-
3
-
-
79959415599
-
Sensitivity analysis for time lag selection to forecast seasonal time series using neural networks and support vector machines
-
Barcelona, Spain
-
Cortez P (2010) Sensitivity analysis for time lag selection to forecast seasonal time series using neural networks and support vector machines. In Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2010), pp 3694-3701, Barcelona, Spain.
-
(2010)
Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2010)
, pp. 3694-3701
-
-
Cortez, P.1
-
4
-
-
77952552084
-
Feature selection for time series prediction a combined filter and wrapper approach for neural networks
-
Crone S, Kourentzes N (2010) Feature selection for time series prediction a combined filter and wrapper approach for neural networks. Neurocomputing 73: 1923-1936.
-
(2010)
Neurocomputing
, vol.73
, pp. 1923-1936
-
-
Crone, S.1
Kourentzes, N.2
-
5
-
-
79960633932
-
A linguistic approach to time series modeling with help of the F-transform
-
doi: 10. 1016/j. fss. 2011. 02. 017
-
Štěpnička M, Dvořák A, Pavliska V, Vavříčková L (2011) A linguistic approach to time series modeling with help of the F-transform. Fuzzy Sets Syst 180(1): 164-184. doi: 10. 1016/j. fss. 2011. 02. 017.
-
(2011)
Fuzzy Sets Syst
, vol.180
, Issue.1
, pp. 164-184
-
-
Štěpnička, M.1
Dvořák, A.2
Pavliska, V.3
Vavříčková, L.4
-
6
-
-
0036530967
-
Dens: Dynamic evolving neural-fuzzy inference system and its application for time-series prediction
-
Kasabov N, Song Q (2002) Dens: Dynamic evolving neural-fuzzy inference system and its application for time-series prediction. IEEE Trans Fuzzy Syst 10: 144-154.
-
(2002)
IEEE Trans Fuzzy Syst
, vol.10
, pp. 144-154
-
-
Kasabov, N.1
Song, Q.2
-
7
-
-
57349175053
-
Adann: automatic design of artificial neural networks
-
New York, NY, USA
-
Peralta J, Gutierrez G, Sanchis A (2008) Adann: automatic design of artificial neural networks. In Proceedings of the 2008 GECCO conference companion on Genetic and evolutionary computation, GECCO'08, pp 1863-1870, New York, NY, USA.
-
(2008)
Proceedings of the 2008 GECCO conference companion on Genetic and evolutionary computation, GECCO'08
, pp. 1863-1870
-
-
Peralta, J.1
Gutierrez, G.2
Sanchis, A.3
-
8
-
-
33845653930
-
A fusion model of HMM, ANN and GA for stock market forecasting
-
Hassan R, Nath B, Kirley M (2007) A fusion model of HMM, ANN and GA for stock market forecasting. Expert Systems with Applications 33: 171-180.
-
(2007)
Expert Systems with Applications
, vol.33
, pp. 171-180
-
-
Hassan, R.1
Nath, B.2
Kirley, M.3
-
9
-
-
3142666177
-
An ensemble of neural networks for weather forecasting
-
Maqsood I, Khan MR, Abraham A (2007) An ensemble of neural networks for weather forecasting. Neural Comput Appl 13(2): 112-122.
-
(2007)
Neural Comput Appl
, vol.13
, Issue.2
, pp. 112-122
-
-
Maqsood, I.1
Khan, M.R.2
Abraham, A.3
-
12
-
-
53049109819
-
A new intelligent system methodology for time series forecasting with artificial neural networks
-
doi: 10. 1007/s11063-008-9085-x
-
Ferreira TA, Vasconcelos GC, Adeodato PJ (2008) A new intelligent system methodology for time series forecasting with artificial neural networks. Neural Process Lett 28(2): 113-129. doi: 10. 1007/s11063-008-9085-x.
-
(2008)
Neural Process Lett
, vol.28
, Issue.2
, pp. 113-129
-
-
Ferreira, T.A.1
Vasconcelos, G.C.2
Adeodato, P.J.3
-
13
-
-
27144558589
-
Stepwise selection of artificial neural networks models for time series prediction
-
Department of Management Science Lancaster University Management School Lancaster, United Kingdom
-
Crone SF (2005) Stepwise selection of artificial neural networks models for time series prediction. Journal of Intelligent Systems, Department of Management Science Lancaster University Management School Lancaster, United Kingdom.
-
(2005)
Journal of Intelligent Systems
-
-
Crone, S.F.1
-
14
-
-
0003123930
-
Forecasting with artificial neural networks: the state of the art
-
Zhang G, Patuwo BE, Hu MY (1998) Forecasting with artificial neural networks: the state of the art. Int J Forecast 14: 35-62.
-
(1998)
Int J Forecast
, vol.14
, pp. 35-62
-
-
Zhang, G.1
Patuwo, B.E.2
Hu, M.Y.3
-
15
-
-
3142742672
-
Evolving time series forecasting ARMA models
-
Cortez P, Rocha M, Neves J (2004) Evolving time series forecasting ARMA models. J Heuristics 10(4): 415-429. doi: 10. 1023/B: HEUR. 0000034714. 09838. 1e.
-
(2004)
J Heuristics
, vol.10
, Issue.4
, pp. 415-429
-
-
Cortez, P.1
Rocha, M.2
Neves, J.3
-
19
-
-
0031143030
-
A new evolutionary system for evolving artificial neural networks
-
Yao X, Lin Y (1997) A new evolutionary system for evolving artificial neural networks. Transactions on Neural Networks 8(3): 694-713.
-
(1997)
Transactions on Neural Networks
, vol.8
, Issue.3
, pp. 694-713
-
-
Yao, X.1
Lin, Y.2
-
20
-
-
0002933170
-
Designing neural networks using genetic algorithms with graph generation system
-
Kitano H (1990) Designing neural networks using genetic algorithms with graph generation system. Complex Systems 4: 461-476.
-
(1990)
Complex Systems
, vol.4
, pp. 461-476
-
-
Kitano, H.1
-
21
-
-
0742306458
-
Meta-learning evolutionary artificial neural networks
-
Abraham A (2004) Meta-learning evolutionary artificial neural networks. Neurocomputing Journal 56c: 1-38.
-
(2004)
Neurocomputing Journal
, vol.56 c
, pp. 1-38
-
-
Abraham, A.1
-
22
-
-
0027574256
-
A review of evolutionary artificial neural networks
-
Yao X (1993) A review of evolutionary artificial neural networks. International Journal of Intelligent Systems 8(4): 539-567.
-
(1993)
International Journal of Intelligent Systems
, vol.8
, Issue.4
, pp. 539-567
-
-
Yao, X.1
-
23
-
-
84900071834
-
Time series forecasting by evolutionary neural networks
-
J. Rubuñal and J. Dorado (Eds.), Hershey: Idea Group Publishing
-
Cortez P, Rocha M, Neves J (2006) Time series forecasting by evolutionary neural networks. In: Rubuñal J, Dorado J (eds) Artificial Neural Networks in Real-Life Applications. chapter III. Idea Group Publishing, Hershey, pp 47-70.
-
(2006)
Artificial Neural Networks in Real-Life Applications. Chapter III
, pp. 47-70
-
-
Cortez, P.1
Rocha, M.2
Neves, J.3
-
24
-
-
2042510997
-
Evolving the neural network model for forecasting air pollution time series
-
ISSN: 0952-1976
-
Niska H, Hiltunena T, Karppinenb A, Ruuskanena J Kolehmainena M (2004) Evolving the neural network model for forecasting air pollution time series. Eng Appl Artif Intell 17(2): 159-167. ISSN: 0952-1976.
-
(2004)
Eng Appl Artif Intell
, vol.17
, Issue.2
, pp. 159-167
-
-
Niska, H.1
Hiltunena, T.2
Karppinenb, A.3
Ruuskanena, J.4
Kolehmainena, M.5
-
25
-
-
60549091177
-
Evolutionary artificial neural networks for hydrological systems forecasting
-
ISSN: 0022-1694
-
Chena Y-H, Chang F-J (2009) Evolutionary artificial neural networks for hydrological systems forecasting. J Hydrol 367(1-2): 125-137. ISSN: 0022-1694.
-
(2009)
J Hydrol
, vol.367
, Issue.1-2
, pp. 125-137
-
-
Chena, Y.-H.1
Chang, F.-J.2
-
26
-
-
29444444293
-
Time-series prediction using a local linear wavelet neural network
-
Chen Y, Yang B, Dong J (2005) Time-series prediction using a local linear wavelet neural network. Neurocomputing 69(4-6): 449-465.
-
(2005)
Neurocomputing
, vol.69
, Issue.4-6
, pp. 449-465
-
-
Chen, Y.1
Yang, B.2
Dong, J.3
-
27
-
-
5144219995
-
Evolving RBF neural networks for time-series forecasting with EvRBF
-
Rivas VM, Merelo JJ, Castillo PA, Arenas MG, Castellano, JG (2003) Evolving RBF neural networks for time-series forecasting with EvRBF. Inform Sci 165(3-4): 207-220.
-
(2003)
Inform Sci
, vol.165
, Issue.3-4
, pp. 207-220
-
-
Rivas, V.M.1
Merelo, J.J.2
Castillo, P.A.3
Arenas, M.G.4
Castellano, J.G.5
-
29
-
-
78249267816
-
Neural networks training based on differential evolution algorithm compared with other architectures for weather forecasting 34
-
Abdul-Kader HM (2009) Neural networks training based on differential evolution algorithm compared with other architectures for weather forecasting 34. Int J Comput Sci Netw Secur 9(3): 92-99.
-
(2009)
Int J Comput Sci Netw Secur
, vol.9
, Issue.3
, pp. 92-99
-
-
Abdul-Kader, H.M.1
-
31
-
-
0024861871
-
Approximation by superposition of a sigmoidal function
-
Cybenko G (1989) Approximation by superposition of a sigmoidal function. Math Control Signals Syst 2: 303-314.
-
(1989)
Math Control Signals Syst
, vol.2
, pp. 303-314
-
-
Cybenko, G.1
-
32
-
-
84872004634
-
-
Prof. Dr. Andreas Zell WSI Computer Science Department, Computer Arquitecture, Software, Artif Neural Netw
-
Prof. Dr. Andreas Zell WSI Computer Science Department, Computer Arquitecture, Software, Artif Neural Netw http://www-ra. informatik. uni-tuebingen. de/SNNS/.
-
-
-
-
34
-
-
84871971376
-
-
November
-
http://www. obitko. com/tutorials/genetic-algorithms/parameters. php. November 2010.
-
(2010)
-
-
-
35
-
-
0142000477
-
Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces
-
Storn R, Price K (1997) Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. J Global Opt 11: 341-359.
-
(1997)
J Global Opt
, vol.11
, pp. 341-359
-
-
Storn, R.1
Price, K.2
-
36
-
-
58349110809
-
Choosing leaders for multi-objective PSO algorithms using differential evolution
-
Lecture Notes in Computer Science (LNCS 5361), Springer, Berlin
-
Wickramasinghe W, Li X (2008) Choosing leaders for multi-objective PSO algorithms using differential evolution, in Proceedings of the seventh international conference on simulated evolution and learning (SEAL'08), Lecture Notes in Computer Science (LNCS 5361), Springer, Berlin, pp 249-258.
-
(2008)
Proceedings of the seventh international conference on simulated evolution and learning (SEAL'08)
, pp. 249-258
-
-
Wickramasinghe, W.1
Li, X.2
-
37
-
-
0041481252
-
Adjusting weights in artificial neural networks using evolutionary algorithms
-
P. Larrañaga and J. A. Lozano (Eds.), Dordrecht: Kluwer
-
Cotta C, Alba E, Sagarna R, Larrañaga P (2002) Adjusting weights in artificial neural networks using evolutionary algorithms. In: Larrañaga P, Lozano JA (eds) Estimation of distribution algorithms. A new tool for evolutionary computation. Kluwer, Dordrecht, pp 357-373.
-
(2002)
Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation
, pp. 357-373
-
-
Cotta, C.1
Alba, E.2
Sagarna, R.3
Larrañaga, P.4
-
38
-
-
84871943232
-
-
Time Series Forecasting Competition for Neural Networks and Computational Intelligence
-
Time Series Forecasting Competition for Neural Networks and Computational Intelligence. http://www. neural-forecastingcompetition. com. Accessed on October 2010.
-
(2010)
-
-
-
40
-
-
63849099651
-
A new Bayesian formulation for Holt's exponential smoothing
-
Andrawis R, Atiya A (2009) A new Bayesian formulation for Holt's exponential smoothing. Journal of Forecasting 28(3): 218-234.
-
(2009)
Journal of Forecasting
, vol.28
, Issue.3
, pp. 218-234
-
-
Andrawis, R.1
Atiya, A.2
-
41
-
-
84871982753
-
-
Accessed on December
-
http://www. forecastpro. com/products/overview/index. htm. Accessed on December 2010.
-
(2010)
-
-
-
44
-
-
79959422165
-
Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution
-
IJCNN-WCCI'10 Barcelona, Spain
-
Peralta J, Li X, Gutierrez G, Sanchis A (2010) Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution. In Proceedings of the 2010 WCCI conference, IJCNN-WCCI'10, pages 3999-4006, Barcelona, Spain.
-
(2010)
Proceedings of the 2010 WCCI conference
, pp. 3999-4006
-
-
Peralta, J.1
Li, X.2
Gutierrez, G.3
Sanchis, A.4
-
45
-
-
79959392095
-
Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms
-
Peralta J, Gutierrez G, Sanchis A (2010) Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms. In Proceedings of the 2010 WCCI conference, IJCNN-WCCI'10, Barcelona, Spain.
-
(2010)
Proceedings of the 2010 WCCI conference, IJCNN-WCCI'10, Barcelona, Spain.
-
-
Peralta, J.1
Gutierrez, G.2
Sanchis, A.3
-
46
-
-
84871994168
-
-
Hyndman RJ Time series data library Accessed on June
-
Hyndman RJ Time series data library, http://robjhyndman. com/TSDL/. Accessed on June 2011.
-
(2011)
-
-
|