arXiv (Cornell University) · 2014 · 119 citations · 13 references
ComputingData ScienceFinanceForecastingMachine LearningPredictive AnalyticsFinancial ForecastingForecasting MethodsPredictive ModelingStock MarketsTime Series ForecastingTime Series PredictionFinancial Instrument ValuationFinancial Time Series ForecastingMachine Learning Forecasting ModelsMachine Learning-based ForecastingMachine Learning-based Price ForecastingMachine ModelStatistical Learning TheoryStock Return Forecasting
Stock market prediction is the act of trying to determine the future value of a company stock or other financial instrument traded on a financial exchange.
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Least Squares Support Vector Machine Classifiers
Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.4K citations · Full text
The Nature of Statistical Learning
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Stock market prediction using Hidden Markov Models
Aditya Kumar Gupta, Bhuwan Dhingra · 2012 · 158 citations
Business, Finance, Forecasting +13
Financial time series forecasting using LPP and SVM optimized by PSO
Quan Liu · Soft Computing · 2012 · 95 citations