding gauging a functionality of the classifier for a static security index data set. And so, the true negative rate (TNR) and true positive rate (TPR) were used to evaluate the classifier performance. Moreover, geometric mean (GM) was additionally...
Metastatic Breast Cancer (MBC) is one of the primary causes of cancer-related deaths in women. Despite several limitations, histopathological information about the malignancy is used for the classification of cancer. The objective of our study is to deve
Internet of Things (IoT) has been given a lot of emphasis since the 90s when it was first proposed as an idea of interconnecting different electronic devic... I Andrea,C Chrysostomou,G Hadjichristofi - IEEE Symposium on Computers & Communication 被引量: 20发表: 2015年 Blockchain Technologies...
In addition, this ever-growing access has resulted in a huge volume of data flow on the Internet. For example, the launch of the Internet of Things (IoT) requires both internet access and a high level of security to ensure privacy and functionality. Therefore, the need for more advanced ...
The method of evaluating the timing characteristics of a design without giving any incentives is known as static timing analysis (STA). STA is quick and thorough, but it does not test the design's functionality. Because electronic equipment is controlled by a clock signal, it is ne...