- Aguilar-Rivera, R. ; Valenzuela-Rendón, M. ; RodrÃguez-Ortiz, J.J. Genetic algorithms and Darwinian approaches in financial applications: a survey. 2015 Expert Systems with Applications. 42 7684-7697
Paper not yet in RePEc: Add citation now
- Basak, D. ; Pal, S. ; Patranabis, D.C. Support vector regression. 2007 Neural Information Processing-Letters and Reviews. 11 203-224
Paper not yet in RePEc: Add citation now
- Bernstein, F. ; Li, Y. ; Shang, K. A simple heuristic for joint inventory and pricing models with lead time and backorders. 2015 Management Science.. -
Paper not yet in RePEc: Add citation now
- Bolaji, A.L.A. ; Al-Betar, M.A. ; Awadallah, M.A. ; Khader, A.T. ; Abualigah, L.M. A comprehensive review: Krill Herd algorithm (KH) and its applications. 2016 Applied Soft Computing. 49 437-446
Paper not yet in RePEc: Add citation now
Chan, K.S. ; Tong, H. On estimating thresholds in autoregressive models. 1986 Journal of Time Series Analysis. 7 178-190
- Chang, T.J. ; Meade, N. ; Beasley, J.E. ; Sharaiha, Y.M. Heuristics for cardinality constrained portfolio optimization. 2000 Computers and Operations Research. 27 1271-1302
Paper not yet in RePEc: Add citation now
- Cherkassky, V., & Ma, Y. (2004). Practical selection of SVM parameters and noise estimation for SVM regression, Neural Networks, 17 (1), pp. 113–126.
Paper not yet in RePEc: Add citation now
Clark, T.E. ; McCracken, M.W. Averaging forecasts from VARs with uncertain instabilities. 2010 Journal of Applied Econometrics. 25 5-29
- Cleveland, W.S. ; Devlin, S.J. Locally weighted regression: an approach to regression analysis by ocal fitting. 1988 Journal of the American Statistical Association. 83 596-610
Paper not yet in RePEc: Add citation now
- Diebold, F.X. ; Mariano, R.S. Comparing predictive ability. 1995 Journal of Business & Economic Statistics. 13 253-263
Paper not yet in RePEc: Add citation now
- Dolvin, D. S&P ETFs: arbitrage opportunities and market forecasting. 2010 The Journal of Index Investing. 1 107-116
Paper not yet in RePEc: Add citation now
- Dunis, C.L. ; Laws, J. ; Sermpinis, G. Higher order and recurrent neural architectures for trading the EUR/USD exchange rate. 2011 Quantitative Finance. 11 615-629
Paper not yet in RePEc: Add citation now
- Dunis, C.L. ; Nathani, A. Quantitative trading of gold and silver using non-linear models. 2007 Neural Network World. 16 93-111
Paper not yet in RePEc: Add citation now
- Elman, J.L. Finding structure in time. 1990 Cognitive Science. 14 179-211
Paper not yet in RePEc: Add citation now
- Ferreira, C. Gene expression programming: a new adaptive algorithm for solving problems. 2001 Complex Systems. 13 87-129
Paper not yet in RePEc: Add citation now
- Ferri, R.A. The ETF book: All you need to know about exchange-traded funds. 2009 John Wiley & Sons: Hoboken, New Jersey
Paper not yet in RePEc: Add citation now
- Fix, E., & Hodges, J. L. (1951). Discriminatory analysis, nonparametric discrimination: Consistency properties. Technical Report 4, USAF School of Aviation Medicine, Randolph Field, Texas.
Paper not yet in RePEc: Add citation now
- Gandomi, A.H. ; Alavi, A.H. Krill herd: a new bio-inspired optimization algorithm. 2012 Communications in Nonlinear Science and Numerical Simulation. 17 4831-4845
Paper not yet in RePEc: Add citation now
- Ghosh, J. ; Shin, Y. The Pi-Sigma Network: an efficient higher-order neural networks for pattern classification and function approximation. 1991 En : Proceedings of International joint conference of neural networks. :
Paper not yet in RePEc: Add citation now
Giacomini, R. ; White, H. Tests of conditional predictive ability. 2006 Econometrica. 74 1545-1578
Gilli, M. ; Maringer, D. ; Winker, P. Applications of heuristics in finance. 2008 En : Seese, D. ; Weinhardt&, C. ; Schlottman, F. Handbook on information technology in finance. Springer: Germany
- Goldberg, D.E. Genetic algorithms in search, optimization and machine learning. 1989 Addison-Wesley:
Paper not yet in RePEc: Add citation now
Hall, N.G. ; Posner, M.E. Performance prediction and preselection for optimization and heuristic solution procedures. 2007 Operations Research. 55 703-716
- Holland, J. Adaptation in natural and artificial systems: An introductory analysis with applications to biology, control and artificial intelligence. 1975 MIT Press: Cambridge, Mass
Paper not yet in RePEc: Add citation now
- Hong, W.C. A hybrid support vector machine regression for exchange rate prediction. 2006 International Journal of Information and Management Sciences. 17 19-32
Paper not yet in RePEc: Add citation now
- Hsu, S.H. ; Hsieh, J.J.P.A. ; Chih, T.C. ; Hsu, K.C. A two-stage architecture for stock price forecasting by integrating self-organizing map and support vector regression. 2009 Expert Systems with Applications. 36 7947-7951
Paper not yet in RePEc: Add citation now
- Huang, K. ; Yang, H. ; King, I. ; Lyu, M.R. Local support vector regression for financial time series prediction. 2006 En : Proceedings of international joint conference on neural networks. :
Paper not yet in RePEc: Add citation now
- Huang, K. ; Zhou, Y. ; Wu, X. ; Luo, Q. A cuckoo search algorithm with elite opposition-based strategy. 2016 Journal of Intelligent Systems. 25 567-593
Paper not yet in RePEc: Add citation now
- Huang, S.C. ; Chuang, P.J. ; Wu, C.F. ; Lai, H.J. Chaos-based support vector regressions for exchange rate forecasting. 2010 Expert Systems with Applications. 37 8590-8598
Paper not yet in RePEc: Add citation now
Jarque, C.M. ; Bera, A.K. Efficient tests for normality, homoscedasticity and serial independence of regression residuals. 1980 Economics Letters. 6 255-259
- Jiang, H. ; He, W. Grey relational grade in local support vector regression for financial time series prediction. 2012 Expert Systems with Applications. 39 2256-2262
Paper not yet in RePEc: Add citation now
Jolliffe, I. Principal component analysis. 2002 John Wiley & Sons, Ltd:
- Kao, L.J. ; Chiu, C.C. ; Lu, C.J. ; Yang, J.L. Integration of nonlinear independent component analysis and support vector regression for stock price forecasting. 2013 Neurocomputing. 99 534-542
Paper not yet in RePEc: Add citation now
- Karaboga, D. ; Basturk, B. On the performance of artificial bee colony (ABC) algorithm. 2008 Applied Soft Computing. 8 687-697
Paper not yet in RePEc: Add citation now
- Koza, J. ; Poli, R. Genetic programming. 2005 En : Burke, E.K. ; Kendall, G. Search methodologies, introductory tutorials in optimization and decision support techniques. Springer:
Paper not yet in RePEc: Add citation now
- Lee, D.E. ; Song, J.H. ; Song, S.O. ; Yoon, E.S. Weighted support vector machine for quality estimation in the polymerization process. 2005 Industrial & Engineering Chemistry Research. 44 2101-2105
Paper not yet in RePEc: Add citation now
- Li, X. ; Zhang, J. ; Yin, M. Animal migration optimization: an optimization algorithm inspired by animal migration behavior. 2014 Neural Computing and Applications. 24 1867-1877
Paper not yet in RePEc: Add citation now
- Liang, J.J. ; Qin, A.K. ; Suganthan, P.N. ; Baskar, S. Comprehensive learning particle swarm optimizer for global optimization of multimodal functions. 2006 IEEE Transactions on Evolutionary Computations. 10 281-295
Paper not yet in RePEc: Add citation now
Lin, C.J. ; Teräsvirta, T. Testing the constancy of regression parameters against continuous structural changes. 1994 Journal of Econometrics. 62 211-228
- Lin, K.P. ; Pai, P.F. A fuzzy support vector regression model for business cycle predictions. 2010 Expert Systems with Applications. 37 5430-5435
Paper not yet in RePEc: Add citation now
- Lo, A.W. Finance: a selective survey. 2000 Journal of the American Statistical Association. 95 629-635
Paper not yet in RePEc: Add citation now
- Lo, A.W. The adaptive markets hypothesis. 2004 Journal of Portfolio Management. 30 15-29
Paper not yet in RePEc: Add citation now
- Lu, C.J. ; Lee, T.S. ; Chiu, C.C. Financial time series forecasting using independent component analysis and support vector regression. 2009 Decision Support Systems. 47 115-125
Paper not yet in RePEc: Add citation now
Marshall, B.R. ; Nguyen, N.H. ; Visaltanachoti, N. ETF arbitrage: intraday evidence. 2013 Journal of Banking & Finance. 37 3486-3498
- MartÃ, R. ; Gallego, M. ; Abraham Duarte, M. ; Pardo, E.G. Heuristics and metaheuristics for the maximum diversity problem. 2013 Journal of Heuristics. 19 591-615
Paper not yet in RePEc: Add citation now
- Oreski, S. ; Oreski, G. Genetic algorithm-based heuristic for feature selection in credit risk assessment. 2014 Expert Systems with Applications. 41 2052-2064
Paper not yet in RePEc: Add citation now
Park, C.H. ; Irwin, S.H. What do we know about profitability of technical analysis?. 2007 Journal of Economic Surveys. 21 786-826
Pesaran, M.H. ; Timmerman, A.G. A simple nonparametric test of predictive performance. 1992 Journal of Business and Economic Statistics. 10 461-465
Popescu, D.G. ; Crama, P. Ad revenue optimization in live broadcasting. 2016 Management Science. 62 1145-1164
- Ruiz, A. ; Lopez-de-Teruel, P.E. Nonlinear kernel-based statistical pattern analysis. 2001 IEEE Transactions on Neural Networks. 12 16-32
Paper not yet in RePEc: Add citation now
- Schölkopf, B. ; Bartlett, P. ; Smola, A. ; Williamson, R. Shrinking the tube: a new support vector regression algorithm. 1999 En : Kearns, M.J. Advances in neural information processing systems 11. Mass, MIT Press: Cambridge
Paper not yet in RePEc: Add citation now
Sermpinis, G. ; Stasinakis, C. ; Theofilatos, K. ; Karathansopoulos, A. Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms – support vector regression forecast combinations. 2015 Journal of Operational Research. 247 831-846
Sermpinis, G. ; Theofilatos, K.A. ; Karathanasopoulos, A.S. ; Georgopoulos, E.F. ; Dunis, C.L. Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and particle swarm optimization. 2013 European Journal of Operational Research. 225 528-540
Shapiro, A.F. A Hitchhiker's guide to the techniques of adaptive non-linear models. 2000 Insurance: Mathematics and Economics. 26 119-132
- Suykens, J.A.K. ; De Brabanter, J. ; Lukas, L. ; Vandewalle, J. Weighted least squares support vector machines: robustness and sparse approximation. 2002 Neurocomputing. 48 85-105
Paper not yet in RePEc: Add citation now
- Talbi, E.G. Metaheuristics: From design to implementation. 2009 John Wiley & Sons: Hoboken, New Jersey, USA
Paper not yet in RePEc: Add citation now
- Tenti, P. Forecasting foreign exchange rates using recurrent neural networks. 1996 Applied Artificial Intelligence. 10 567-582
Paper not yet in RePEc: Add citation now
Timmermann, A. Forecast combinations. 2006 En : Elliott, G. ; Granger, C.W.J. ; Timmermann, A. . Elsevier: North Holland
- Trafalis, T.B. ; Ince, H. . 2000 En : IJCNN, Neural Networks. IEEE:
Paper not yet in RePEc: Add citation now
- Turmon, M.J. Machine learning and statistics: the interface. 1998 Journal of the American Statistical Association. 93 833-835
Paper not yet in RePEc: Add citation now
- Vapnik, V. The nature of statistic learning theory. 1995 Springer-Verlag: New York
Paper not yet in RePEc: Add citation now
- Wagner, D. Trading ETFs: Gaining an edge with technical analysis. 2011 John Wiley & Sons: Hoboken, New Jersey
Paper not yet in RePEc: Add citation now
- Wang, G.G. ; Guo, L. ; Gandomi, A.H. ; Hao, G.S. ; Wang, H. Chaotic Krill Herd algorithm. 2014 Information Sciences. 274 17-34
Paper not yet in RePEc: Add citation now
- Wu, C.H. ; Tzeng, G.H. ; Goo, J.Y. ; Fang, W.C. A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy. 2007 Expert Systems with Applications. 32 397-408
Paper not yet in RePEc: Add citation now
Wu, S. ; Akbarov, A. Support vector regression for warranty claim forecasting. 2011 European Journal of Operational Research. 213 196-204
Wu, Y. ; Liu, Y. Robust truncated hinge loss support vector machines. 2007 Journal of the American Statistical Association. 102 974-983
- Yang, H. ; Huang, K. ; King, I. ; Lyu, M.R. Localized support vector regression for time series prediction. 2009 Neurocomputing. 72 2659-2669
Paper not yet in RePEc: Add citation now
- Yang, X.S. Firefly algorithm nature-inspired metaheuristic algorithms. 2010 Luniver Press: United Kingdom
Paper not yet in RePEc: Add citation now
- Yang, X.S. ; Gandomi, A.H. Bat algorithm: a novel approach for global engineering optimization. 2012 Engineering Computations. 29 464-483
Paper not yet in RePEc: Add citation now
- Yeh, C.Y. ; Huang, C.W. ; Lee, S.J. A multiple-kernel support vector regression approach for stock market price forecasting. 2011 Expert Systems with Applications. 38 2177-2186
Paper not yet in RePEc: Add citation now
- Yuan, F.C. Parameters optimization using genetic algorithms in support vector regression for sales volume forecasting. 2012 Applied Mathematics. 3 1480-1486
Paper not yet in RePEc: Add citation now
Zhang, G. ; Hu, M.Y. ; Patuwo, B.E. ; Indro, D.C. Artificial neural networks in bankruptcy prediction: general framework and cross-validation analysis. 1999 European Journal of Operational Research. 116 16-32
- Zhang, L. ; Zhou, W. ; Jiao, L. Wavelet support vector machine. 2004 IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 34 34-39
Paper not yet in RePEc: Add citation now