-
2
-
-
38249011830
-
Learning the dynamic of speech with back-propagation for sequences
-
Y. Bengio, R. De Mori and M. Gori, "Learning the dynamic of speech with back-propagation for sequences," Part. Recogn. Lett. 13 (1992) 375-385.
-
(1992)
Part. Recogn. Lett.
, vol.13
, pp. 375-385
-
-
Bengio, Y.1
De Mori, R.2
Gori, M.3
-
3
-
-
0001316290
-
Handling asynchronous or missing data with recurrent networks
-
Y. Bengio and F. Gingras, "Handling asynchronous or missing data with recurrent networks," Int. J. Comput. Intell. Org. 1, 3 (1998) 154-163.
-
(1998)
Int. J. Comput. Intell. Org.
, vol.1
, Issue.3
, pp. 154-163
-
-
Bengio, Y.1
Gingras, F.2
-
4
-
-
0003802343
-
-
Wadsworth International Group, Belmont, CA
-
L. Breiman, J. Friedman, R. Olshen and C. Stone, Classification and Regression Trees, Wadsworth International Group, Belmont, CA, 1984.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
5
-
-
84890656542
-
-
Princeton University Press, Princeton, NJ
-
J.Y. Campbell, A.W. Lo and A.C. MacKinlay, The Econometrics of Financial Markets, Princeton University Press, Princeton, NJ, 1997.
-
(1997)
The Econometrics of Financial Markets
-
-
Campbell, J.Y.1
Lo, A.W.2
MacKinlay, A.C.3
-
6
-
-
0033098443
-
On-line learning algorithms for locally recurrent neural networks
-
P. Campolucci and F. Piazza, "On-line learning algorithms for locally recurrent neural networks," IEEE Trans. Neural Networks 10, 2 (1999).
-
(1999)
IEEE Trans. Neural Networks
, vol.10
, Issue.2
-
-
Campolucci, P.1
Piazza, F.2
-
7
-
-
0010915241
-
Forecasting price increments using an artificial neural network
-
F. Castiglione, "Forecasting price increments using an artificial neural network," Adv. Compl. Syst. 4, 1 (2001) 45-56.
-
(2001)
Adv. Compl. Syst.
, vol.4
, Issue.1
, pp. 45-56
-
-
Castiglione, F.1
-
8
-
-
34249966007
-
The CN2 induction algorithm
-
P. Clark and T. Niblett, "The CN2 induction algorithm," Mach. Learn. J. 3, 4 (1989) 261-283.
-
(1989)
Mach. Learn. J.
, vol.3
, Issue.4
, pp. 261-283
-
-
Clark, P.1
Niblett, T.2
-
9
-
-
0010792690
-
Neural, genetic, and fuzzy approaches to design of trading systems
-
NY, 19-22 April
-
G. Deboeck, "Neural, genetic, and fuzzy approaches to design of trading systems," Proc. 2nd Ann. Int. Conf. AI Applications on Wall Street: Tactical and Strategic Computing Technologies, NY, 19-22 April, 1993, pp. 184-193.
-
(1993)
Proc. 2nd Ann. Int. Conf. AI Applications on Wall Street: Tactical and Strategic Computing Technologies
, pp. 184-193
-
-
Deboeck, G.1
-
11
-
-
0002528209
-
The behavior of stock market prices
-
E.F. Fama, "The behavior of stock market prices," J. Business 38 (1965) 34-105.
-
(1965)
J. Business
, vol.38
, pp. 34-105
-
-
Fama, E.F.1
-
12
-
-
0002432565
-
Multivariate adaptive regression splines
-
J.H. Friedman, "Multivariate adaptive regression splines," Ann. Statist. 19, 1 (1991) 1-141.
-
(1991)
Ann. Statist.
, vol.19
, Issue.1
, pp. 1-141
-
-
Friedman, J.H.1
-
13
-
-
84957662017
-
Adaptive selection of image classifiers
-
Proc. 9th ICIAP, Springer Verlag
-
G. Giacinto and F. Roli, "Adaptive selection of image classifiers," Proc. 9th ICIAP, Lecture Notes in Computer Science, Vol. 1310, Springer Verlag, 1997, pp. 38-45.
-
(1997)
Lecture Notes in Computer Science
, vol.1310
, pp. 38-45
-
-
Giacinto, G.1
Roli, F.2
-
16
-
-
77957029777
-
On the predictability of common stock returns: World-wide evidence
-
eds. R. A. Jarrow, V. Maksimovic and W. T. Ziemba, North-Holland, Amsterdam
-
G. Hawawini and D.B. Keim, "On the predictability of common stock returns: World-wide evidence," Handbook in Operations Research Management Science, eds. R. A. Jarrow, V. Maksimovic and W. T. Ziemba, North-Holland, Amsterdam, 1995, pp. 497-544.
-
(1995)
Handbook in Operations Research Management Science
, pp. 497-544
-
-
Hawawini, G.1
Keim, D.B.2
-
17
-
-
0004192862
-
-
Technical Report IMa-TOM-1997-07, Department of Mathematics and Physics, Malardalen University, Sweden
-
T. Hellström and K. Holmström, Predicting the Stock Market, Technical Report IMa-TOM-1997-07, Department of Mathematics and Physics, Malardalen University, Sweden, 1997.
-
(1997)
Predicting the Stock Market
-
-
Hellström, T.1
Holmström, K.2
-
19
-
-
0000746883
-
Escaping brittleness: The possibilities of general-purpose learning algorithms applied to parallel rule-based systems
-
eds. R. S. Michalski, J. Carbonell and M. Mitchell, Morgan Kaufmann
-
J.H. Holland, "Escaping brittleness: The possibilities of general-purpose learning algorithms applied to parallel rule-based systems," Machine Learning II, eds. R. S. Michalski, J. Carbonell and M. Mitchell, Morgan Kaufmann, 1986, pp. 593-623.
-
(1986)
Machine Learning II
, pp. 593-623
-
-
Holland, J.H.1
-
20
-
-
0007729457
-
Proc. first int. workshop on Multiple Classifier Systems (MCS 2000)
-
Springer Verlag
-
J. Kittler and F. Roli (eds.), Proc. First Int. Workshop on Multiple Classifier Systems (MCS 2000), Lecture Notes in Computer Science, Vol. 1857, Springer Verlag, 2000.
-
(2000)
Lecture Notes in Computer Science
, vol.1857
-
-
Kittler, J.1
Roli, F.2
-
21
-
-
0001940458
-
Adaptive mixtures of local experts
-
R.A. Jacobs, M.I. Jordan, S.J. Nowlan and G.E. Hinton, "Adaptive mixtures of local experts," Neural Comput. 3 (1991) 79-87.
-
(1991)
Neural Comput.
, vol.3
, pp. 79-87
-
-
Jacobs, R.A.1
Jordan, M.I.2
Nowlan, S.J.3
Hinton, G.E.4
-
22
-
-
0001632132
-
Hierarchies of adaptive experts
-
eds. J. Moody, S. Hanson and R. Lippman, Morgan Kaufmann
-
M.I. Jordan and R.A. Jacobs, "Hierarchies of adaptive experts," Advances in Neural Information Processing Systems, Vol. 4, eds. J. Moody, S. Hanson and R. Lippman, Morgan Kaufmann, 1992, pp. 985-993.
-
(1992)
Advances in Neural Information Processing Systems
, vol.4
, pp. 985-993
-
-
Jordan, M.I.1
Jacobs, R.A.2
-
23
-
-
0000262562
-
Hierarchical mixtures of experts and the EM algorithm
-
M.I. Jordan and R.A. Jacobs, "Hierarchical mixtures of experts and the EM algorithm," Neural Comput. 6 (1994) 181-214.
-
(1994)
Neural Comput.
, vol.6
, pp. 181-214
-
-
Jordan, M.I.1
Jacobs, R.A.2
-
24
-
-
0031706848
-
Training neural network with genetic algorithms for forecasting the stock price index
-
Beijing, China, Oct.
-
F. Kai and W. Xu, "Training neural network with genetic algorithms for forecasting the stock price index," Proc. 1997 IEEE Int. Conf. Intelligent Processing Systems 1, Beijing, China, Oct. 1997, pp. 401-403.
-
(1997)
Proc. 1997 IEEE Int. Conf. Intelligent Processing Systems
, vol.1
, pp. 401-403
-
-
Kai, F.1
Xu, W.2
-
26
-
-
0002822665
-
A study of the generalization capabilities of XCS
-
Morgan Kaufmann, San Francisco, CA
-
P.L. Lanzi, "A study of the generalization capabilities of XCS," Proc. Seventh Int. Conf. Genetic Algorithms (ICGA97), Morgan Kaufmann, San Francisco, CA, 1997, pp. 418-425.
-
(1997)
Proc. Seventh Int. Conf. Genetic Algorithms (ICGA97)
, pp. 418-425
-
-
Lanzi, P.L.1
-
28
-
-
0000732964
-
Extending the representation of classifier conditions. Part II: From messy coding to S-expressions
-
Morgan Kaufmann
-
P.L. Lanzi and A. Perrucci, "Extending the representation of classifier conditions. Part II: from messy coding to S-expressions," Proc. Genetic and Evolutionary Computation Conf. (GECCO '99), Vol. I, Morgan Kaufmann, 1999, pp. 345-353.
-
(1999)
Proc. Genetic and Evolutionary Computation Conf. (GECCO '99)
, vol.1
, pp. 345-353
-
-
Lanzi, P.L.1
Perrucci, A.2
-
29
-
-
0004112276
-
-
Technical Report, Department of Economics, University of Wisconsin, Madison, WI, Oct.
-
B. LeBaron, Technical Trading Rules and Regime Shifts in Foreign Exchange, Technical Report, Department of Economics, University of Wisconsin, Madison, WI, Oct. 1991.
-
(1991)
Technical Trading Rules and Regime Shifts in Foreign Exchange
-
-
Lebaron, B.1
-
30
-
-
0031701777
-
A boostrap evaluation of the effect of data splitting on financial time series
-
B. LeBaron and A.S. Weigend, "A boostrap evaluation of the effect of data splitting on financial time series," IEEE Trans. Neural Networks 9 (1997) 213-220.
-
(1997)
IEEE Trans. Neural Networks
, vol.9
, pp. 213-220
-
-
Lebaron, B.1
Weigend, A.S.2
-
31
-
-
0009022131
-
Modelling time series using multivariate adaptive regression splines
-
eds. A. S. Weigend and N. A. Gershenfeld, Addison Wesley, Reading, MA
-
P.A.W. Lewis, B.K. Ray and J.G. Stevens, "Modelling time series using multivariate adaptive regression splines," Time Series Prediction: Forecasting the Future and Understanding the Past, eds. A. S. Weigend and N. A. Gershenfeld, Addison Wesley, Reading, MA, 1994, pp. 296-318.
-
(1994)
Time Series Prediction: Forecasting the Future and Understanding the Past
, pp. 296-318
-
-
Lewis, P.A.W.1
Ray, B.K.2
Stevens, J.G.3
-
32
-
-
0030285428
-
Financial forecasting using genetic algorithms
-
S. Mahfoud and G. Mani, "Financial forecasting using genetic algorithms," Appl. Artif. Intell. 10, 6 (1996) 543-565.
-
(1996)
Appl. Artif. Intell.
, vol.10
, Issue.6
, pp. 543-565
-
-
Mahfoud, S.1
Mani, G.2
-
34
-
-
85005299854
-
The multi-purpose incremental learning system AQ15 and its testing application to three medical domains
-
Morgan Kaufmann
-
R.S. Michalski, I. Mozetic, J. Hong and N. Lavrac, "The multi-purpose incremental learning system AQ15 and its testing application to three medical domains," Fifth Nat. Conf. Artificial Intelligence, AAAI-86, Morgan Kaufmann, 1986, pp. 1041-1045.
-
(1986)
Fifth Nat. Conf. Artificial Intelligence, AAAI-86
, pp. 1041-1045
-
-
Michalski, R.S.1
Mozetic, I.2
Hong, J.3
Lavrac, N.4
-
36
-
-
0000641348
-
Conditional heteroskedasticity in asset returns: A new approach
-
D.B. Nelson, "Conditional heteroskedasticity in asset returns: a new approach," Econometrica 59 (1991) 347-370.
-
(1991)
Econometrica
, vol.59
, pp. 347-370
-
-
Nelson, D.B.1
-
37
-
-
0010864339
-
Genetic algorithms trading on the S&P 500
-
D. Noever and S. Baskaran, "Genetic algorithms trading on the S&P 500," Mag. Artif. Intell. Finan. 1, 3 (1994) 41-50.
-
(1994)
Mag. Artif. Intell. Finan.
, vol.1
, Issue.3
, pp. 41-50
-
-
Noever, D.1
Baskaran, S.2
-
38
-
-
33744584654
-
Induction of decision trees
-
J.R. Quinlan, "Induction of decision trees," Mach. Learn. 1 (1986) 81-106.
-
(1986)
Mach. Learn.
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
39
-
-
0031272644
-
Neural networks in financial engineering: A study in methodology
-
A.P.N. Refenes, A.N. Burgess and Y. Bentz, "Neural networks in financial engineering: a study in methodology," IEEE Trans. Neural Networks 8, 6 (1997) 1222-1267.
-
(1997)
IEEE Trans. Neural Networks
, vol.8
, Issue.6
, pp. 1222-1267
-
-
Refenes, A.P.N.1
Burgess, A.N.2
Bentz, Y.3
-
40
-
-
0028277023
-
Stock performance modeling using neural networks: A comparative study with regression models
-
A.P.N. Refenes, A. Zapranis and G. Francis, "Stock performance modeling using neural networks: a comparative study with regression models," Neural Networks 7, 2 (1994) 375-388.
-
(1994)
Neural Networks
, vol.7
, Issue.2
, pp. 375-388
-
-
Refenes, A.P.N.1
Zapranis, A.2
Francis, G.3
-
41
-
-
0001318811
-
Multisensor image recognition by neural networks with understandable behaviour
-
F. Roli, "Multisensor image recognition by neural networks with understandable behaviour," Int. J. Pattern Recognition and Artificial Intelligence 10, 8 (1996) 887-917.
-
(1996)
Int. J. Pattern Recognition and Artificial Intelligence
, vol.10
, Issue.8
, pp. 887-917
-
-
Roli, F.1
-
42
-
-
0003444646
-
-
Foundations, MIT Press
-
D.E. Rumelhart and J.L. McLelland, Parallel Distributed Processing, Explorations in the Microstructure of Cognition, Vol. 1, Foundations, MIT Press, 1986.
-
(1986)
Parallel Distributed Processing, Explorations in the Microstructure of Cognition
, vol.1
-
-
Rumelhart, D.E.1
McLelland, J.L.2
-
44
-
-
0010790136
-
Adjusting for risk in portfolio performance measurement
-
W.F. Sharpe, "Adjusting for risk in portfolio performance measurement," J. Portfolio Manag., 1975.
-
(1975)
J. Portfolio Manag.
-
-
Sharpe, W.F.1
-
46
-
-
0000003175
-
Threshold autoregression, limit cycles and cyclical data
-
H. Tong and K.S. Lira, "Threshold autoregression, limit cycles and cyclical data," J. R. Statist. Soc. B42 (1980) 245-292.
-
(1980)
J. R. Statist. Soc.
, vol.B42
, pp. 245-292
-
-
Tong, H.1
Lira, K.S.2
-
47
-
-
84950428199
-
Testing and modeling threshold autoregressive processes
-
R. Tsay, "Testing and modeling threshold autoregressive processes," J. Amer. Statist. Assoc. 84 (1989) 431-452.
-
(1989)
J. Amer. Statist. Assoc.
, vol.84
, pp. 431-452
-
-
Tsay, R.1
-
48
-
-
0029446195
-
Nonlinear gated experts for time series: Discovering regimes and avoiding overfitting
-
A.S. Weigend, M. Mangeas and A. N. Srivastava, "Nonlinear gated experts for time series: discovering regimes and avoiding overfitting," Int. J. Neural Syst. 6 (1995) 373-399.
-
(1995)
Int. J. Neural Syst.
, vol.6
, pp. 373-399
-
-
Weigend, A.S.1
Mangeas, M.2
Srivastava, A.N.3
-
49
-
-
0030291724
-
Time series analysis and prediction using gated experts with application to energy demand forecast
-
A.S. Weigend, "Time series analysis and prediction using gated experts with application to energy demand forecast," Appl. Artif. Intell. 10 (1996) 583-624.
-
(1996)
Appl. Artif. Intell.
, vol.10
, pp. 583-624
-
-
Weigend, A.S.1
-
50
-
-
0010856219
-
Exploiting local relations as soft constraints to improve forecasting
-
A.S. Weigend and H.G. Zimmermann, "Exploiting local relations as soft constraints to improve forecasting," J. Comput. Intell. Finan. 6 (1998) 14-23.
-
(1998)
J. Comput. Intell. Finan.
, vol.6
, pp. 14-23
-
-
Weigend, A.S.1
Zimmermann, H.G.2
-
51
-
-
0001387704
-
Classifier fitness based on accuracy
-
S.W. Wilson, "Classifier fitness based on accuracy," Evolution. Comput. 3, 2 (1995) 149-175.
-
(1995)
Evolution. Comput.
, vol.3
, Issue.2
, pp. 149-175
-
-
Wilson, S.W.1
-
52
-
-
0000648788
-
Generalization in the XCS classifier system
-
San Francisco, CA, Morgan Kaufmann
-
S.W. Wilson, "Generalization in the XCS classifier System," Proc. Third Ann. Genetic Programming Conf., San Francisco, CA, Morgan Kaufmann, 1998, pp. 665-674.
-
(1998)
Proc. Third Ann. Genetic Programming Conf.
, pp. 665-674
-
-
Wilson, S.W.1
-
53
-
-
0010855929
-
Get real! XCS with continuous-valued inputs
-
eds. L. Booker, S. Forrest, M. Mitchell and R. Riolo, Center of Study of Complex Systems, The University of Michigan, ANN Arbor, MI, 15-18 May
-
S.W. Wilson, "Get real! XCS with continuous-valued inputs," Festschrift in Honor of John H. Holland, eds. L. Booker, S. Forrest, M. Mitchell and R. Riolo, Center of Study of Complex Systems, The University of Michigan, ANN Arbor, MI, 15-18 May, 1999.
-
(1999)
Festschrift in Honor of John H. Holland
-
-
Wilson, S.W.1
|