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北京大学 [6]
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期刊论文 [10]
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浏览/检索结果:
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Stock Market Trend Prediction Using Recurrent Convolutional Neural Networks
会议论文
NATURAL LANGUAGE PROCESSING AND CHINESE COMPUTING, NLPCC 2018, PT II, 2018-01-01
作者:
Xu, Bo
;
Zhang, Dongyu
;
Zhang, Shaowu
;
Li, Hengchao
;
Lin, Hongfei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2019/12/02
Stock market prediction
Embedding layer
Convolutional neural network
Long short-term memory
Tales of emotion and stock in China: volatility, causality and prediction
期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2018, 卷号: 21, 页码: 1093-1116
作者:
Zhou, Zhenkun
;
Xu, Ke
;
Zhao, Jichang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
Social media
Stock market
Sentiment analysis
Volatility
Stock prediction
A deep learning framework for financial time series using stacked autoencoders and long-short term memory
期刊论文
PLOS ONE, 2017
Bao, Wei
;
Yue, Jun
;
Rao, Yulei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2017/12/03
ARTIFICIAL NEURAL-NETWORKS
STOCK-MARKET
COMPONENT ANALYSIS
CLASSIFICATION
MODEL
INDEX
REPRESENTATION
RECOGNITION
PREDICTION
REGRESSION
Restricted Boltzmann Machine Based Stock Market Trend Prediction
会议论文
2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2017-01-01
作者:
Liang, Qiubin
;
Rong, Wenge
;
Zhang, Jiayi
;
Liu, Jingshuang
;
Xiong, Zhang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Stock Market
Trend Prediction
Restricted Boltzmann Machine
Sentiment-Aware Stock Market Prediction: A Deep Learning Method
会议论文
2017 14TH INTERNATIONAL CONFERENCE ON SERVICES SYSTEMS AND SERVICES MANAGEMENT (ICSSSM), 2017-01-01
作者:
Li, Jiahong
;
Bu, Hui
;
Wu, Junjie
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
investor sentiment
deep learning
stock market prediction
How long the singular value decomposed entropy predicts the stock market? - Evidence from the Dow Jones Industrial Average Index
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 卷号: 453, 页码: 150-161
作者:
Gu, Rongbao
;
Shao, Yanmin
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2018/07/30
Stock market
Prediction
DCCA
Entropy
Empirical analysis: stock market prediction via extreme learning machine
期刊论文
Neural Computing and Applications, 2016, 卷号: 27, 期号: 1, 页码: 67-78
作者:
Li, Xiaodong
;
Xie, Haoran
;
Wang, Ran
;
Cai, Yi*
;
Cao, Jingjing
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/04
Stock market prediction
Trading signal mining platform
Extreme learning machine
Correlating Twitter with the Stock Market Through Non-Gaussian SVAR
其他
2016-01-01
Zhao, Shuai
;
Tong, Yunhai
;
Liu, Xinhai
;
Tan, Shaohua
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2017/12/03
Twitter data
stock market
correlation
prediction
non-Gaussian SVAR
parallel coordinates
INFORMATION-CONTENT
SENTIMENT
RETURNS
MODEL
Identifying Key Drivers of Return Reversal with Dynamical Bayesian Factor Graph
期刊论文
PLOS ONE, 2016
Zhao, Shuai
;
Tong, Yunhai
;
Wang, Zitian
;
Tan, Shaohua
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2017/12/03
BID-ASK SPREAD
STOCK-MARKET
PRICE
OVERREACTION
PREDICTION
LIQUIDITY
NETWORKS
INDEX
AUTOCORRELATIONS
EFFICIENCY
Predicting Return Reversal through a Two-Stage Method
其他
2016-01-01
Zhao, Shuai
;
Tong, Yunhai
;
Meng, Xiangfeng
;
Yang, Xianglin
;
Tan, Shaohua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2017/12/03
return reversal
stock market
prediction
machine learning methods
STOCK RETURNS
MARKET
AUTOCORRELATIONS
LIQUIDITY
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