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A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie;  Zhang, Guowei
Favorite  |  View/Download:1/0  |  Submit date:2020/06/30
Forecasting  Exchange rates  Predictive models  Self-organizing feature maps  Clustering algorithms  exchange rates forecasting  kernel-based extreme learning machine (KELM)  nonlinear ensemble  
A decomposition-ensemble approach for tourism forecasting 期刊论文
ANNALS OF TOURISM RESEARCH, 2020, 卷号: 81, 页码: 16
Authors:  Xie, Gang;  Qian, Yatong;  Wang, Shouyang
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Tourism demand  Complete ensemble empirical mode decomposition with adaptive noise  Data characteristic analysis  Time series forecasting  
Forecasting container throughput based on wavelet transforms within a decomposition-ensemble methodology: a case study of China 期刊论文
MARITIME POLICY & MANAGEMENT, 2019, 卷号: 46, 期号: 2, 页码: 178-200
Authors:  Xie, Gang;  Qian, Yatong;  Yang, Hewei
Favorite  |  View/Download:16/0  |  Submit date:2019/03/05
Container throughput  wavelet transform  data characteristic analysis  time series forecasting  decomposition-ensemble methodology  
Revealing transcription factor and histone modification co-localization and dynamics across cell lines by integrating ChIP-seq and RNA-seq data 期刊论文
BMC GENOMICS, 2018, 卷号: 19, 页码: 16
Authors:  Zhang, Lirong;  Xue, Gaogao;  Liu, Junjie;  Li, Qianzhong;  Wang, Yong
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Transcription factor  Histone modification  Co-localization  Dynamics  
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
Authors:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
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Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
Stable prediction in high-dimensional linear models 期刊论文
STATISTICS AND COMPUTING, 2017, 卷号: 27, 期号: 5, 页码: 1401-1412
Authors:  Lin, Bingqing;  Wang, Qihua;  Zhang, Jun;  Pang, Zhen
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Model averaging  Variable selection  Penalized regression  Screening  
Estimating Phred scores of Illumina base calls by logistic regression and sparse modeling 期刊论文
BMC BIOINFORMATICS, 2017, 卷号: 18, 页码: 14
Authors:  Zhang, Sheng;  Wang, Bo;  Wan, Lin;  Li, Lei M.
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Base-calling  Logistic regression  Quality score  L-1 regularization  AIC  BIC  Empirical discrimination power  
Application of decomposition-ensemble learning paradigm with phase space reconstruction for day-ahead PM2.5 concentration forecasting 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 卷号: 196, 页码: 110-118
Authors:  Niu, Mingfei;  Gan, Kai;  Sun, Shaolong;  Li, Fengying
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PM2.5 concentration forecasting  Decomposition-ensemble learning paradigm  EEMD  PSR  LSSVM  
Improve efficiency and reduce bias of Cox regression models for two-stage randomization designs using auxiliary covariates 期刊论文
STATISTICS IN MEDICINE, 2017, 卷号: 36, 期号: 11, 页码: 1683-1695
Authors:  Yang, Xue;  Zhou, Yong
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two-stage randomization design  inverse probability weighting  Cox regression  covariate adjustment  semiparametric theory  projection theorem  
Joint optimization of condition-based maintenance and production lot-sizing 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 卷号: 253, 期号: 1, 页码: 94-107
Authors:  Peng, Hao;  van Houtum, Geert-Jan
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-Condition-based maintenance  Economic manufacturing quantity