-
1
-
-
58649105321
-
Integrating a piecewise linear representation method and a neural network model for stock trading points prediction
-
P.C. Chang, C.Y. Fan, and C.H. Liu Integrating a piecewise linear representation method and a neural network model for stock trading points prediction IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews 39 1 2009 80 92
-
(2009)
IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews
, vol.39
, Issue.1
, pp. 80-92
-
-
Chang, P.C.1
Fan, C.Y.2
Liu, C.H.3
-
2
-
-
0042850451
-
On-demand forecasting of stock prices using a real-time predictor
-
Y.F. Wang On-demand forecasting of stock prices using a real-time predictor IEEE Transactions on Knowledge and Data Engineering 15 4 2003 1033 1037
-
(2003)
IEEE Transactions on Knowledge and Data Engineering
, vol.15
, Issue.4
, pp. 1033-1037
-
-
Wang, Y.F.1
-
3
-
-
38049136835
-
Weighted kernel regression for predicting changing dependencies
-
S. Busuttil, and Y. Kalnishkan Weighted kernel regression for predicting changing dependencies Lecture Notes in Computer Science 4701 LNAI 2007 535 542 (including sub series Lecture Notes in Artificial Intelligence and Lecture Notes in Bio informatics)
-
(2007)
Lecture Notes in Computer Science
, vol.4701
, pp. 535-542
-
-
Busuttil, S.1
Kalnishkan, Y.2
-
5
-
-
0002406475
-
Linear, non-linear and essential foreign exchange rate prediction with simple technical trading rules
-
R. Gencay Linear, non-linear and essential foreign exchange rate prediction with simple technical trading rules Journal of International Economics 47 1 1999 91 107
-
(1999)
Journal of International Economics
, vol.47
, Issue.1
, pp. 91-107
-
-
Gencay, R.1
-
6
-
-
0742271675
-
Efficient market hypothesis and forecasting
-
DOI 10.1016/S0169-2070(03)00012-8, PII S0169207003000128
-
A Timmermann, and C.W.J. Granger Efficient market hypothesis and forecasting International Journal of Forecasting 20 1 2004 15 27 (Pubitemid 38148291)
-
(2004)
International Journal of Forecasting
, vol.20
, Issue.1
, pp. 15-27
-
-
Timmermann, A.1
Granger, C.W.J.2
-
7
-
-
39149121480
-
Hybridization of intelligent techniques and ARIMA models for time series prediction
-
O. Valenzuela, I. Rojas, F. Rojas, H. Pomares, L.J. Herrera, A. Guillen, L. Marquez, and M. Pasadas Hybridization of intelligent techniques and ARIMA models for time series prediction Fuzzy Sets and Systems 159 7 2008 821 845
-
(2008)
Fuzzy Sets and Systems
, vol.159
, Issue.7
, pp. 821-845
-
-
Valenzuela, O.1
Rojas, I.2
Rojas, F.3
Pomares, H.4
Herrera, L.J.5
Guillen, A.6
Marquez, L.7
Pasadas, M.8
-
8
-
-
20344388265
-
A hybrid ARIMA and support vector machines model in stock price forecasting
-
P.F. Pai, and C.S. Lin A hybrid ARIMA and support vector machines model in stock price forecasting Omega 33 6 2005 497 505
-
(2005)
Omega
, vol.33
, Issue.6
, pp. 497-505
-
-
Pai, P.F.1
Lin, C.S.2
-
9
-
-
33644693593
-
System reliability forecasting by support vector machines with genetic algorithms
-
P.F. Pai System reliability forecasting by support vector machines with genetic algorithms Mathematical and Computer Modelling 43 3-4 2006 262 274
-
(2006)
Mathematical and Computer Modelling
, vol.43
, Issue.34
, pp. 262-274
-
-
Pai, P.F.1
-
10
-
-
34248566914
-
Intelligent stock trading system by turning point confirming and probabilistic reasoning
-
DOI 10.1016/j.eswa.2006.09.043, PII S0957417406003125
-
D. Bao, and Z. Yang Intelligent stock trading system by turning point confirming and probabilistic reasoning Expert Systems with Applications 34 1 2008 620 627 (Pubitemid 46756289)
-
(2008)
Expert Systems with Applications
, vol.34
, Issue.1
, pp. 620-627
-
-
Bao, D.1
Yang, Z.2
-
11
-
-
54949134110
-
Trading with a stock chart heuristic
-
W. Leigh, C.J. Frohlich, S. Hornik, R.L. Purvis, and T.L. Roberts Trading with a stock chart heuristic IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans 38 1 2008 93 104
-
(2008)
IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans
, vol.38
, Issue.1
, pp. 93-104
-
-
Leigh, W.1
Frohlich, C.J.2
Hornik, S.3
Purvis, R.L.4
Roberts, T.L.5
-
12
-
-
9244248635
-
Forecasting the New York stock exchange composite index with past price and interest rate on condition of volume spike
-
W. Leigh, R. Hightower, and N. Modani Forecasting the New York stock exchange composite index with past price and interest rate on condition of volume spike Expert Systems with Applications 28 1 2005 1 8
-
(2005)
Expert Systems with Applications
, vol.28
, Issue.1
, pp. 1-8
-
-
Leigh, W.1
Hightower, R.2
Modani, N.3
-
13
-
-
0036696375
-
Stock market trading rule discovery using technical charting heuristics
-
W. Leigh, N. Modani, R. Purvis, and T. Roberts Stock market trading rule discovery using technical charting heuristics Expert Systems with Applications 23 2 2002 155 159
-
(2002)
Expert Systems with Applications
, vol.23
, Issue.2
, pp. 155-159
-
-
Leigh, W.1
Modani, N.2
Purvis, R.3
Roberts, T.4
-
14
-
-
0036498492
-
Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural network, and genetic algorithm: A case study in romantic decision support
-
DOI 10.1016/S0167-9236(01)00121-X, PII S016792360100121X
-
W. Leigh, R. Purvis, and J.M. Ragusa Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural network, and genetic algorithm: a case study in romantic decision support Decision Support Systems 32 4 2002 361 377 (Pubitemid 34154797)
-
(2002)
Decision Support Systems
, vol.32
, Issue.4
, pp. 361-377
-
-
Leigh, W.1
Purvis, R.2
Ragusa, J.M.3
-
15
-
-
58349085726
-
Trading rule discovery in the US stock market: An empirical study
-
J.L Wang, and S.H. Chan Trading rule discovery in the US stock market: an empirical study Expert Systems with Applications 36 3 PART 1 2009 5450 5455
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.3 PART 1
, pp. 5450-5455
-
-
Wang, J.L.1
Chan, S.H.2
-
16
-
-
58749094998
-
Surveying stock market forecasting techniques - Part II: Soft computing methods
-
G.S. Atsalakis, and K.P. Valavanis Surveying stock market forecasting techniques - part II: soft computing methods Expert Systems with Applications 36 3 PART 2 2009 5932 5941
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.3 PART 2
, pp. 5932-5941
-
-
Atsalakis, G.S.1
Valavanis, K.P.2
-
17
-
-
0035391018
-
Computational learning techniques for intraday FX trading using popular technical indicators
-
DOI 10.1109/72.935088, PII S1045922701050184
-
M.A.H. Dempster, T.W. Payne, Y. Romahi, and G.W.P. Thompson Computational learning techniques for intraday FX trading using popular technical indicators IEEE Transactions on Neural Networks 12 4 2001 744 754 (Pubitemid 32732817)
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, Issue.4
, pp. 744-754
-
-
Dempster, M.A.H.1
Payne, T.W.2
Romahi, Y.3
Thompson, G.W.P.4
-
18
-
-
0005650578
-
Foundations of technical analysis: Computational algorithms, statistical inference, and empirical implementation
-
A.W. Lo, H. Mamaysky, and J. Wang Foundations of technical analysis: computational algorithms, statistical inference, and empirical implementation Journal of Finance 55 4 2000 1705 1765
-
(2000)
Journal of Finance
, vol.55
, Issue.4
, pp. 1705-1765
-
-
Lo, A.W.1
Mamaysky, H.2
Wang, J.3
-
20
-
-
12444288005
-
Market micro-structure analysis by multiagent simulation in X-Economy - Comparison among technical indices
-
DOI 10.1016/j.ins.2003.03.025, PII S0020025503004353, Computational Intelligence in Economics and Finance
-
K. Kurumatani, H. Kawamura, and A. Ohuchi Market micro-structure analysis by multiagent simulation in X-economy - comparison among technical indices Information Sciences 170 1 2005 65 74 (Pubitemid 40146270)
-
(2005)
Information Sciences
, vol.170
, Issue.1
, pp. 65-74
-
-
Kurumatani, K.1
Kawamura, H.2
Ohuchi, A.3
-
21
-
-
33845432024
-
Self-organizing learning array and its application to economic and financial problems
-
DOI 10.1016/j.ins.2006.08.002, PII S0020025506002325
-
Z. Zhu, H. He, J.A. Starzyk, and C. Tseng Self-organizing learning array and its application to economic and financial problems Information Sciences 177 5 2007 1180 1192 (Pubitemid 44908289)
-
(2007)
Information Sciences
, vol.177
, Issue.5
, pp. 1180-1192
-
-
Zhu, Z.1
He, H.2
Starzyk, J.A.3
Tseng, C.4
-
22
-
-
67349144155
-
Data clustering and fuzzy neural network for sales forecasting: A case study in printed circuit board industry
-
P.C. Chang, C.H. Liu, and C.Y. Fan Data clustering and fuzzy neural network for sales forecasting: a case study in printed circuit board industry Knowledge-Based Systems 22 5 2009 344 355
-
(2009)
Knowledge-Based Systems
, vol.22
, Issue.5
, pp. 344-355
-
-
Chang, P.C.1
Liu, C.H.2
Fan, C.Y.3
-
23
-
-
76349121290
-
A hybrid model based on rough sets theory and genetic algorithms for stock price forecasting
-
C.H. Cheng, T.L. Chen, and L.Y. Wei A hybrid model based on rough sets theory and genetic algorithms for stock price forecasting Information Sciences 180 9 2010 1610 1629
-
(2010)
Information Sciences
, vol.180
, Issue.9
, pp. 1610-1629
-
-
Cheng, C.H.1
Chen, T.L.2
Wei, L.Y.3
-
24
-
-
59749093654
-
Evolving least squares support vector machines for stock market trend mining
-
L. Yu, H. Chen, S. Wang, and K.K. Lai Evolving least squares support vector machines for stock market trend mining IEEE Transactions on Evolutionary Computation 13 1 2009 87 102
-
(2009)
IEEE Transactions on Evolutionary Computation
, vol.13
, Issue.1
, pp. 87-102
-
-
Yu, L.1
Chen, H.2
Wang, S.3
Lai, K.K.4
-
25
-
-
0742268991
-
Support vector machine with adaptive parameters in financial time series forecasting
-
L.J. Cao, and F.E.H. Tay Support vector machine with adaptive parameters in financial time series forecasting IEEE Transactions on Neural Networks 14 6 2003 1506 1518
-
(2003)
IEEE Transactions on Neural Networks
, vol.14
, Issue.6
, pp. 1506-1518
-
-
Cao, L.J.1
Tay, F.E.H.2
-
26
-
-
36048962704
-
Volatility: A hidden Markov process in financial time series
-
Z. Eisler, J. Perelló, and J. Masoliver Volatility: a hidden Markov process in financial time series Physical Review E - Statistical, Nonlinear, and Soft Matter Physics 76 5 2007
-
(2007)
Physical Review e - Statistical, Nonlinear, and Soft Matter Physics
, vol.76
, Issue.5
-
-
Eisler, Z.1
Perelló, J.2
Masoliver, J.3
-
27
-
-
33644797287
-
Technical analysis based on price-volume signals and the power of trading breaks
-
DOI 10.1142/S0219024906003512
-
F.H. Westerhoff Technical analysis based on price-volume signals and the power of trading breaks International Journal of Theoretical and Applied Finance 9 2 2006 227 244 (Pubitemid 43352089)
-
(2006)
International Journal of Theoretical and Applied Finance
, vol.9
, Issue.2
, pp. 227-244
-
-
Westerhoff, F.H.1
-
29
-
-
34248650742
-
A hybrid neurogenetic approach for stock forecasting
-
Y.K. Kwon, and B.R. Moon A hybrid neurogenetic approach for stock forecasting IEEE Transactions on Neural Networks 18 3 2007 851 864
-
(2007)
IEEE Transactions on Neural Networks
, vol.18
, Issue.3
, pp. 851-864
-
-
Kwon, Y.K.1
Moon, B.R.2
-
30
-
-
12444272695
-
A hybrid genetic-neural architecture for stock indexes forecasting
-
DOI 10.1016/j.ins.2003.03.023, PII S002002550300433X, Computational Intelligence in Economics and Finance
-
G. Armano, M. Marchesi, and A. Murru A hybrid genetic-neural architecture for stock indexes forecasting Information Sciences 170 1 2005 3 33 (Pubitemid 40146268)
-
(2005)
Information Sciences
, vol.170
, Issue.1
, pp. 3-33
-
-
Armano, G.1
Marchesi, M.2
Murru, A.3
-
31
-
-
67349180216
-
Prediction-based portfolio optimization model using neural networks
-
F.D. Freitas, A.F. De Souza, and A.R. de Almeida Prediction-based portfolio optimization model using neural networks Neurocomputing 72 10-12 2009 2155 2170
-
(2009)
Neurocomputing
, vol.72
, Issue.1012
, pp. 2155-2170
-
-
Freitas, F.D.1
De Souza, A.F.2
De Almeida, A.R.3
-
32
-
-
0002922338
-
Exponential smoothing with an adaptive response rate
-
D.W. Trigg, and A.G. Leach Exponential smoothing with an adaptive response rate Operational Research Quarterly 18 1 1967 53 59
-
(1967)
Operational Research Quarterly
, vol.18
, Issue.1
, pp. 53-59
-
-
Trigg, D.W.1
Leach, A.G.2
-
33
-
-
33749523557
-
Exponential smoothing: The state of the art-Part II
-
DOI 10.1016/j.ijforecast.2006.03.005, PII S0169207006000392
-
E.S. Gardner Jr. Exponential smoothing: the state of the art - part II International Journal of Forecasting 22 4 2006 637 666 (Pubitemid 44524718)
-
(2006)
International Journal of Forecasting
, vol.22
, Issue.4
, pp. 637-666
-
-
Gardner Jr., E.S.1
-
34
-
-
69249222740
-
Predicting the Brazilian stock market through neural networks and adaptive exponential smoothing methods
-
E.L. de Faria, M.P. Albuquerque, J.L. Gonzalez, and J.T.P. Cavalcante Predicting the Brazilian stock market through neural networks and adaptive exponential smoothing methods Expert Systems with Applications 36 10 2009 12506 12509
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.10
, pp. 12506-12509
-
-
De Faria, E.L.1
Albuquerque, M.P.2
Gonzalez, J.L.3
Cavalcante, J.T.P.4
-
35
-
-
33645734900
-
Exponential smoothing model selection for forecasting
-
DOI 10.1016/j.ijforecast.2005.08.002, PII S016920700500107X
-
B. Billah, M.L. King, R.D. Snyder, and A.B. Koehler Exponential smoothing model selection for forecasting International Journal of Forecasting 22 2 2006 239 247 (Pubitemid 43549003)
-
(2006)
International Journal of Forecasting
, vol.22
, Issue.2
, pp. 239-247
-
-
Billah, B.1
King, M.L.2
Snyder, R.D.3
Koehler, A.B.4
-
36
-
-
39649100342
-
A quick search method for audio signals based on a piecewise linear representation of feature trajectories
-
A. Kimura, K. Kashino, T. Kurozumi, and H. Murase A quick search method for audio signals based on a piecewise linear representation of feature trajectories IEEE Transactions on Audio, Speech and Language Processing 16 2 2008 396 407
-
(2008)
IEEE Transactions on Audio, Speech and Language Processing
, vol.16
, Issue.2
, pp. 396-407
-
-
Kimura, A.1
Kashino, K.2
Kurozumi, T.3
Murase, H.4
-
38
-
-
0033362601
-
Evolving artificial neural networks
-
DOI 10.1109/5.784219
-
X. Yao Evolving artificial neural networks Proceedings of the IEEE 87 9 1999 1423 1447 (Pubitemid 30503424)
-
(1999)
Proceedings of the IEEE
, vol.87
, Issue.9
, pp. 1423-1447
-
-
Yao, X.1
-
39
-
-
0028476690
-
Application of an improved genetic algorithm to the learning of neural networks
-
Y. Ikuno, H. Kawabata, Y. Shirao, M. Hirata, T. Nagahara, and Y. Iagaki Application of an improved genetic algorithm to the learning of neural networks Solid State Communications 91 3 1994 731 735
-
(1994)
Solid State Communications
, vol.91
, Issue.3
, pp. 731-735
-
-
Ikuno, Y.1
Kawabata, H.2
Shirao, Y.3
Hirata, M.4
Nagahara, T.5
Iagaki, Y.6
-
40
-
-
33947282595
-
Design for self-organizing fuzzy neural networks based on genetic algorithms
-
DOI 10.1109/TFUZZ.2006.877361
-
G. Leng, T.M. McGinnity, and G. Prasad Design for self-organizing fuzzy neural networks based on genetic algorithms IEEE Transactions on Fuzzy Systems 14 6 2006 755 765 (Pubitemid 46432456)
-
(2006)
IEEE Transactions on Fuzzy Systems
, vol.14
, Issue.6
, pp. 755-765
-
-
Leng, G.1
McGinnity, T.M.2
Prasad, G.3
-
41
-
-
52149112310
-
Hybrid multiobjective evolutionary design for artificial neural networks
-
C.K. Goh, E.J. Teoh, and K.C. Tan Hybrid multiobjective evolutionary design for artificial neural networks IEEE Transactions on Neural Networks 19 9 2008 1531 1548
-
(2008)
IEEE Transactions on Neural Networks
, vol.19
, Issue.9
, pp. 1531-1548
-
-
Goh, C.K.1
Teoh, E.J.2
Tan, K.C.3
-
42
-
-
34247536736
-
Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters
-
DOI 10.1016/j.ins.2007.02.021, PII S0020025507000990
-
P.A. Castillo, J.J. Merelo, M.G. Arenas, and G. Romero Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters Information Sciences 177 14 2007 2884 2905 (Pubitemid 46660013)
-
(2007)
Information Sciences
, vol.177
, Issue.14
, pp. 2884-2905
-
-
Castillo, P.A.1
Merelo, J.J.2
Arenas, M.G.3
Romero, G.4
-
43
-
-
34248582401
-
A TSK type fuzzy rule based system for stock price prediction
-
P.C. Chang, and C.H. Liu A TSK type fuzzy rule based system for stock price prediction Expert Systems with Applications 34 1 2008 135 144
-
(2008)
Expert Systems with Applications
, vol.34
, Issue.1
, pp. 135-144
-
-
Chang, P.C.1
Liu, C.H.2
-
45
-
-
0035399722
-
Noisy time series prediction using recurrent neural networks and grammatical inference
-
DOI 10.1023/A:1010884214864
-
C.L. Giles, S. Lawrence, and A.C. Tsoi Noisy time series prediction using a recurrent neural network and grammatical inference Machine Learning 44 1-2 2001 161 183 (Pubitemid 32543251)
-
(2001)
Machine Learning
, vol.44
, Issue.1-2
, pp. 161-183
-
-
Giles, C.L.1
Lawrence, S.2
Tsoi, A.C.3
-
47
-
-
24044470614
-
Clustering of time series data - A survey
-
T.W. Liao Clustering of time series data - a survey Pattern Recognition 38 2005 1857 1874
-
(2005)
Pattern Recognition
, vol.38
, pp. 1857-1874
-
-
Liao, T.W.1
|