Concepedia

Mixture of MLP-experts for trend forecasting of time series: A case study of the Tehran stock exchange

Reza Ebrahimpour, Hossein Nikoo, Saeed Masoudnia, Mohammad Reza Yousefi, Mohammad Sajjad Ghaemi

International Journal of Forecasting · 2010 · 75 citations · 25 references

Concepts

ComputingData ScienceForecastingMachine LearningTime Series AnalysisEnsemble ForecastingFinancial ForecastingForecasting MethodsTime Series ForecastingTime Series ModelingTime Series PredictionFinancial Time Series ForecastingMachine Learning-based ForecastingNeural ForecastingNeural Time Series ForecastingTrend Forecasting

References

25

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

ANFIS: adaptive-network-based fuzzy inference system

Jyh‐Shing Roger Jang · IEEE Transactions on Systems Man and Cybernetics · 1993 · 16.2K citations

Computing, Computer Science, Systems Engineering +17

Stacked generalization

David H. Wolpert · Neural Networks · 1992 · 7.5K citations

Adaptive Mixtures of Local Experts

Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan et al. · Neural Computation · 1991 · 5K citations

Computing, Computer Science, Artificial Intelligence +14

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +11