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科研机构
数学与系统科学研究... [18]
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期刊论文 [18]
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2022 [1]
2021 [2]
2020 [1]
2019 [6]
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专题:数学与系统科学研究院
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A new PM2.5 concentration forecasting system based on AdaBoost-ensemble system with deep learning approach
期刊论文
JOURNAL OF FORECASTING, 2022, 页码: 22
作者:
Li, Zhongfei
;
Gan, Kai
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/02/07
AdaBoost-ensemble
deep learning
hybrid data preprocessing-analysis strategy
LSTM
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets
期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
作者:
Li,Yuze
;
Jiang,Shangrong
;
Wei,Yunjie
;
Wang,Shouyang
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/10/26
Portfolio optimization
Bitcoin
Deep learning
Reinforcement learning
Variational mode decomposition
Limiting global warming to below 1.5 degrees C from 2 degrees C: An energy-system-based multi-model analysis for China
期刊论文
ENERGY ECONOMICS, 2021, 卷号: 100, 页码: 11
作者:
Zheng, Jiali
;
Duan, Hongbo
;
Zhou, Sheng
;
Wang, Shouyang
;
Gao, Ji
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/04/02
Integrated assessment model
Multi-model comparisons
Paris agreement pledges
Energy restructuring
Mitigation
China
A new ensemble deep learning approach for exchange rates forecasting and trading
期刊论文
ADVANCED ENGINEERING INFORMATICS, 2020, 卷号: 46, 页码: 10
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/04/26
Ensemble learning
Forecasting
Trading
Deep learning
LSTM
A hybrid VMD-BiGRU model for rubber futures time series forecasting
期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 84, 页码: 13
作者:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Wu, Yiqiong
;
Wang, Lin
收藏
  |  
浏览/下载:69/0
  |  
提交时间:2020/01/10
BiGRU
Rubber futures
Time series
VMD
Volatility prediction
The impacts of uncertainties on the carbon mitigation design: Perspective from abatement cost and emission rate
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 232, 页码: 213-223
作者:
Guo, Jian-Xin
;
Tan, Xianchun
;
Gu, Baihe
;
Qu, Xinglong
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2020/01/10
Climate change mitigation
Abatement strategy
Abatement uncertainty
Stochastic dynamic programming
Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 卷号: 18, 期号: 6, 页码: 3078-3092
作者:
Zhang, Xiaozhou
;
Chang, Tsung-Hui
;
Liu, Ya-Feng
;
Shen, Chao
;
Zhu, Gang
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2020/01/10
Full-duplex
OFDMA
max-min fairness
user pairing
two-time-scale optimization
Application of interpretable machine learning models for the intelligent decision
期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 273-283
作者:
Li, Yawen
;
Yang, Liu
;
Yang, Bohan
;
Wang, Ning
;
Wu, Tian
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  |  
浏览/下载:61/0
  |  
提交时间:2019/03/05
Machine learning
XGBoost
R&D investments
Firm size
Innovation performance
A proportional odds model of human mobility and migration patterns
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 1, 页码: 81-98
作者:
Ma, Ting
;
Zhu, Rong
;
Wang, Jianghao
;
Zhao, Na
;
Pei, Tao
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2019/03/05
Human mobility and migration
the proportion odds
migration probability
probability-based modelling
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
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2019/03/11
Stock price
singular spectrum analysis
support vector machine
combined model
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