The Use of Domain Knowledge in Feature Construction for Financial Time Series Prediction

[1]  Mark A. Hall,et al.  Correlation-based Feature Selection for Machine Learning , 2003 .

[2]  Gianluca Bontempi,et al.  Local learning techniques for modeling, prediction and control , 2000 .

[3]  J. Murphy.  Technical Analysis of the Financial Markets , 1999 .

[4]  Richard J. Povinelli,et al.  Time series data mining: identifying temporal patterns for characterization and prediction of time series events , 1999 .

[5]  Ah Chung Tsoi,et al.  Noisy Time Series Prediction using Symbolic Representation and Recurrent Neural Network Grammatical Inference , 1998 .

[6]  Daniel Kustrin,et al.  Forecasting Financial Time Series with Correlation Matrix Memories for Tactical Asset Allocation , 1998 .

[7]  Se June Hong,et al.  Use of Contextaul Information for Feature Ranking and Discretization , 1997, IEEE Trans. Knowl. Data Eng..

[8]  Sholom M. Weiss,et al.  Predictive data mining - a practical guide , 1997 .

[9]  J. Simonoff.  Multivariate Density Estimation , 1996 .

[10]  G. U. Yule,et al.  The Foundations of Econometric Analysis: On a Method of Investigating Periodicities in Disturbed Series, with Special Reference to Wolfer's Sunspot Numbers ( Philosophical Transactions of the Royal Society of London , A, vol. 226, 1927, pp. 267–73) , 1995 .

[11]  Thomas R. DeMark.  The New Science of Technical Analysis , 1994 .

[12]  A. Refenes.  Neural Networks in the Capital Markets , 1994 .

[13]  Simon Kasif,et al.  A System for Induction of Oblique Decision Trees , 1994, J. Artif. Intell. Res..

[14]  Andreas S. Weigend,et al.  Time Series Prediction: Forecasting the Future and Understanding the Past , 1994 .

[15]  James M. Hutchinson,et al.  A radial basis function approach to financial time series analysis , 1993 .

[16]  Heekuck Oh,et al.  Neural Networks for Pattern Recognition , 1993, Adv. Comput..

[17]  A. Herbst.  Analyzing and Forecasting Futures Prices: A Guide for Hedgers, Speculators, and Traders , 1992 .

[18]  D. Rumelhart,et al.  Predicting sunspots and exchange rates with connectionist networks , 1991 .

[19]  Robert Cedergren,et al.  Guided tour , 1990, Nature.

[20]  J. Murphy.  Technical Analysis of the Futures Markets: A Comprehensive Guide to Trading Methods and Applications , 1986 .

[21]  John R. Anderson,et al.  MACHINE LEARNING An Artificial Intelligence Approach , 2009 .

[22]  Ryszard S. Michalski,et al.  A Theory and Methodology of Inductive Learning , 1983, Artif. Intell..

[23]  F. Takens.  Detecting strange attractors in turbulence , 1981 .

[24]  P. Young,et al.  Time series analysis, forecasting and control , 1972, IEEE Transactions on Automatic Control.

[25]  E. Fama.  EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* , 1970 .

[26]  Richard Bellman,et al.  Adaptive Control Processes: A Guided Tour , 1961, The Mathematical Gazette.