Zobrazeno 1 - 10
of 24
pro vyhledávání: '"Guang Ming Xian"'
Publikováno v:
Advanced Materials Research. :757-761
This work aims at developing an accurate measurement of characterization flow field of polymer melts by small-angle light scattering (SALS). In this article we propose a new method, based on radial basis function neural network (RBFNN) for predicting
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::19101514486d00c66315c315819df682
https://doi.org/10.4028/www.scientific.net/amr.602-604.757
https://doi.org/10.4028/www.scientific.net/amr.602-604.757
Publikováno v:
Advanced Materials Research. :716-721
A special optical approach for the study of polymer melts in a slit die is presented in this article. A light scattering imaging system, which is the most suitable for digital evaluation of flow field of polymer melts, is put forward. Bright image of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3923206d64937a2ffc2ac19d1f49a6f7
https://doi.org/10.4028/www.scientific.net/amr.602-604.716
https://doi.org/10.4028/www.scientific.net/amr.602-604.716
Autor:
Guang-ming Xian
Publikováno v:
Expert Systems with Applications. 37:6742-6747
This paper presents a combined discrete wavelet transform (DWT) and support vector machine (SVM) technique for mechanical failure classification of spherical roller bearing application in high performance hydraulic injection molding machine. The prop
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::608444295e9210a347b567117b1d4702
https://doi.org/10.1016/j.eswa.2010.02.062
https://doi.org/10.1016/j.eswa.2010.02.062
Autor:
Bi-Qing Zeng, Guang-ming Xian
Publikováno v:
Expert Systems with Applications. 36:12131-12136
In this paper, a new intelligent method for the fault diagnosis of the rotating machinery is proposed based on wavelet packet analysis (WPA) and hybrid support machine (hybrid SVM). In fault diagnosis for mechanical systems, information about stabili
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6ccb09d1b205f30d2f4211784a4e2e5a
https://doi.org/10.1016/j.eswa.2009.03.063
https://doi.org/10.1016/j.eswa.2009.03.063
Autor:
Bi-Qing Zeng, Guang-Ming Xian
Publikováno v:
International Journal of Computational Intelligence and Applications. :345-353
A new pattern recognition method based on wavelet packet transform (WPT) and directed acyclic graph support vector machine (DAGSVM) is put forward for fault diagnosis of roller bearing. The fault pattern recognition model setup has two phases. The fi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::46c0569220e64198ccd00c726833220a
https://doi.org/10.1142/s1469026809002631
https://doi.org/10.1142/s1469026809002631
Publikováno v:
Polymer Bulletin. 62:345-354
The phenomenon of small angle light scattering (SALS) has been applied to the actual extrusion molding process. The current study utilizes a self-designed mold with built-in windows for observation of polymer melts within a slit die. A high-speed cha
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::548b89336dc4c68b8545cc152621c8b8
https://doi.org/10.1007/s00289-008-0027-6
https://doi.org/10.1007/s00289-008-0027-6
Autor:
Guang-ming Xian, Bi-qing Zeng
Publikováno v:
Proceedings of 2012 National Conference on Information Technology and Computer Science.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::965ab4840fe8ee3cd24a5f2598efd504
https://doi.org/10.2991/citcs.2012.52
https://doi.org/10.2991/citcs.2012.52
Autor:
Guang-ming Xian
Publikováno v:
Journal of Proteomics & Bioinformatics.
For accurate prediction of transmembrane β strands in bacterial porins, we proposed a wavelet support vector machine (WSVM) algorithm to predict the transmembrane β strands in bacterial porins based on the application of WSVM algorithm. The method
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0e924b7e511080e9c71031788c850493
https://doi.org/10.4172/jpb.1000225
https://doi.org/10.4172/jpb.1000225
Autor:
Guang-ming Xian, Bi-qing Zeng
Publikováno v:
MUE
Recently support vector machine (SVM) has become a more and more popular classification tool. We presented our two-phase, efficient, and fair evaluation method for DRMs (digital right management system) basing on SVM. Influence of three difference me
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7e4d500a60a827bd7397970846816a12
https://doi.org/10.1109/mue.2008.111
https://doi.org/10.1109/mue.2008.111
Autor:
Guang-ming Xian, Bi-qing Zeng
Publikováno v:
MUE
Rough set theory (RST) is a new effective tool in dealing with vagueness and uncertainty information from a large number of data. Fuzzy support vector machine (FSVM) has become the focus of research in machine learning. And it greatly improves the ca
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::14abaabea5482fbaac5b91a3943166b1
https://doi.org/10.1109/mue.2008.68
https://doi.org/10.1109/mue.2008.68