金融データ・マイニング/論文

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Time series prediction using support vector machines: a survey
Nicholas I. Sapankevych, Ravi Sankar
IEEE Computational Intelligence Magazine , Volume 4 Issue 2, 2009

Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange
Yakup Kara, Melek Acar Boyacioglu, Ömer Kaan Baykan
Expert Systems with Applications, Vol. 38, Issue 5, pp. 5311–5319, 2011
On Stochastic and Worst-case Models for Investing
Elad Hazan, Satyen Kale
NIPS 2009
Prediction of corporate financial health by Artificial Neural Network
Sumit Chakraborty, Sushil K. Sharma
International Journal of Electronic Finance , Vol. 1, Issue 4, pp. 442-459, 2007
Risk-Sensitive Online Learning
Eyal Even-Dar, Michael Kearns and Jennifer Wortman
ALT 2006, pp. 199-213 (2006)
6-year S&P 500

Enhancing Investment Decision in P2P Lending: An Investor Composition Perspective
Chunyu Luo; Hui Xiong; Wenjun Zhou; Yanhong Guo; Guishi Deng
KDD 2011

Evaluating Sentiment in Financial News Articles
Robert P. Schmaker, Yulei Zhang, Hsinchun Chen
Decision Support Systems, In Press, 2012
"I Loan Because...": Understanding Motivations for Pro-Social Lending
Yang Liu, Roy Chen, Yan Chen, Qiaozhu Mei and Suzy Salib
WSDM 2012
Predicting market movements: from breaking news to emerging social media
Hsinchun Chen
SocInfo 2011, p. 5, 2011
Strategic Human Resource Management Content in the Annual Report of Companies: An Analysis Through Text Mining
Kunal Kamal Kumar, Ashok Kumar
Indore Management Journal, Vol. 2, No. 4, pp. 19-30, 2011
Textual analysis of stock market prediction using breaking financial news: The AZFin text system
Robert P. Schumaker, Hsinchun Chen
ACM Transactions on Information Systems (TOIS), Vol. 27, No. 2, 2009
Good News or Bad News? Let the Market Decide
Moshe Koppel and Itai Shtrimberg
Computing Attitude and Affect in Text: Theory and Applications, 297-301, 2006