An Agile Mortality Prediction Model: Hybrid Logarithm Least-Squares Support Vector Regression with Cautious Random Particle Swarm Optimization
作者： Chien-Lung Chan , Chia-Li Chen , Hsien-Wei Ting , Dinh-Van Phan
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sci-hub.st 参考文章(23)
Yong-ling Zheng, Long-hua Ma, Li-yan Zhang, Ji-xin Qian, Empirical study of particle swarm optimizer with an increasing inertia weight congress on evolutionary computation. ,vol. 1, pp. 221- 226 ,(2003) , 10.1109/CEC.2003.1299578
J.A.K. Suykens, J. Vandewalle, Least Squares Support Vector Machine Classifiers Neural Processing Letters. ,vol. 9, pp. 293- 300 ,(1999) , 10.1023/A:1018628609742
Y. Shi, R.C. Eberhart, Empirical study of particle swarm optimization congress on evolutionary computation. ,vol. 3, pp. 101- 106 ,(1999) , 10.1109/CEC.1999.785511
Chien-Lung Chan, Hsien-Wei Ting, Constructing a novel mortality prediction model with Bayes theorem and genetic algorithm Expert Systems With Applications. ,vol. 38, pp. 7924- 7928 ,(2011) , 10.1016/J.ESWA.2010.10.094
Yanjie Zhu, Yongqiang Tan, Yanqing Hua, Mingpeng Wang, Guozhen Zhang, Jianguo Zhang, Feature Selection and Performance Evaluation of Support Vector Machine (SVM)-Based Classifier for Differentiating Benign and Malignant Pulmonary Nodules by Computed Tomography Journal of Digital Imaging. ,vol. 23, pp. 51- 65 ,(2010) , 10.1007/S10278-009-9185-9
Usman Roshan, Satish Chikkagoudar, Zhi Wei, Kai Wang, Hakon Hakonarson, Ranking causal variants and associated regions in genome-wide association studies by the support vector machine and random forest Nucleic Acids Research. ,vol. 39, ,(2011) , 10.1093/NAR/GKR064
DAVID J. CULLEN, JOSEPH M. CIVETTA, BURTON A. BRIGGS, LINDA C. FERRARA, Therapeutic intervention scoring system: a method for quantitative comparison of patient care. Critical Care Medicine. ,vol. 2, pp. 57- 60 ,(1974) , 10.1097/00003246-197403000-00001
A. Chatterjee, P. Siarry, Nonlinear inertia weight variation for dynamic adaptation in particle swarm optimization Computers & Operations Research. ,vol. 33, pp. 859- 871 ,(2006) , 10.1016/J.COR.2004.08.012
B. Jennett, G. Teasdale, R. Braakman, J. Minderhoud, J. Heiden, T. Kurze, Prognosis of Patients with Severe Head Injury Neurosurgery. ,vol. 4, pp. 283- 289 ,(1979) , 10.1227/00006123-197904000-00001
William A. Knaus, APACHE 1978-2001: The Development of a Quality Assurance System Based on Prognosis Archives of Surgery. ,vol. 137, pp. 37- 41 ,(2002) , 10.1001/ARCHSURG.137.1.37