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A New Approach for Stock Price Analysis and Prediction Based on SSA and SVM 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2019, 卷号: 18, 期号: 1, 页码: 287-310
作者:  Xiao, Jihong;  Zhu, Xuehong;  Huang, Chuangxia;  Yang, Xiaoguang;  Wen, Fenghua;  Zhong, Meirui
收藏  |  浏览/下载：189/0  |  提交时间：2019/03/11
Stock price  singular spectrum analysis  support vector machine  combined model  
An Empirical Feasibility Study of Societal Risk Classification Toward BBS Posts 期刊论文
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2018, 卷号: 27, 期号: 6, 页码: 709-726
作者:  Chen, Jindong;  Zhou, Xiaoji;  Tang, Xijin
收藏  |  浏览/下载：151/0  |  提交时间：2019/01/11
Societal risk classification  Tianya Forum  cross validation  pairwise similarity  individual risk perception  
anempiricalfeasibilitystudyofsocietalriskclassificationtowardbbsposts 期刊论文
journalofsystemsscienceandsystemsengineering, 2018, 卷号: 027, 期号: 006, 页码: 709
作者:  Chen Jindong;  Zhou Xiaoji;  Tang Xijin
收藏  |  浏览/下载：152/0  |  提交时间：2020/01/10
Assessing Potentiality of Support Vector Machine Method in Crude Oil Price Forecasting 期刊论文
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 卷号: 13, 期号: 12, 页码: 7893-7904
作者:  Yu, Lean;  Zhang, Xun;  Wang, Shouyang
收藏  |  浏览/下载：185/0  |  提交时间：2018/07/30
support vector machines  artificial neural networks  ARIMA model  ARFIMA model  Markov-switching ARFIMA model  
Robust Novelty Detection via Worst Case CVaR Minimization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 2098-2110
作者:  Wang, Yongqiao;  Dang, Chuangyin;  Wang, Shouyang
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Conditional value-at-risk (CVaR)  kernel methods  novelty detection  robust programming  single-class support vector machine (SSVM)  
parametricandnonparametriccombinationmodeltoenhanceoverallperformanceondefaultprediction 期刊论文
journalofsystemsscienceandcomplexity, 2014, 卷号: 27, 期号: 5, 页码: 950
作者:  Li Jun;  Pan Liang;  Chen Muzi;  Yang Xiaoguang
收藏  |  浏览/下载：100/0  |  提交时间：2020/01/10
Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 卷号: 38, 期号: 12, 页码: 15392-15399
作者:  Yu, Lean;  Yao, Xiao;  Wang, Shouyang;  Lai, K. K.
收藏  |  浏览/下载：109/0  |  提交时间：2018/07/30
Credit risk evaluation  Weighted LSSVM classifier  Least squares algorithm  Design of experiment  Parameter selection  
A MODIFIED LEAST SQUARES SUPPORT VECTOR MACHINE CLASSIFIER WITH APPLICATION TO CREDIT RISK ANALYSIS 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2009, 卷号: 8, 期号: 4, 页码: 697-710
作者:  Yu, Lean;  Wang, Shouyang;  Cao, Jie
收藏  |  浏览/下载：104/0  |  提交时间：2018/07/30
Least squares support vector machine classifier  regularization parameter  prior knowledge  credit risk analysis  
Evolving Least Squares Support Vector Machines for Stock Market Trend Mining 期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 卷号: 13, 期号: 1, 页码: 87-102
作者:  Yu, Lean;  Chen, Huanhuan;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：99/0  |  提交时间：2018/07/30
Artificial neural networks (ANNs)  evolutionary algorithms (EAs)  feature selection  genetic algorithm (GA)  least squares support vector machine (LSSVM)  mixed kernel  parameter optimization  statistical models  stock market trend mining  
Designing a Hybrid Intelligent Mining System for Credit Risk Evaluation 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2008, 卷号: 21, 期号: 4, 页码: 527-539
作者:  Yu, Lean;  Wang, Shouyang;  Wen, Fenghua;  Lai, Kin Keung;  He, Shaoyi
收藏  |  浏览/下载：91/0  |  提交时间：2018/07/30
Credit risk evaluation  hybrid intelligent system  rough sets  support vector machine