-
3
-
-
33745903481
-
Extreme learning machine: Theory and applications
-
December
-
G.-B. Huang, Q.-Y. Zhu, and C-K. Siew, "Extreme learning machine: Theory and applications," Neurocomputing, vol. 70, no. 1-3, pp. 489-501, December 2006.
-
(2006)
Neurocomputing
, vol.70
, Issue.1-3
, pp. 489-501
-
-
Huang, G.-B.1
Zhu, Q.-Y.2
Siew, C.-K.3
-
4
-
-
32944462016
-
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
-
F. Rossi, A. Lendasse, D. François, V. Wertz, and M. Verleysen, "Mutual information for the selection of relevant variables in spectrometric nonlinear modelling," Chemometrics and Intelligent Laboratory Systems, vol, 80, pp. 215-226, 2006.
-
(2006)
Chemometrics and Intelligent Laboratory Systems
, vol.80
, pp. 215-226
-
-
Rossi, F.1
Lendasse, A.2
François, D.3
Wertz, V.4
Verleysen, M.5
-
5
-
-
33749828721
-
Effective input variable selection for function approximation
-
Artificial Neural Networks: ICANN 2006, S. B. Heidelberg, Ed
-
L. J. Herrera, H. Pomares, I. Rojas, M. Verleysen, and A. Guilén, "Effective input variable selection for function approximation," in Artificial Neural Networks: ICANN 2006, ser. Lecture Notes in Computer Science, S. B. Heidelberg, Ed., vol. 4131/2006, 2006, pp. 41-50.
-
(2006)
ser. Lecture Notes in Computer Science
, vol.4131
, pp. 41-50
-
-
Herrera, L.J.1
Pomares, H.2
Rojas, I.3
Verleysen, M.4
Guilén, A.5
-
6
-
-
33847674996
-
Resampling methods for parameter-tree and robust feature selection with mutual information
-
D. Francois, F. Rossi, V. Wertz, and M. Verleysen, "Resampling methods for parameter-tree and robust feature selection with mutual information," Neurocomput., vol. 70, no. 7-9, pp. 1276-1288, 2007.
-
(2007)
Neurocomput
, vol.70
, Issue.7-9
, pp. 1276-1288
-
-
Francois, D.1
Rossi, F.2
Wertz, V.3
Verleysen, M.4
-
7
-
-
3242708140
-
Least angle regression
-
B. Efron, T. Hastie, I. Johnstone, and R. Tibshirani, "Least angle regression," in Annals of Statistics, 2004, vol. 32, no. 2, pp. 407-499.
-
(2004)
Annals of Statistics
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
9
-
-
84901251330
-
Recursive lazy learning for modeling and control
-
G. Bontempi, M. Birattari, and H. Bersini, "Recursive lazy learning for modeling and control," in European Conference on Machine Learning, 1998, pp. 292-303.
-
(1998)
European Conference on Machine Learning
, pp. 292-303
-
-
Bontempi, G.1
Birattari, M.2
Bersini, H.3
-
10
-
-
34548170754
-
Methodology for long-term prediction of time series
-
October
-
A. Sorjamaa, J. Hao, N. Reyhani, Y. Ji, and A. Lendasse, "Methodology for long-term prediction of time series," Neurocomputing, vol. 70, no. 16-18, pp. 2861-2869, October 2007.
-
(2007)
Neurocomputing
, vol.70
, Issue.16-18
, pp. 2861-2869
-
-
Sorjamaa, A.1
Hao, J.2
Reyhani, N.3
Ji, Y.4
Lendasse, A.5
-
11
-
-
25144473309
-
New tools in non-linear modeling and prediction
-
A. Jones, "New tools in non-linear modeling and prediction," Computational Management Science, vol. 1, pp. 109-149, 2004.
-
(2004)
Computational Management Science
, vol.1
, pp. 109-149
-
-
Jones, A.1
-
12
-
-
0000781020
-
Partial least, squares
-
New York: Wiley
-
H. Wold, "Partial least, squares," in Encyclopedia of Statistical Sciences. New York: Wiley, 1985, vol. 6, pp. 581-591.
-
(1985)
Encyclopedia of Statistical Sciences
, vol.6
, pp. 581-591
-
-
Wold, H.1
-
13
-
-
0003413187
-
Neural Networks - A Comprehensive Foundation
-
2nd edition, Prentice Hall
-
S. Haykin, Neural Networks - A Comprehensive Foundation, 2nd edition. Upper Saddle River, New Jersey 07458: Prentice Hall, 1999.
-
(1999)
Upper Saddle River, New Jersey 07458
-
-
Haykin, S.1
-
14
-
-
84887010852
-
A methodology for building regression models using extreme learning machine: Op-elm
-
Accepted for publication in
-
Y. Miche, P. Bas, C. Jutten, O. Simula, and A. Lendasse, "A methodology for building regression models using extreme learning machine: Op-elm." Accepted for publication in ESANN 2008 conference, 2008.
-
(2008)
ESANN 2008 conference
-
-
Miche, Y.1
Bas, P.2
Jutten, C.3
Simula, O.4
Lendasse, A.5
-
15
-
-
0025507952
-
Cmac: An associative neural network alternative to backpropagation
-
October
-
W. T. Miller, F. H. Glanz, and L. G. Kraft, "Cmac: An associative neural network alternative to backpropagation," in Proceedings of the IEEE, October 1990, vol. 70, no. 10, pp. 1561-1567.
-
(1990)
Proceedings of the IEEE
, vol.70
, Issue.10
, pp. 1561-1567
-
-
Miller, W.T.1
Glanz, F.H.2
Kraft, L.G.3
-
17
-
-
33646231022
-
-
T. Similä and J. Tikka, Multiresponse sparse regression with application to multidimensional scaling, in Lecture Notes in Computer Science, 3697. International Conference on Artificial Neural Networks (ICANN), Warsaw, Poland, September 11-15, 2005, pp. 97-102.
-
T. Similä and J. Tikka, "Multiresponse sparse regression with application to multidimensional scaling," in Lecture Notes in Computer Science, vol. 3697. International Conference on Artificial Neural Networks (ICANN), Warsaw, Poland, September 11-15, 2005, pp. 97-102.
-
-
-
-
18
-
-
56349146356
-
-
ESTSP2007 Conference: http://www.estsp.org.
-
(2007)
Conference
-
-
-
19
-
-
56349138511
-
-
A. Lendasse, Ed., Proceedings of ESTSP 2007. P.O. Box 5400, 020.15 HUT, Finland: Helsinki University of Technology, Laboratory of Computer and Information Science, ISBN: 978-951-22-8601-0, 2007.
-
A. Lendasse, Ed., Proceedings of ESTSP 2007. P.O. Box 5400, 020.15 HUT, Finland: Helsinki University of Technology, Laboratory of Computer and Information Science, ISBN: 978-951-22-8601-0, 2007.
-
-
-
-
20
-
-
56349117940
-
-
Http://www.cis.hut.fi/projects/tsp/ESTSP.
-
-
-
-
21
-
-
56349107793
-
-
Http://www.cis.hut.fi/projects/tsp/?page=Timeseries.
-
-
-
|