-
1
-
-
0035421384
-
A new transformed input-domain ANFIS for highly nonlinear system modelling and prediction
-
Abdelrahim E.M., and Yahagi T. A new transformed input-domain ANFIS for highly nonlinear system modelling and prediction. IEICE Trans. Fundamentals E84-A 8 (2001) 1981-1985
-
(2001)
IEICE Trans. Fundamentals
, vol.E84-A
, Issue.8
, pp. 1981-1985
-
-
Abdelrahim, E.M.1
Yahagi, T.2
-
2
-
-
34848928034
-
-
R. Alcalá, J. Alcalá-Fdez, J. Casillas, O. Cordón, F. Herrera, Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modelling, Soft Computing, 2005, in press.
-
-
-
-
4
-
-
34848886269
-
-
C. Couvreur, P. Couvreur, Neural networks and statistics: a naive comparison, 1997.
-
-
-
-
5
-
-
0029352924
-
Fuzzy and neuro-fuzzy computing models for electric load forecasting
-
Dash P.K., Liew A.C., Rahman S., and Dash S. Fuzzy and neuro-fuzzy computing models for electric load forecasting. Eng. Appl. Artificial Intelligence 8 4 (1995) 423-433
-
(1995)
Eng. Appl. Artificial Intelligence
, vol.8
, Issue.4
, pp. 423-433
-
-
Dash, P.K.1
Liew, A.C.2
Rahman, S.3
Dash, S.4
-
6
-
-
0002158185
-
Testing the adequacy of smooth transition autoregressive models
-
Eitrheim O., and Teräsvirta T. Testing the adequacy of smooth transition autoregressive models. J. Econometrics 74 (1996) 59-76
-
(1996)
J. Econometrics
, vol.74
, pp. 59-76
-
-
Eitrheim, O.1
Teräsvirta, T.2
-
8
-
-
0037331913
-
Data-driven linguistic modelling using relational fuzzy rules
-
Gaweda A., and Zurada J. Data-driven linguistic modelling using relational fuzzy rules. IEEE Trans. Fuzzy Systems 11 1 (2003) 121-134
-
(2003)
IEEE Trans. Fuzzy Systems
, vol.11
, Issue.1
, pp. 121-134
-
-
Gaweda, A.1
Zurada, J.2
-
9
-
-
0027167176
-
-
J.-S. Roger Jang, C.-T. Sun, Predicting chaotic time series with fuzzy if-then rules, In: Proc. of IEEE Internat. Conf. Fuzzy Systems, 1993.
-
-
-
-
10
-
-
0027601884
-
ANFIS: adaptive-network-based fuzzy inference system
-
Jang J.-S.R. ANFIS: adaptive-network-based fuzzy inference system. IEEE Trans. Systems Man and Cybernet. 23 3 (1993) 665-684
-
(1993)
IEEE Trans. Systems Man and Cybernet.
, vol.23
, Issue.3
, pp. 665-684
-
-
Jang, J.-S.R.1
-
11
-
-
0037191007
-
Short-term load forecasting based on artificial neural networks parallels implementation
-
Kalaitzakis K., Stavrakakis G.S., and Anagnostakis E.M. Short-term load forecasting based on artificial neural networks parallels implementation. Electric Power Systems Res. 63 (2002) 185-196
-
(2002)
Electric Power Systems Res.
, vol.63
, pp. 185-196
-
-
Kalaitzakis, K.1
Stavrakakis, G.S.2
Anagnostakis, E.M.3
-
12
-
-
0035670764
-
Evolving fuzzy neural networks for supervised/unsupervised online knowledge-based learning
-
Kasabov N. Evolving fuzzy neural networks for supervised/unsupervised online knowledge-based learning. IEEE Trans. Systems Man and Cybernet. Part B 31 6 (2001) 902-918
-
(2001)
IEEE Trans. Systems Man and Cybernet. Part B
, vol.31
, Issue.6
, pp. 902-918
-
-
Kasabov, N.1
-
13
-
-
0035659641
-
On-line learning, reasoning, rule extraction and aggregation in locally optimized evolving fuzzy neural networks
-
Kasabov N. On-line learning, reasoning, rule extraction and aggregation in locally optimized evolving fuzzy neural networks. Neurocomputing 41 (2001) 25-45
-
(2001)
Neurocomputing
, vol.41
, pp. 25-45
-
-
Kasabov, N.1
-
14
-
-
0037190984
-
Kohonen neural network and wavelet transform based approach to short-term load forecasting
-
Kim C., Yu I., and Song Y.H. Kohonen neural network and wavelet transform based approach to short-term load forecasting. Electric Power Systems Res. 63 (2002) 169-176
-
(2002)
Electric Power Systems Res.
, vol.63
, pp. 169-176
-
-
Kim, C.1
Yu, I.2
Song, Y.H.3
-
15
-
-
0032845493
-
HyFIS: adaptive neuro-fuzzy inference systems and their application to nonlinear dynamical systems
-
Kim J., and Kasabov N. HyFIS: adaptive neuro-fuzzy inference systems and their application to nonlinear dynamical systems. Neural Networks 12 (1999) 1301-1319
-
(1999)
Neural Networks
, vol.12
, pp. 1301-1319
-
-
Kim, J.1
Kasabov, N.2
-
17
-
-
0036754795
-
An intelligent sales forecasting system through integration of artificial neural networks and fuzzy neural networks with fuzzy weight elimination
-
Kuo R.J., Wu P., and Wang C.P. An intelligent sales forecasting system through integration of artificial neural networks and fuzzy neural networks with fuzzy weight elimination. Neural Networks 15 7 (2002) 909-925
-
(2002)
Neural Networks
, vol.15
, Issue.7
, pp. 909-925
-
-
Kuo, R.J.1
Wu, P.2
Wang, C.P.3
-
18
-
-
0032319359
-
A decision support system for sales forecasting through fuzzy neural networks with asymmetric fuzzy weights
-
Kuo R.J., and Xue K.C. A decision support system for sales forecasting through fuzzy neural networks with asymmetric fuzzy weights. Decision Support System 24 2 (1998) 105-126
-
(1998)
Decision Support System
, vol.24
, Issue.2
, pp. 105-126
-
-
Kuo, R.J.1
Xue, K.C.2
-
19
-
-
34848817589
-
-
A. Lendasse, M. Verleysen, E. de Bodt, M. Cottrell, P. Grégoire, Forecasting time-series by Kohonen classification, In: European Symposium on Artificial Neural Networks, Brussels, April 1998.
-
-
-
-
20
-
-
0001034441
-
A new artificial neural network based fuzzy inference system with moving consequents in if-then rules and selected applications
-
Leski J., and Czogala E. A new artificial neural network based fuzzy inference system with moving consequents in if-then rules and selected applications. Fuzzy Sets and Systems 108 (1999) 289-297
-
(1999)
Fuzzy Sets and Systems
, vol.108
, pp. 289-297
-
-
Leski, J.1
Czogala, E.2
-
21
-
-
0000894103
-
Testing linearity against smooth transition autoregressive models
-
Luukkonen R., Saikkonen P., and Teräsvirta T. Testing linearity against smooth transition autoregressive models. Biometrika 75 (1998) 491-499
-
(1998)
Biometrika
, vol.75
, pp. 491-499
-
-
Luukkonen, R.1
Saikkonen, P.2
Teräsvirta, T.3
-
22
-
-
0032301756
-
Predicting a chaotic time series using a fuzzy neural network
-
Maguire L.P., Roche B., McGuinnity T.M., and McDaid L.J. Predicting a chaotic time series using a fuzzy neural network. Inform. Sci. 112 1-4 (1998) 125-136
-
(1998)
Inform. Sci.
, vol.112
, Issue.1-4
, pp. 125-136
-
-
Maguire, L.P.1
Roche, B.2
McGuinnity, T.M.3
McDaid, L.J.4
-
25
-
-
34848815240
-
-
M.C. Medeiros, T. Teräsvirta, G. Rech, Building neural network models for time series: a statistical approach, J. Forecasting, forthcoming.
-
-
-
-
26
-
-
0001121243
-
A hybrid linear-neural model for time series forecasting
-
Medeiros M.C., and Veiga A. A hybrid linear-neural model for time series forecasting. IEEE Trans. Neural Networks 11 6 (2000) 1402-1412
-
(2000)
IEEE Trans. Neural Networks
, vol.11
, Issue.6
, pp. 1402-1412
-
-
Medeiros, M.C.1
Veiga, A.2
-
27
-
-
0141976692
-
Diagnostic checking in a flexible nonlinear time series model
-
Medeiros M.C., and Veiga A. Diagnostic checking in a flexible nonlinear time series model. J. Time Series Anal. 24 (2003) 461-482
-
(2003)
J. Time Series Anal.
, vol.24
, pp. 461-482
-
-
Medeiros, M.C.1
Veiga, A.2
-
28
-
-
13844275978
-
A flexible coefficient smooth transition time series model
-
Medeiros M.C., and Veiga A. A flexible coefficient smooth transition time series model. IEEE Trans. Neural Networks 16 1 (2005) 97-113
-
(2005)
IEEE Trans. Neural Networks
, vol.16
, Issue.1
, pp. 97-113
-
-
Medeiros, M.C.1
Veiga, A.2
-
30
-
-
0031193365
-
Nonlinear time-series forecasting: a fuzzy-neural approach
-
Nie J. Nonlinear time-series forecasting: a fuzzy-neural approach. Neurocomputing 16 (1997) 63-76
-
(1997)
Neurocomputing
, vol.16
, pp. 63-76
-
-
Nie, J.1
-
31
-
-
34848878811
-
-
D. Nieto, J.L. Aznarte, F. Alba, J.M. Benítez, C. Díaz de la Guardia, C. De Linares, Modelling and forecasting Olea Europaea L. airborne pollen concentrations in Granada (Southern Spain) using Soft Computing, In: Polen, vol. 14, 2004, pp. 372-373.
-
-
-
-
32
-
-
0040805946
-
Business cycle non-linearities in UK consumption and production
-
Ocal N., and Osborn D.R. Business cycle non-linearities in UK consumption and production. J. Appl. Econometrics 15 (2000) 27-43
-
(2000)
J. Appl. Econometrics
, vol.15
, pp. 27-43
-
-
Ocal, N.1
Osborn, D.R.2
-
33
-
-
34848916884
-
-
G. Rech, Forecasting with artificial neural network models, Working Paper Series in Economics and Finance 491, Stockholm School of Economics, February 2002, available at 〈http://www.ideas.repec.org/p/hhs/hastef/0491.html〉.
-
-
-
-
34
-
-
34848908196
-
-
W.S. Sarle, Neural networks and statistical models, In: Proc. of the Nineteenth Annual SAS Users Group International Conference, April 1994, Cary, NC, SAS Institute, 1994, pp. 1538-1550.
-
-
-
-
35
-
-
4944249799
-
Membership functions and probability measures of fuzzy sets
-
Singpurwalla N.D., and Booker J.M. Membership functions and probability measures of fuzzy sets. J. Amer. Statist. Assoc. 99 467 (2004) 867-877
-
(2004)
J. Amer. Statist. Assoc.
, vol.99
, Issue.467
, pp. 867-877
-
-
Singpurwalla, N.D.1
Booker, J.M.2
-
36
-
-
0036433586
-
The use of a neural network to forecast daily grass pollen concentration in a Mediterranean region: the southern part of the Iberian Peninsula
-
Sánchez-Mesa J.A., Galán C., Martínez Heras J.A., and Hervás Martínez C. The use of a neural network to forecast daily grass pollen concentration in a Mediterranean region: the southern part of the Iberian Peninsula. Clinical Experimental Allergy 32 (2002) 1606-1612
-
(2002)
Clinical Experimental Allergy
, vol.32
, pp. 1606-1612
-
-
Sánchez-Mesa, J.A.1
Galán, C.2
Martínez Heras, J.A.3
Hervás Martínez, C.4
-
37
-
-
0034541159
-
Short term electric load forecasting via fuzzy neural collaboration
-
Tamimi M., and Egbert R. Short term electric load forecasting via fuzzy neural collaboration. Electric Power Systems Res. 56 (2000) 243-248
-
(2000)
Electric Power Systems Res.
, vol.56
, pp. 243-248
-
-
Tamimi, M.1
Egbert, R.2
-
38
-
-
84923053681
-
Specification, estimation and evaluation of smooth transition autoregresive models
-
Teräsvirta T. Specification, estimation and evaluation of smooth transition autoregresive models. J. Amer. Statist. Assoc. 89 (1994) 208-218
-
(1994)
J. Amer. Statist. Assoc.
, vol.89
, pp. 208-218
-
-
Teräsvirta, T.1
-
39
-
-
34848849258
-
-
T. Teräsvirta, D. van Dijk, M. Medeiros, Linear models, smooth transition autoregressions, and neural networks for forecasting macroeconomic time series: a re-examination, Technical Report 561, Stockholm School of Economics, July 2004.
-
-
-
-
40
-
-
0018067185
-
-
H. Tong, On a threshold model, Pattern Recognition Signal Process., 1978.
-
-
-
-
42
-
-
85045980281
-
Smooth transition autoregresive models-a survey of recent developments
-
van Dijk D., Teräsvirta T., and Franses P.H. Smooth transition autoregresive models-a survey of recent developments. Econometric Rev. 21 1 (2002) 1-47
-
(2002)
Econometric Rev.
, vol.21
, Issue.1
, pp. 1-47
-
-
van Dijk, D.1
Teräsvirta, T.2
Franses, P.H.3
-
43
-
-
34848921686
-
-
J. Vázquez-Abad, F. Fdez-Riverola, J.M. Corchado, Forecasting economic cycles with conectionist models, In: I Internat. Meeting on Economic Cycles, 2000.
-
-
-
-
44
-
-
34248666540
-
Fuzzy sets
-
Zadeh L.A. Fuzzy sets. Inform. and Control 3 8 (1965) 338-353
-
(1965)
Inform. and Control
, vol.3
, Issue.8
, pp. 338-353
-
-
Zadeh, L.A.1
|