Financial Time Series Predictions

Financial forecasting based on the analysis of time series data using neural networks.

Articles & Tech Transfers

Projective ART with buffers for the high dimensional space clustering and an application to discover stock associations
Abstract Unlike to traditional hierarchical and partitional clustering algorithms which always fail to deal with very large databases, a neural network architecture, projective adaptive resonance theory (PART), is developed for the ...

Predicting the exchange traded fund DIA with a combination
Abstract We evaluate the performance of a heterogeneous mixture of neural network algorithms for predicting the exchange-traded fund DIA. A genetic algorithm is utilized to find the best mixture of neural networks, the topology of ...