Zobrazeno 1 - 10
of 29
pro vyhledávání: '"Xiao Lei Xia"'
Autor:
Xiao-Lei Xia, Mingxing Ouyang
Publikováno v:
2022 International Joint Conference on Neural Networks (IJCNN).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::74f698b09836478c6b5167f2c020a4a5
https://doi.org/10.1109/ijcnn55064.2022.9892918
https://doi.org/10.1109/ijcnn55064.2022.9892918
Publikováno v:
PLoS ONE, Vol 8, Iss 12, p e81683 (2013)
One of the most important applications of microarray data is the class prediction of biological samples. For this purpose, statistical tests have often been applied to identify the differentially expressed genes (DEGs), followed by the employment of
Externí odkaz:
https://doaj.org/article/1b80170178ea47899fdbbefa0b548189
Autor:
Xiao-Lei Xia
Publikováno v:
Xia, X-L 2018, ' Training Sparse Least Squares Support Vector Machines by the QR Decomposition ', Neural Networks . https://doi.org/10.1016/j.neunet.2018.07.008
The solution of an LS-SVM has suffered from the problem of non-sparseness. The paper proposed to apply the KMP algorithm, with the number of support vectors as the regularization parameter, to tackle the non-sparseness problem of LS-SVMs. The idea of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f83058b60828d55268e559af328a9336
https://doi.org/10.1016/j.neunet.2018.07.008
https://doi.org/10.1016/j.neunet.2018.07.008
Autor:
Xiao-Lei Xia
Publikováno v:
Biocybernetics and Biomedical Engineering. 37:510-519
Issues surrounding the misuse of illegal drugs in animals destined for food production have be an enormous challenge to regulatory authorities charged with enforcing their control. A method has been proposed recently which compared the bovine blood b
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6ffdd45ad9a6b6ce7b778bbc7123731c
https://doi.org/10.1016/j.bbe.2017.05.009
https://doi.org/10.1016/j.bbe.2017.05.009
Publikováno v:
Sheng li xue bao : [Acta physiologica Sinica]. 69(3)
Transcutaneous electrical nerve stimulation (TENS), as a non-pharmacological and non-invasive analgesic therapy with low-cost, has been widely used to relieve pain in various clinical applications, by delivering current pulses to the skin area to act
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::2d2c9779e941c3405494b1499d694a0e
https://pubmed.ncbi.nlm.nih.gov/28638926
https://pubmed.ncbi.nlm.nih.gov/28638926
Publikováno v:
Studies in health technology and informatics. 235
To identify differentially expressed genes (DEGs) in analysis of microarray data, a majority of existing filter methods rank gene individually. Such a paradigm could overlook the genes with trivial individual discriminant powers but significant power
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::0fc7bcf9272f078e458ba087f7819800
https://pubmed.ncbi.nlm.nih.gov/28423781
https://pubmed.ncbi.nlm.nih.gov/28423781
Autor:
Xiao-Lei Xia, Huanlai Xing
Publikováno v:
Expert Systems with Applications. 40:6019-6032
The identification of significant attributes is of major importance to the performance of a variety of Learning Classifier Systems including the newly-emerged Bioinformatics-oriented Hierarchical Evolutionary Learning (BioHEL) algorithm. However, the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::32bd6690cfdf48bf5455b0a4efd04e18
https://doi.org/10.1016/j.eswa.2013.05.025
https://doi.org/10.1016/j.eswa.2013.05.025
Publikováno v:
Applied Mechanics and Materials. :210-213
t is important for dynamic characteristics of electromagnetic release with oil dashpot to calculate the oil damping force. The formula of the oil damping force is deduced by the theoretical formula of viscous damper or according to the experimental r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::62b0f9a09b3a3cfa48647ebbcef73ea1
https://doi.org/10.4028/www.scientific.net/amm.313-314.210
https://doi.org/10.4028/www.scientific.net/amm.313-314.210
Publikováno v:
Mathematical Problems in Engineering, Vol 2013 (2013)
The Forward Least-Squares Approximation (FLSA) SVM is a newly-emerged Least-Square SVM (LS-SVM) whose solution is extremely sparse. The algorithm uses the number of support vectors as the regularization parameter and ensures the linear independency o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::afb4d317085dff368464c048598cdd78
https://doi.org/10.1155/2013/712437
https://doi.org/10.1155/2013/712437
Publikováno v:
Soft Computing. 15:833-843
This paper proposes a new hierarchical learning structure, namely the holistic triple learning (HTL), for extending the binary support vector machine (SVM) to multi-classification problems. For an N-class problem, a HTL constructs a decision tree up
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1a5d025dea180547e3c686c5219fcf76
https://doi.org/10.1007/s00500-010-0551-9
https://doi.org/10.1007/s00500-010-0551-9