-
1
-
-
84872548270
-
-
Airport station (ASOS/AWOS). [online], Available
-
Airport station (ASOS/AWOS). [online], Available: http://climate. sdstate. edu/airport/surface/archive. asp.
-
-
-
-
3
-
-
70349151031
-
-
U. S. Department of Energy, [online], Available
-
U. S. Department of Energy (2008) The smart grid: an introduction; [online], Available: http://www. oe. energy. gov/smartgrid. htm.
-
(2008)
The smart grid: An introduction
-
-
-
4
-
-
33644535120
-
Framework for regression-based missing data imputation methods in online mspc
-
Arteaga F, Ferrer A (2005) Framework for regression-based missing data imputation methods in online mspc. J Chemom 19(8): 439-447.
-
(2005)
J Chemom
, vol.19
, Issue.8
, pp. 439-447
-
-
Arteaga, F.1
Ferrer, A.2
-
5
-
-
0022452523
-
Stochastic simulation of hourly and daily average wind speed sequences
-
Balouktsis A, Tsanakas D, Vachtsevanos G (1986) Stochastic simulation of hourly and daily average wind speed sequences. Wind Eng 10(1): 1-11.
-
(1986)
Wind Eng
, vol.10
, Issue.1
, pp. 1-11
-
-
Balouktsis, A.1
Tsanakas, D.2
Vachtsevanos, G.3
-
7
-
-
0030211964
-
Bagging predictors
-
Breiman L (1996) Bagging predictors. Mach Learn 24(2): 123-140.
-
(1996)
Mach Learn
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
8
-
-
0030211964
-
Bagging predictors
-
Breiman L (1996) Bagging predictors. Mach Learn 24(2): 123-140.
-
(1996)
Mach Learn
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
9
-
-
0035478854
-
Random forests
-
Breiman L (2001) Random forests. Mach Learn 45(1): 5-32.
-
(2001)
Mach Learn
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
12
-
-
0031211090
-
A decision-theoretic generalization of online learning and application to boosting
-
Freund Y, Schapire RE (1997) A decision-theoretic generalization of online learning and application to boosting. J Comput Syst Sci 55(1): 119-139.
-
(1997)
J Comput Syst Sci
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
15
-
-
33244459555
-
A self-organizing learning array system for power quality classification based on wavelet transform
-
He H, Starzyk JA (2006) A self-organizing learning array system for power quality classification based on wavelet transform. IEEE Trans Power Deliv 21: 286-295.
-
(2006)
IEEE Trans Power Deliv
, vol.21
, pp. 286-295
-
-
He, H.1
Starzyk, J.A.2
-
16
-
-
0032139235
-
Random subspace method for constructing decision forests
-
Ho TK (1998) Random subspace method for constructing decision forests. IEEE Trans Pattern Anal Mach Intell 20(8): 832-844.
-
(1998)
IEEE Trans Pattern Anal Mach Intell
, vol.20
, Issue.8
, pp. 832-844
-
-
Ho, T.K.1
-
17
-
-
0011187879
-
Multiple classifier combination: lessons and next steps
-
Ho TK (2003) Multiple classifier combination: lessons and next steps. Hybrid Methods Pattern Recognit (2): 219-230.
-
(2003)
Hybrid Methods Pattern Recognit
, vol.2
, pp. 219-230
-
-
Ho, T.K.1
-
19
-
-
0001940458
-
Adaptive mixtures of local experts
-
Jacobs RA, Jordan MI, Nowlan SJ, Hinton GE (1991) Adaptive mixtures of local experts. Neural Comput 3(1): 79-87.
-
(1991)
Neural Comput
, vol.3
, Issue.1
, pp. 79-87
-
-
Jacobs, R.A.1
Jordan, M.I.2
Nowlan, S.J.3
Hinton, G.E.4
-
20
-
-
0001940458
-
Hierarchical mixtures of experts and the em algorithm
-
Jordan MJ, Jacobs RA (1991) Hierarchical mixtures of experts and the em algorithm. Neural Comput 6(2): 79-87.
-
(1991)
Neural Comput
, vol.6
, Issue.2
, pp. 79-87
-
-
Jordan, M.J.1
Jacobs, R.A.2
-
21
-
-
0029617280
-
Convergence results for the em approach to mixtures of experts architectures
-
Jordan MJ, Xu L (1995) Convergence results for the em approach to mixtures of experts architectures. Neural Netw 8(9): 1409-1431.
-
(1995)
Neural Netw
, vol.8
, Issue.9
, pp. 1409-1431
-
-
Jordan, M.J.1
Xu, L.2
-
22
-
-
0001931325
-
Time series models to simulate and forecast hourly averaged wind speed in Quetta, Pakistan
-
Kamal L, Jafri YZ (1997) Time series models to simulate and forecast hourly averaged wind speed in Quetta, Pakistan. Sol Energy 61(1): 23-32.
-
(1997)
Sol Energy
, vol.61
, Issue.1
, pp. 23-32
-
-
Kamal, L.1
Jafri, Y.Z.2
-
25
-
-
0032021555
-
On combining classifiers
-
Kittler J, Hatel M, Duin RPW, Matas J (1998) On combining classifiers. IEEE Trans Pattern Anal Mach Intell 20(3): 226-239.
-
(1998)
IEEE Trans Pattern Anal Mach Intell
, vol.20
, Issue.3
, pp. 226-239
-
-
Kittler, J.1
Hatel, M.2
Duin, R.P.W.3
Matas, J.4
-
26
-
-
85054435084
-
-
chapter Neural network ensembles, cross validation and active learning. MIT Press
-
Krogh A, Vedelsby J (1995) Advances in neural information processing systems, volume 7, chapter Neural network ensembles, cross validation and active learning. MIT Press, pp 231-238.
-
(1995)
Advances in neural information processing systems
, vol.7
, pp. 231-238
-
-
Krogh, A.1
Vedelsby, J.2
-
27
-
-
0037403516
-
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
-
Kuncheva LI, Whitaker CJ (2003) Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy. Mach Learn 51: 181-207.
-
(2003)
Mach Learn
, vol.51
, pp. 181-207
-
-
Kuncheva, L.I.1
Whitaker, C.J.2
-
31
-
-
0024884032
-
Conceptual modeling of coincident failures in multiversion software
-
Littlewood B, Miller D (1989) Conceptual modeling of coincident failures in multiversion software. IEEE Trans Softw Eng 15(12): 1596-1614.
-
(1989)
IEEE Trans Softw Eng
, vol.15
, Issue.12
, pp. 1596-1614
-
-
Littlewood, B.1
Miller, D.2
-
32
-
-
0035506257
-
Analyzing data sets with missing data: an empirical evaluation of imputation methods and likelihood-based methods
-
Myrtveit I, Stensrud E, Olsson E (2001) Analyzing data sets with missing data: an empirical evaluation of imputation methods and likelihood-based methods. IEEE Trans Softw Eng 27(11): 999-1013.
-
(2001)
IEEE Trans Softw Eng
, vol.27
, Issue.11
, pp. 999-1013
-
-
Myrtveit, I.1
Stensrud, E.2
Olsson, E.3
-
33
-
-
0000551189
-
Popular ensemble methods: an empirical study
-
Opitz D, Maclin R (1999) Popular ensemble methods: an empirical study. J Artif Intell Res 11: 169-198.
-
(1999)
J Artif Intell Res
, vol.11
, pp. 169-198
-
-
Opitz, D.1
Maclin, R.2
-
34
-
-
0346955658
-
The impact of bootstrap methods on time series analysis
-
Politis DN (2003) The impact of bootstrap methods on time series analysis. Stat Sci 18(2): 219-230.
-
(2003)
Stat Sci
, vol.18
, Issue.2
, pp. 219-230
-
-
Politis, D.N.1
-
35
-
-
0030367578
-
Ensemble learning using decorrelated neural networks
-
Rosen B (1996) Ensemble learning using decorrelated neural networks. Conn Sci 8(3/4): 373-383.
-
(1996)
Conn Sci
, vol.8
, Issue.3-4
, pp. 373-383
-
-
Rosen, B.1
-
37
-
-
0030539070
-
Multiple imputation after 18+ years
-
Rubin DB (1996) Multiple imputation after 18+ years. J Am Stat Assoc 91(434): 473-489.
-
(1996)
J Am Stat Assoc
, vol.91
, Issue.434
, pp. 473-489
-
-
Rubin, D.B.1
-
38
-
-
34548229532
-
-
chapter prediction with missing Inputs
-
Sarle WS (1998) Proceedings of JCIS, volume 2, chapter prediction with missing Inputs, pp 399-402.
-
(1998)
Proceedings of JCIS
, vol.2
, pp. 399-402
-
-
Sarle, W.S.1
-
39
-
-
0034286972
-
A comparison of various forecasting techniques applied to mean hourly wind speed time series
-
Sfetsos A (2000) A comparison of various forecasting techniques applied to mean hourly wind speed time series. Renewable Energy 21(1): 23-35.
-
(2000)
Renewable Energy
, vol.21
, Issue.1
, pp. 23-35
-
-
Sfetsos, A.1
-
42
-
-
0035481267
-
Software cost estimation with incomplete data
-
Strike K, Emam KE, Madhavji N (2001) Software cost estimation with incomplete data. IEEE Trans Softw Eng 27(10): 890-908.
-
(2001)
IEEE Trans Softw Eng
, vol.27
, Issue.10
, pp. 890-908
-
-
Strike, K.1
Emam, K.E.2
Madhavji, N.3
-
45
-
-
0026692226
-
Stacked generalization
-
Wolpert DH (1992) Stacked generalization. Neural Netw 5(2): 241-259.
-
(1992)
Neural Netw
, vol.5
, Issue.2
, pp. 241-259
-
-
Wolpert, D.H.1
-
46
-
-
33845432024
-
Self-organizing learning array and its application to economic and financial problems
-
Zhu Z, He H, Starzyk JA, Tseng C (2007) Self-organizing learning array and its application to economic and financial problems. Inform Sci 177: 1180-1192.
-
(2007)
Inform Sci
, vol.177
, pp. 1180-1192
-
-
Zhu, Z.1
He, H.2
Starzyk, J.A.3
Tseng, C.4
-
47
-
-
68549133155
-
Learning from imbalanced data
-
He H, Garcia EA (2009) Learning from imbalanced data. IEEE Trans Knowl Data Eng 21(9): 1263-1284.
-
(2009)
IEEE Trans Knowl Data Eng
, vol.21
, Issue.9
, pp. 1263-1284
-
-
He, H.1
Garcia, E.A.2
|