Zobrazeno 1 - 10
of 35
pro vyhledávání: '"Danian Zheng"'
Publikováno v:
Pattern Recognition Letters. 31:1944-1951
This paper provides a sparse learning algorithm for Support Vector Classification (SVC), called Sparse Support Vector Classification (SSVC), which leads to sparse solutions by automatically setting the irrelevant parameters exactly to zero. SSVC adop
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::92873dc91068a6f4219394dd635d593f
https://doi.org/10.1016/j.patrec.2010.06.017
https://doi.org/10.1016/j.patrec.2010.06.017
Publikováno v:
Neural Computation. 21:560-582
Support vector machines (SVM) are state-of-the-art classifiers. Typically L2-norm or L1-norm is adopted as a regularization term in SVMs, while other norm-based SVMs, for example, the L0-norm SVM or even the L∞-norm SVM, are rarely seen in the lite
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::444ebae43f3ea35d81c2c17ba203b164
https://doi.org/10.1162/neco.2008.12-07-667
https://doi.org/10.1162/neco.2008.12-07-667
Publikováno v:
Neurocomputing. 70:3068-3074
Unlike traditional neural networks that require predefined topology of the network, support vector regression (SVR) approach can model the data within the given level of accuracy with only a small subset of the training data, which are called support
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6338ffd7cc978c7fd8dd471bc887f0f7
https://doi.org/10.1016/j.neucom.2007.04.011
https://doi.org/10.1016/j.neucom.2007.04.011
Publikováno v:
Pattern Analysis and Applications. 10:375-381
NNSRM is an implementation of the structural risk minimization (SRM) principle using the nearest neighbor (NN) rule, and linear discriminant analysis (LDA) is a dimension-reducing method, which is usually used in classifications. This paper combines
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9e8d2dda4877fbee467b42910f1d643b
https://doi.org/10.1007/s10044-007-0067-9
https://doi.org/10.1007/s10044-007-0067-9
Publikováno v:
Neurocomputing. 70:420-429
Estimating the non-flat function which comprises both the steep variations and the smooth variations is a hard problem. The results achieved by the common support vector methods like SVR, LPR and LS-SVM are often unsatisfactory, because they cannot a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1f090f4df7747bd9a8a1d20ab745ef1a
https://doi.org/10.1016/j.neucom.2005.12.128
https://doi.org/10.1016/j.neucom.2005.12.128
Publikováno v:
Neurocomputing. 69:1659-1664
The solution of multi-scale support vector regression (MS-SVR) with the quadratic loss function can be obtained by solving a time-consuming quadratic programming (QP) problem and a post-processing. This paper adapts an expectation-maximization (EM) a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5ac87162c8774e9f8887522c72fc5d95
https://doi.org/10.1016/j.neucom.2006.02.002
https://doi.org/10.1016/j.neucom.2006.02.002
Publikováno v:
Pattern Recognition Letters. 26:2431-2438
License plate location is an important stage in vehicle license plate recognition for automated transport system. This paper presents a real time and robust method of license plate location. License plate area contains rich edge and texture informati
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c53e536a21ad1e5f308b0643cba9ccc8
https://doi.org/10.1016/j.patrec.2005.04.014
https://doi.org/10.1016/j.patrec.2005.04.014
Publikováno v:
Control Engineering Practice. 13:279-289
This paper presents a hybrid control approach to circumvent the basic trade-off between performance and robustness from an individual controller. This hybrid control strategy utilizes a robust controller for guaranteed robustness when the plant model
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a0c5d682795ce47cccd0a355aa6e9e2a
https://doi.org/10.1016/j.conengprac.2004.03.009
https://doi.org/10.1016/j.conengprac.2004.03.009
Autor:
Andrew G. Alleyne, Danian Zheng
Publikováno v:
Journal of Manufacturing Science and Engineering. 125:154-163
In this paper the modeling of a typical injection cycle for an injection-molding machine (IMM) is examined. Both the mold filling and mold packing phases of the cycle are examined along with a critical fill-to-pack transition. The novelty in this mod
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3772c18431ab4df3d3eb45e99af9d159
https://doi.org/10.1115/1.1540126
https://doi.org/10.1115/1.1540126
Autor:
Milford A. Hanna, Danian Zheng
Publikováno v:
Bioresource Technology. 57:137-142
Tallow methyl esters were prepared from edible beef tallow using the process of esterification. The presence of mono-, di- and triglycerides and free fatty acids were determined by thin-layer chromatography (TLC). Gas chromatography (GC) was used to
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a6a45216f549a4d12e1bab65da7ea68f
https://doi.org/10.1016/0960-8524(96)00062-4
https://doi.org/10.1016/0960-8524(96)00062-4