-
1
-
-
59349107270
-
A recursive PLS-based soft sensor for prediction of the melt index during grade change operations in HDPE plant
-
January 1
-
F. Ahmed, S. Nazir, and Y. Yeo A recursive PLS-based soft sensor for prediction of the melt index during grade change operations in HDPE plant Korean J. Chem. Eng. 26 January (1) 2009 14 20
-
(2009)
Korean J. Chem. Eng.
, vol.26
, pp. 14-20
-
-
Ahmed, F.1
Nazir, S.2
Yeo, Y.3
-
2
-
-
38149105933
-
Early drift detection method
-
Baena-García, M., del Campo-Ávila, J., Fidalgo, R., Bifet, A., Gavaldà, R., Morales-Bueno, R., September 18 2006. Early drift detection method. In: ECML/PKDD 2006 Workshop on Knowledge Discovery from Data Streams. p. 1.
-
(2006)
ECML/PKDD 2006 Workshop on Knowledge Discovery from Data Streams
-
-
Baena-García, M.1
Del Campo-Ávila, J.2
Fidalgo, R.3
Bifet, A.4
Gavaldà, R.5
Morales-Bueno, R.6
-
3
-
-
84904208247
-
Enhancing data stream predictions with reliability estimators and explanation
-
September 0
-
Z. Bosnić, J. Demšar, G. Kešpret, P.P. Rodrigues, J. Gama, and I. Kononenko Enhancing data stream predictions with reliability estimators and explanation Eng. Appl. Artif. Intell. 34 September (0) 2014 178 192
-
(2014)
Eng. Appl. Artif. Intell.
, vol.34
, pp. 178-192
-
-
Bosnić, Z.1
Demšar, J.2
Kešpret, G.3
Rodrigues, P.P.4
Gama, J.5
Kononenko, I.6
-
4
-
-
84891166135
-
Reacting to different types of concept drift the accuracy updated ensemble algorithm
-
January 1
-
D. Brzezinski, and J. Stefanowski Reacting to different types of concept drift the accuracy updated ensemble algorithm IEEE Trans. Neural Netw. Learn. Syst. 25 January (1) 2014 81 94
-
(2014)
IEEE Trans. Neural Netw. Learn. Syst.
, vol.25
, pp. 81-94
-
-
Brzezinski, D.1
Stefanowski, J.2
-
5
-
-
84900461314
-
Neural network ensembles based on copula methods and distributed multiobjective central force optimization algorithm
-
June 0
-
M. Chao, S.Z. Xin, and L.S. Min Neural network ensembles based on copula methods and distributed multiobjective central force optimization algorithm Eng. Appl. Artif. Intell. 32 June (0) 2014 203 212
-
(2014)
Eng. Appl. Artif. Intell.
, vol.32
, pp. 203-212
-
-
Chao, M.1
Xin, S.Z.2
Min, L.S.3
-
6
-
-
34147105043
-
Application of a PSO-based neural network in analysis of outcomes of construction claims
-
August 5
-
K.-W. Chau Application of a PSO-based neural network in analysis of outcomes of construction claims Autom. Constr. 16 August (5) 2007 642 646
-
(2007)
Autom. Constr.
, vol.16
, pp. 642-646
-
-
Chau, K.-W.1
-
7
-
-
24944573867
-
Long-term prediction of discharges in Manwan Reservoir using artificial neural network models
-
Springer Berlin Heidelberg
-
Cheng, C., Chau, K.-W., Sun, Y., Lin, J., 2005. Long-term prediction of discharges in Manwan Reservoir using artificial neural network models. In: Advances in Neural Networks (ISNN 2005). Lecture Notes in Computer Science, vol. 3498. Springer Berlin Heidelberg, pp. 1040-1045.
-
(2005)
Advances in Neural Networks (ISNN 2005). Lecture Notes in Computer Science
, vol.3498
, pp. 1040-1045
-
-
Cheng, C.1
Chau, K.-W.2
Sun, Y.3
Lin, J.4
-
8
-
-
7444250934
-
Fast and light boosting for adaptive mining of data streams
-
Springer Berlin Heidelberg
-
Chu, F., Zaniolo, C., 2004. Fast and light boosting for adaptive mining of data streams. In: Advances in Knowledge Discovery and Data Mining. Lecture Notes in Computer Science, Vol. 3056. Springer Berlin Heidelberg, pp. 282-292.
-
(2004)
Advances in Knowledge Discovery and Data Mining. Lecture Notes in Computer Science
, vol.3056
, pp. 282-292
-
-
Chu, F.1
Zaniolo, C.2
-
9
-
-
0027530250
-
SIMPLS an alternative approach to partial least squares regression
-
March 3
-
S. de Jong SIMPLS an alternative approach to partial least squares regression Chemom. Intell. Lab. Syst. 18 March (3) 1993 251 263
-
(1993)
Chemom. Intell. Lab. Syst.
, vol.18
, pp. 251-263
-
-
De Jong, S.1
-
10
-
-
84904158524
-
Ensemble aggregation methods for relocating models of rare events
-
September 0
-
C. D'Este, G. Timms, A. Turnbull, and A. Rahman Ensemble aggregation methods for relocating models of rare events Eng. Appl. Artif. Intell. 34 September (0) 2014 58 65
-
(2014)
Eng. Appl. Artif. Intell.
, vol.34
, pp. 58-65
-
-
D'Este, C.1
Timms, G.2
Turnbull, A.3
Rahman, A.4
-
13
-
-
80053634784
-
Incremental learning of concept drift in nonstationary environments
-
October 10
-
R. Elwell, and R. Polikar Incremental learning of concept drift in nonstationary environments IEEE Trans. Neural Netw. 22 October (10) 2011 1517 1531
-
(2011)
IEEE Trans. Neural Netw.
, vol.22
, pp. 1517-1531
-
-
Elwell, R.1
Polikar, R.2
-
15
-
-
44349146289
-
-
(Advances in Industrial Control). Springer-Verlag New York, Inc., Secaucus, NJ, USA
-
Fortuna, L., Graziani, S., Rizzo, A., Xibilia, M.G., 2006. Soft Sensors for Monitoring and Control of Industrial Processes (Advances in Industrial Control). Springer-Verlag New York, Inc., Secaucus, NJ, USA.
-
(2006)
Soft Sensors for Monitoring and Control of Industrial Processes
-
-
Fortuna, L.1
Graziani, S.2
Rizzo, A.3
Xibilia, M.G.4
-
16
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
August 1
-
Y. Freund, and R.E. Schapire A decision-theoretic generalization of on-line learning and an application to boosting J. Comput. Syst. Sci. 55 August (1) 1997 119 139
-
(1997)
J. Comput. Syst. Sci.
, vol.55
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
17
-
-
0002432565
-
Multivariate adaptive regression splines
-
March 1
-
J.H. Friedman Multivariate adaptive regression splines Ann. Stat. 19 March (1) 1991 1 67
-
(1991)
Ann. Stat.
, vol.19
, pp. 1-67
-
-
Friedman, J.H.1
-
19
-
-
54249106794
-
A new image thresholding method based on gaussian mixture model
-
November 2
-
Z.-K. Huang, and K.-W. Chau A new image thresholding method based on gaussian mixture model Appl. Math. Comput. 205 November (2) 2008 899 907
-
(2008)
Appl. Math. Comput.
, vol.205
, pp. 899-907
-
-
Huang, Z.-K.1
Chau, K.-W.2
-
20
-
-
84888352195
-
Viscosity virtual sensor to control combustion in fossil fuel power plants
-
P.H. Ibargüengoytia, M.A. Delgadillo, U.A. García, and A. Reyes Viscosity virtual sensor to control combustion in fossil fuel power plants Eng. Appl. Artif. Intell. 26 9 2013 2153 2163
-
(2013)
Eng. Appl. Artif. Intell.
, vol.26
, Issue.9
, pp. 2153-2163
-
-
Ibargüengoytia, P.H.1
Delgadillo, M.A.2
García, U.A.3
Reyes, A.4
-
22
-
-
79954599740
-
Local learning-based adaptive soft sensor for catalyst activation prediction
-
August 5
-
P. Kadlec, and B. Gabrys Local learning-based adaptive soft sensor for catalyst activation prediction AIChE Journal 57 August (5) 2011 1288 1301
-
(2011)
AIChE Journal
, vol.57
, pp. 1288-1301
-
-
Kadlec, P.1
Gabrys, B.2
-
23
-
-
78649468188
-
Review of adaptation mechanisms for data-driven soft sensors
-
January 1
-
P. Kadlec, R. Grbić, and B. Gabrys Review of adaptation mechanisms for data-driven soft sensors Comput. Chem. Eng. 35 January (1) 2011 1 24
-
(2011)
Comput. Chem. Eng.
, vol.35
, pp. 1-24
-
-
Kadlec, P.1
Grbić, R.2
Gabrys, B.3
-
24
-
-
80053188234
-
Variable window adaptive kernel principal component analysis for nonlinear nonstationary process monitoring
-
October 3
-
I.B. Khediri, M. Limam, and C. Weihs Variable window adaptive kernel principal component analysis for nonlinear nonstationary process monitoring Comput. Ind. Eng. 61 October (3) 2011 437 446
-
(2011)
Comput. Ind. Eng.
, vol.61
, pp. 437-446
-
-
Khediri, I.B.1
Limam, M.2
Weihs, C.3
-
25
-
-
48849092230
-
Meta-learning, model selection, and example selection in machine learning domains with concept drift
-
Klinkenberg, R., October 2005. Meta-learning, model selection, and example selection in machine learning domains with concept drift. In: Proceedings of Annual Workshop of the Special Interest Group on Machine Learning, Knowledge Discovery, and Data Mining. FGML-2005. pp. 164-171.
-
(2005)
Proceedings of Annual Workshop of the Special Interest Group on Machine Learning, Knowledge Discovery, and Data Mining. FGML-2005
, pp. 164-171
-
-
Klinkenberg, R.1
-
27
-
-
35148838877
-
The weighted majority algorithm
-
February 2
-
N. Littlestone, and M.K. Warmuth The weighted majority algorithm Inf. Comput. 108 February (2) 1994 212 261
-
(1994)
Inf. Comput.
, vol.108
, pp. 212-261
-
-
Littlestone, N.1
Warmuth, M.K.2
-
28
-
-
67650083264
-
Soft chemical analyzer development using adaptive least-squares support vector regression with selective pruning and variable moving window size
-
May 12
-
Y. Liu, N. Hu, H. Wang, and P. Li Soft chemical analyzer development using adaptive least-squares support vector regression with selective pruning and variable moving window size Ind. Eng. Chem. Res. 48 May (12) 2009 5731 5741
-
(2009)
Ind. Eng. Chem. Res.
, vol.48
, pp. 5731-5741
-
-
Liu, Y.1
Hu, N.2
Wang, H.3
Li, P.4
-
29
-
-
77949913486
-
The impact of diversity on online ensemble learning in the presence of concept drift
-
May 5
-
L.L. Minku, A.P. White, and X. Yao The impact of diversity on online ensemble learning in the presence of concept drift IEEE Trans. Knowl. Data Eng. 22 May (5) 2010 730 742
-
(2010)
IEEE Trans. Knowl. Data Eng.
, vol.22
, pp. 730-742
-
-
Minku, L.L.1
White, A.P.2
Yao, X.3
-
30
-
-
84857738059
-
DDD a new ensemble approach for dealing with concept drift
-
April 4
-
L.L. Minku, and X. Yao DDD a new ensemble approach for dealing with concept drift IEEE Trans. Knowl. Data Eng. 24 April (4) 2012 619 633
-
(2012)
IEEE Trans. Knowl. Data Eng.
, vol.24
, pp. 619-633
-
-
Minku, L.L.1
Yao, X.2
-
32
-
-
84862208873
-
Localized, adaptive recursive partial least squares regression for dynamic system modeling
-
May 23
-
W. Ni, S.K. Tan, W.J. Ng, and S.D. Brown Localized, adaptive recursive partial least squares regression for dynamic system modeling Ind. Eng. Chem. Res. 51 May (23) 2012 8025 8039
-
(2012)
Ind. Eng. Chem. Res.
, vol.51
, pp. 8025-8039
-
-
Ni, W.1
Tan, S.K.2
Ng, W.J.3
Brown, S.D.4
-
34
-
-
26444530040
-
ACE: Adaptive classifiers-ensemble system for concept-drifting environments
-
Springer Berlin Heidelberg
-
Nishida, K., Yamauchi, K., Omori, T., 2005. ACE: Adaptive classifiers-ensemble system for concept-drifting environments. In: Multiple Classifier Systems. Lecture Notes in Computer Science, Vol. 3541. Springer Berlin Heidelberg, pp. 176-185.
-
(2005)
Multiple Classifier Systems. Lecture Notes in Computer Science
, vol.3541
, pp. 176-185
-
-
Nishida, K.1
Yamauchi, K.2
Omori, T.3
-
36
-
-
0032044750
-
Recursive PLS algorithms for adaptive data modeling
-
January 4-5
-
S.J. Qin Recursive PLS algorithms for adaptive data modeling Comput. Chem. Eng. 22 January (4-5) 1998 503 514
-
(1998)
Comput. Chem. Eng.
, vol.22
, pp. 503-514
-
-
Qin, S.J.1
-
37
-
-
84869141699
-
IBLStreams a system for instance-based classification and regression on data streams
-
December 4
-
A. Shaker, and E. Hüllermeier IBLStreams a system for instance-based classification and regression on data streams Evol. Syst. 3 December (4) 2012 235 249
-
(2012)
Evol. Syst.
, vol.3
, pp. 235-249
-
-
Shaker, A.1
Hüllermeier, E.2
-
38
-
-
53549111586
-
An assessment of combining tourism demand forecasts over different time horizons
-
November 2
-
S. Shen, G. Li, and H. Song An assessment of combining tourism demand forecasts over different time horizons J. Travel Res. 47 November (2) 2008 197 207
-
(2008)
J. Travel Res.
, vol.47
, pp. 197-207
-
-
Shen, S.1
Li, G.2
Song, H.3
-
39
-
-
33745780111
-
Experiments with AdaBoost.RT, an improved boosting scheme for regression
-
July 7
-
D.L. Shrestha, and D.P. Solomatine Experiments with AdaBoost.RT, an improved boosting scheme for regression Neural Comput. 18 July (7) 2006 1678 1710
-
(2006)
Neural Comput.
, vol.18
, pp. 1678-1710
-
-
Shrestha, D.L.1
Solomatine, D.P.2
-
40
-
-
84884161728
-
Comparison of a genetic algorithm and simulated annealing for automatic neural network ensemble development
-
December 0
-
S. Soares, C.H. Antunes, and R. Araújo Comparison of a genetic algorithm and simulated annealing for automatic neural network ensemble development Neurocomputing 121 December (0) 2013 498 511
-
(2013)
Neurocomputing
, vol.121
, pp. 498-511
-
-
Soares, S.1
Antunes, C.H.2
Araújo, R.3
-
41
-
-
84864680335
-
A genetic algorithm for designing neural network ensembles
-
July 07-11 ACM
-
Soares, S.G., Antunes, C.H., Araújo, R., July 07-11 2012. A genetic algorithm for designing neural network ensembles. In: Proc.of the 4th Int. Conf. on Genetic and Evolutionary Computation. ACM, pp. 681-688.
-
(2012)
Proc.Of the 4th Int. Conf. on Genetic and Evolutionary Computation
, pp. 681-688
-
-
Soares, S.G.1
Antunes, C.H.2
Araújo, R.3
-
42
-
-
84890030656
-
Mixture of partial least squares experts and application in prediction settings with multiple operating modes
-
January
-
F.A.A. Souza, and R. Araújo Mixture of partial least squares experts and application in prediction settings with multiple operating modes Chemom. Intell. Lab. Syst. 130 January 2014 192 202
-
(2014)
Chemom. Intell. Lab. Syst.
, vol.130
, pp. 192-202
-
-
Souza, F.A.A.1
Araújo, R.2
-
43
-
-
84868367414
-
Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice Lagoon
-
December 8
-
R. Taormina, K.-W. Chau, and R. Sethi Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice Lagoon Eng. Appl. Artif. Intell. 25 December (8) 2012 1670 1676
-
(2012)
Eng. Appl. Artif. Intell.
, vol.25
, pp. 1670-1676
-
-
Taormina, R.1
Chau, K.-W.2
Sethi, R.3
-
44
-
-
84861186931
-
Chemical gas sensor drift compensation using classifier ensembles
-
May 0
-
A. Vergara, S. Vembu, T. Ayhan, M.A. Ryan, M.L. Homer, and R. Huerta Chemical gas sensor drift compensation using classifier ensembles Sens. Actuat. B: Chem. 166-167 May (0) 2012 320 329
-
(2012)
Sens. Actuat. B: Chem.
, vol.166-167
, pp. 320-329
-
-
Vergara, A.1
Vembu, S.2
Ayhan, T.3
Ryan, M.A.4
Homer, M.L.5
Huerta, R.6
-
45
-
-
0030126609
-
Learning in the presence of concept drift and hidden contexts
-
April 1
-
G. Widmer, and M. Kubat Learning in the presence of concept drift and hidden contexts Mach. Learn. 23 April (1) 1996 69 101
-
(1996)
Mach. Learn.
, vol.23
, pp. 69-101
-
-
Widmer, G.1
Kubat, M.2
-
46
-
-
2942719559
-
-
Eigenvector Research, Inc.
-
Wise, B.M., Gallagher, N.B., Bro, R., Shaver, J.M., 2003. PLS Toolbox 3.0. Eigenvector Research, Inc.
-
(2003)
PLS Toolbox 3.0
-
-
Wise, B.M.1
Gallagher, N.B.2
Bro, R.3
Shaver, J.M.4
-
47
-
-
70349777454
-
Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques
-
August 8
-
C.L. Wu, K.-W. Chau, and Y.S. Li Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques Water Resources Res. 45 August (8) 2009 1 23
-
(2009)
Water Resources Res.
, vol.45
, pp. 1-23
-
-
Wu, C.L.1
Chau, K.-W.2
Li, Y.S.3
-
48
-
-
2342567014
-
Soft sensing modeling based on support vector machine and bayesian model selection
-
July 8
-
W. Yan, H. Shao, and X. Wang Soft sensing modeling based on support vector machine and bayesian model selection Comput. Chem. Eng. 28 July (8) 2004 1489 1498
-
(2004)
Comput. Chem. Eng.
, vol.28
, pp. 1489-1498
-
-
Yan, W.1
Shao, H.2
Wang, X.3
-
49
-
-
67650173866
-
Multilayer ensemble pruning via novel multi-sub-swarm particle swarm optimization
-
February 4
-
J. Zhang, and K.-W. Chau Multilayer ensemble pruning via novel multi-sub-swarm particle swarm optimization J. Univ. Comput. Sci. 15 February (4) 2009 840 858
-
(2009)
J. Univ. Comput. Sci.
, vol.15
, pp. 840-858
-
-
Zhang, J.1
Chau, K.-W.2
-
50
-
-
79951756430
-
-
Technical Report, Faculty of Mathematics and Informatics, Vilnius University
-
Zliobaite, I., 2009. Learning under concept drift: an overview. Technical Report, Faculty of Mathematics and Informatics, Vilnius University.
-
(2009)
Learning under Concept Drift: An Overview
-
-
Zliobaite, I.1
|