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Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks 期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
作者:  Li, Dan;  Li, Yijun;  Wang, Chaoqun;  Chen, Min;  Wu, Qi
收藏  |  浏览/下载：118/0  |  提交时间：2023/02/07
Carbon price forecast  Granger forecast  Real-time decomposition  Neural Granger causality  Causal temporal convolutional network  
Multi-objective approaches to portfolio optimization with market impact costs 期刊论文
MEMETIC COMPUTING, 2022, 页码: 11
作者:  Wang, Hongze;  Li, Xuerong;  Hong, Wenjing;  Tang, Ke
收藏  |  浏览/下载：62/0  |  提交时间：2023/02/07
Portfolio optimization  Market impact cost  Multi-objective optimization  Evolutionary computation  Memetic algorithm  
Data-Driven Deep Learning for The Multi-Hump Solitons and Parameters Discovery in NLS Equations with Generalized PT-Scarf-II Potentials 期刊论文
NEURAL PROCESSING LETTERS, 2022, 页码: 19
作者:  Zhong, Ming;  Zhang, Jian-Guo;  Zhou, Zijian;  Tian, Shou-Fu;  Yan, Zhenya
收藏  |  浏览/下载：55/0  |  提交时间：2023/02/07
Focusing and defocusing nonlinear Schrodinger equations  Generalized PT-Scarf-II potential  Physics-informed deep neural networks  Data-driven solitons and parameters discovery  
Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 16
作者:  Shi, Xiaohan;  Li, Yunguang;  Yuan, Qiuyue;  Tang, Shijie;  Guo, Shiwei;  Zhang, Yehan;  He, Juan;  Zhang, Xiaoyu;  Han, Ming;  Liu, Zhuang;  Zhu, Yiqin;  Gao, Suizhi;  Wang, Huan;  Xu, Xiongfei;  Zheng, Kailian;  Jing, Wei;  Chen, Luonan;  Wang, Yong;  Jin, Gang;  Gao, Dong
收藏  |  浏览/下载：128/0  |  提交时间：2022/06/21
Multi-step metal prices forecasting based on a data preprocessing method and an optimized extreme learning machine by marine predators algorithm 期刊论文
RESOURCES POLICY, 2021, 卷号: 74, 页码: 10
作者:  Du, Pei;  Guo, Ju'e;  Sun, Shaolong;  Wang, Shouyang;  Wu, Jing
收藏  |  浏览/下载：146/0  |  提交时间：2022/04/02
Metal prices forecasting  Data processing method  Optimized extreme learning machine  Hybrid forecasting model  
Air pollution forecasting with multivariate interval decomposition ensemble approach 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 12, 页码: 14
作者:  Dong, Yawei;  Zhang, Chengyuan;  Niu, Mingfei;  Wang, Shouyang;  Sun, Shaolong
收藏  |  浏览/下载：113/0  |  提交时间：2022/04/02
Daily PM 10 concentration forecast  Air quality  Interval forecasting  Noise-assisted multivariate empirical mode  decomposition  Maximum mutual information  
MIMIC: an optimization method to identify cell type-specific marker panel for cell sorting 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 6, 页码: 14
作者:  Zou, Meng;  Duren, Zhana;  Yuan, Qiuyue;  Li, Henry;  Hutchins, Andrew Paul;  Wong, Wing Hung;  Wang, Yong
收藏  |  浏览/下载：142/0  |  提交时间：2022/04/02
cell type-specific marker  TFs  surface markers  dimension reduction  hierarchical topology  
MUREN: a robust and multi-reference approach of RNA-seq transcript normalization 期刊论文
BMC Bioinformatics, 2021, 卷号: 22, 期号: 1
作者:  Feng,Yance;  Li,Lei M.
收藏  |  浏览/下载：128/0  |  提交时间：2021/10/26
RNA-seq  Normalization  Asymmetrically regulated transcription profiles (ART)  Skewness  Mode  Multi-reference  
A novel two-stage approach for cryptocurrency analysis 期刊论文
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2020, 卷号: 72, 页码: 13
作者:  Yang, Boyu;  Sun, Yuying;  Wang, Shouyang
收藏  |  浏览/下载：123/0  |  提交时间：2021/04/26
Bitcoin  Cryptocurrency  Noise-assisted multivariate empirical mode  decomposition  Two-stage decomposition and composition  
A multi-granularity heterogeneous combination approach to crude oil price forecasting 期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:  Wang, Jue;  Zhou, Hao;  Hong, Tao;  Li, Xiang;  Wang, Shouyang
收藏  |  浏览/下载：141/0  |  提交时间：2021/01/14
Crude oil Price  Forecast combination  Feature selection  Multi-granularity  Artificial bee colony