articleTop 1% cited
Support vector regression with chaos-based firefly algorithm for stock market price forecasting
Applied Soft Computing · 2012 · Vol. 13(2) · pp. 947–958
Ahmad Kazem(Tafresh University)Ebrahim Sharifi Tashnizi(Tafresh University)Farookh Khadeer Hussain✉(University of Technology Sydney)Morteza Saberi(Islamic Azad University of Tafresh)Omar Khadeer Hussain(Curtin University)
Stock Market Forecasting MethodsComplex Systems and Time Series AnalysisEnergy Load and Power ForecastingFirefly algorithmComputer scienceSupport vector machineHyperparameterAlgorithmStock marketAutoregressive integrated moving averageChaoticArtificial neural networkGenetic algorithm
Citations
459
FWCI
30.27
field-weighted impact
References
50
Percentile
100%
vs. same field & year
Citations per year
Cited by
Financial time series forecasting model based on CEEMDAN and LSTM
Physica A Statistical Mechanics and its Applications · 2018 · 673 citations
Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies
Expert Systems with Applications · 2017 · 807 citations
References
Nature-Inspired Metaheuristic Algorithms
Medical Entomology and Zoology · 2008 · 4,525 citations
Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
Econometrica · 1982 · 20,395 citations
Generalized autoregressive conditional heteroskedasticity
Journal of Econometrics · 1986 · 22,015 citations
Financial time series forecasting using support vector machines
Neurocomputing · 2003 · 1,691 citations
Determining embedding dimension for phase-space reconstruction using a geometrical construction
Physical Review A · 1992 · 3,709 citations
<i>Analysis of Observed Chaotic Data</i>
Physics Today · 1996 · 1,845 citations
Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index
Expert Systems with Applications · 2000 · 758 citations
Evaluation of simple performance measures for tuning SVM hyperparameters
Neurocomputing · 2003 · 637 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
