SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
A strength-biased prediction model for forecasting exchange rates using support vector machines and genetic algorithms
16 references·1 citing·44 second hop
A strength-biased prediction model for forecasting exchange rates using support vector machines and genetic algorithms (2016)A strength-biased prediction model for fo…Forecasting exchange rate using deep belief networks and conjugate gradient method (2015)Forecasting exchange rate usi…The unbeatable random walk in exchange rate forecasting: Reality or myth? (2014)The unbeatable random walk in…Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques (2014)Predicting stock and stock pr…Financial time series forecasting using LPP and SVM optimized by PSO (2012)Financial time series forecas…An Empirical Comparison of Machine Learning Models for Time Series Forecasting (2010)An Empirical Comparison of Ma…Financial time series forecasting using independent component analysis and support vector regression (2009)Financial time series forecas…Exchange rate forecasting using a combined parametric and nonparametric self-organising modelling approach (2009)Exchange rate forecasting usi…Regularized least squares fuzzy support vector regression for financial time series forecasting (2007)Regularized least squares fuz…Empirical exchange rate models of the nineties: Are any fit to survive? (2005)Empirical exchange rate model…Time series forecasting using a hybrid ARIMA and neural network model (2003)Time series forecasting using…Forecasting of currency exchange rates using ANN: a case study (2003)Forecasting of currency excha…A case study on using neural networks to perform technical forecasting of forex (2000)A case study on using neural …Economic Forecast Evaluation: Profits versus the Conventional Error Measures (1991)Economic Forecast Evaluation:…On Technical Analysis (1989)On Technical AnalysisTime Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecas…Book Review: Time Series Analysis: Forecasting and Control (1977)Book Review: Time Series Anal…Adaboost-Based Long Short-Term Memory Ensemble Learning Approach for Financial Time Series Forecasting (2018)Adaboost-Based Long Short-Ter…Judging the Performance of Econometric Models of the U.S. Economy (1975)The Ex Ante Prediction Performance of the St. Louis and FRB-MIT-PENN Econometric Models and Some Results on Composite Predictors (1975)Optimal Aggregation of Money Supply Forecasts: Accuracy, Profitability and Market Efficiency (1983)Predictability of Stock Returns: Robustness and Economic Significance (1995)Tests of Conditional Predictive Ability (2006)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Financial time series forecasting using support vector machines (2003)Forecasting stock market movement direction with support vector machine (2004)Evaluating multiple classifiers for stock price direction prediction (2015)Sentiment analysis on social media for stock movement prediction (2015)CNNpred: CNN-based stock market prediction using a diverse set of variables (2019)Comparing Predictive Accuracy (1994)Forecasting with artificial neural networks: (1998)Computational Intelligence and Financial Markets: A Survey and Future Directions (2016)A deep learning framework for financial time series using stacked autoencoders and long-short term memory (2017)Machine learning techniques and data for stock market forecasting: A literature review (2022)Forecasting methods and applications (1993)A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition (2012)Statistical and Machine Learning forecasting methods: Concerns and ways forward (2018)A review of research into automation in tourism: Launching the Annals of Tourism Research Curated Collection on Artificial Intelligence and Robotics in Tourism (2020)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)On the Impossibility of Informationally Efficient Markets (1980)Time and the Process of Security Price Adjustment (1992)Deutsche Mark–Dollar Volatility: Intraday Activity Patterns, Macroeconomic Announcements, and Longer Run Dependencies (1998)Volume, Volatility, Price, and Profit When All Traders Are Above Average (1998)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)A hybrid ARIMA and support vector machines model in stock price forecasting (2004)A novel hybridization of artificial neural networks and ARIMA models for time series forecasting (2010)Recurrent Neural Networks for Time Series Forecasting: Current status and future directions (2020)Chaos and order in the capital markets (1991)How effective are neural networks at forecasting and prediction? A review and evaluation (1998)A novel nonlinear ensemble forecasting model incorporating GLAR and ANN for foreign exchange rates (2004)Forecasting of foreign exchange rates of Taiwan’s major trading partners by novel nonlinear Grey Bernoulli model NGBM(1,1) (2006)An investigation and comparison of artificial neural network and time series models for Chinese food grain price forecasting (2007)Expectations and Exchange Rate Dynamics (1976)Empirical exchange rate models of the seventies (1983)Exchange Rates and Fundamentals (2004)Multiproduct Firms and Trade Liberalization (2011)Forecasting: theory and practice (2022)Distribution of the Estimators for Autoregressive Time Series With a Unit Root (1979)Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root (1981)Generalized autoregressive conditional heteroskedasticity (1986)Using daily stock returns (1985)Introductory Econometrics for Finance (2008)
this work references cited by second hop

References

  • 1977Book Review: Time Series Analysis: Forecasting and Control19,399 cited
  • 1977Time Series Analysis: Forecasting and Control6,592 cited
  • 2003Time series forecasting using a hybrid ARIMA and neural network model4,583 cited
  • 2014Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques1,174 cited
  • 2010An Empirical Comparison of Machine Learning Models for Time Series Forecasting801 cited
  • 2005Empirical exchange rate models of the nineties: Are any fit to survive?717 cited
  • 2009Financial time series forecasting using independent component analysis and support vector regression538 cited
  • 1989On Technical Analysis499 cited
  • 1991Economic Forecast Evaluation: Profits versus the Conventional Error Measures453 cited
  • 2000A case study on using neural networks to perform technical forecasting of forex399 cited
  • 2015Forecasting exchange rate using deep belief networks and conjugate gradient method234 cited
  • 2003Forecasting of currency exchange rates using ANN: a case study131 cited
  • 2007Regularized least squares fuzzy support vector regression for financial time series forecasting106 cited
  • 2012Financial time series forecasting using LPP and SVM optimized by PSO95 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2014The unbeatable random walk in exchange rate forecasting: Reality or myth?69 cited
  • 2009Exchange rate forecasting using a combined parametric and nonparametric self-organising modelling approach62 cited
  • Cited by

    • 2018Adaboost-Based Long Short-Term Memory Ensemble Learning Approach for Financial Time Series Forecasting31 cited