The peer-reviewed literature search identified 1674 articles and 13 articles were finally included in the review. The collaboration and coordination of different sectors and stakeholders allowed to focus resources, and share knowledge and perspectives. To support coordination and collaboration among the sta...
So, the proposed method could better describe the distribution information of all training samples compared with the existing RMTL and DMTSVM. Based on Hierarchical Bayes theory, MTTHSVM divides the center of each hypersphere into task-specific and task-common parts to better measure the ...
Comprehensive review on twin support vector machines 2024, Annals of Operations Research View all citing articles on Scopus Jalal A. Nasirireceived BS degree in Computer Engineering from IAUM, in 2006 and received the M.S degree in Computer Engineering at Ferdowsi University of Mashhad, Iran, in ...
This study puts forward a new method and idea for the quantitative examination on lip diagnosis of TCM, as well as provides a template for objective diagnosis in TCM.View this article's peer review reports Similar content being viewed by others Comparative analysis of machine learning algorithms ...
the jackknife cross-validation is deemed as the most objective one that always yield a unique result and hence has been widely used to test the quality of various predictors. However, to save computational time, the five-fold cross-validation (during training the model) and independent test (du...
Peer Review reports Background Lip diagnosis is one of the important methods in the clinical diagnosis of TCM. It is an approach to make disease diagnosis through observing the changes of lip complexion and understand the physiological functions and pathological changes of the body. The traditional ...
In Table 12, review papers in this task are summarized due to the data mining algorithm and disease. Show abstract Analysis of diabetic patients through their examination history 2013, Expert Systems with Applications Citation Excerpt : This work showed that the decision tree model (C5.0 (Pang-...
MFO is applied in various fields, including training multi-layer perceptrons [76], optimal reactive power dispatch [77], terrorism prediction [78], optical network unit placement [79], optimal sizing of an isolated micro-grid [80], and dynamic performance enhancement for wind energy conversion ...
and C.L.; writing—review and editing, Q.L. and Q.G.; supervision, Q.G.; project administration, Q.L. and C.L.; funding acquisition, C.L. and Q.G. All authors have read and agreed to the published version of the manuscript. Funding This work was supported by the Major Program...
Part 1: Codebook Training An image in a training set is divided into 𝑛𝑏×𝑛𝑏nb×nb nonoverlapped blocks. Each block has 𝑛𝑝×𝑛𝑝np×np pixels and is considered as an 𝑛2𝑝np2-dimensional codeword. By processing a reasonable-sized image training set, a well-trained co...