Boosting Financial Trend Prediction with Twitter Mood Based on Selective Hidden Markov Models
暂无分享,去创建一个
Kai Huang | Shuigeng Zhou | Jihong Guan | Yifu Huang | J. Guan | Shuigeng Zhou | Kai Huang | Yifu Huang
[1] Lei Zhang,et al. Sentiment Analysis and Opinion Mining , 2017, Encyclopedia of Machine Learning and Data Mining.
[2] L. Baum,et al. A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains , 1970 .
[3] Efraim Turban,et al. Neural Networks in Finance and Investing: Using Artificial Intelligence to Improve Real-World Performance , 1992 .
[4] Jure Leskovec,et al. Patterns of temporal variation in online media , 2011, WSDM '11.
[5] Lillian Lee,et al. Opinion Mining and Sentiment Analysis , 2008, Found. Trends Inf. Retr..
[6] Isabell M. Welpe,et al. Tweets and Trades: The Information Content of Stock Microblogs , 2010 .
[7] Rui Wang,et al. Towards social user profiling: unified and discriminative influence model for inferring home locations , 2012, KDD.
[8] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[9] Philip S. Yu,et al. Detecting Leaders from Correlated Time Series , 2010, DASFAA.
[10] Andrew McCallum,et al. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.
[11] Patrik Idvall,et al. Algorithmic Trading : Hidden Markov Models on Foreign Exchange Data , 2008 .
[12] Ellen Riloff,et al. Learning Extraction Patterns for Subjective Expressions , 2003, EMNLP.
[13] Eric Gilbert,et al. Widespread Worry and the Stock Market , 2010, ICWSM.
[14] C. K. Chow,et al. On optimum recognition error and reject tradeoff , 1970, IEEE Trans. Inf. Theory.
[15] Johan Bollen,et al. Twitter mood predicts the stock market , 2010, J. Comput. Sci..
[16] Yingjian Zhang,et al. PREDICTION OF FINANCIAL TIME SERIES WITH HIDDEN MARKOV MODELS , 2004 .
[17] Bing Liu,et al. Mining and summarizing customer reviews , 2004, KDD.
[18] Claire Cardie,et al. OpinionFinder: A System for Subjectivity Analysis , 2005, HLT.
[19] John R. Nofsinger. Social Mood and Financial Economics , 2005 .
[20] Sanjay Ghemawat,et al. MapReduce: Simplified Data Processing on Large Clusters , 2004, OSDI.
[21] Lawrence R. Rabiner,et al. A tutorial on hidden Markov models and selected applications in speech recognition , 1989, Proc. IEEE.
[22] Bing Liu,et al. Sentiment Analysis and Subjectivity , 2010, Handbook of Natural Language Processing.
[23] Xue-Qi Cheng,et al. Trading Network Predicts Stock Price , 2014, Scientific Reports.
[24] Jinglu Hu,et al. An SVM-based approach for stock market trend prediction , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[25] Isabell M. Welpe,et al. Tweets and Trades: The Information Content of Stock Microblogs , 2010 .
[26] Christian S. Jensen,et al. Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models , 2013, Proc. VLDB Endow..
[27] C. Granger. Investigating Causal Relations by Econometric Models and Cross-Spectral Methods , 1969 .
[28] Ran El-Yaniv,et al. Selective Prediction of Financial Trends with Hidden Markov Models , 2011, NIPS.
[29] George A. Miller,et al. WordNet: A Lexical Database for English , 1995, HLT.
[30] Hsinchun Chen,et al. A Discrete Stock Price Prediction Engine Based on Financial News , 2010, Computer.
[31] Chao Wang,et al. Improving Stock Market Prediction by Integrating Both Market News and Stock Prices , 2011, DEXA.
[32] Xiaotie Deng,et al. Exploiting Topic based Twitter Sentiment for Stock Prediction , 2013, ACL.
[33] Ran El-Yaniv,et al. On the Foundations of Noise-free Selective Classification , 2010, J. Mach. Learn. Res..