-
1
-
-
32444446490
-
Automated neonatal seizure detection: A multistage classification system through feature selection based on relevance and redundancy analysis
-
A. Aarabi, F. Wallois, and R. Grebe Automated neonatal seizure detection: a multistage classification system through feature selection based on relevance and redundancy analysis Clin. Neurophysiol. 117 2006 328 340
-
(2006)
Clin. Neurophysiol.
, vol.117
, pp. 328-340
-
-
Aarabi, A.1
Wallois, F.2
Grebe, R.3
-
2
-
-
56349089940
-
Support vector machines combined with feature selection for breast cancer diagnosis
-
M.F. Akay Support vector machines combined with feature selection for breast cancer diagnosis Expert Syst. Appl. 36 2009 3240 3247
-
(2009)
Expert Syst. Appl.
, vol.36
, pp. 3240-3247
-
-
Akay, M.F.1
-
3
-
-
30344483921
-
On learning algorithm selection for classification
-
S. Ali, and K.A. Smith On learning algorithm selection for classification Appl. Soft Comput. 6 2006 119 138
-
(2006)
Appl. Soft Comput.
, vol.6
, pp. 119-138
-
-
Ali, S.1
Smith, K.A.2
-
4
-
-
34147111649
-
Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression
-
S. An, W. Liu, and S. Venkatesh Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression Pattern Recogn. 40 2007 2154 2162
-
(2007)
Pattern Recogn.
, vol.40
, pp. 2154-2162
-
-
An, S.1
Liu, W.2
Venkatesh, S.3
-
5
-
-
79951552114
-
Selecting safer building products in practice
-
J. Atlee Selecting safer building products in practice J. Clean. Prod. 19 2011 459 463
-
(2011)
J. Clean. Prod.
, vol.19
, pp. 459-463
-
-
Atlee, J.1
-
6
-
-
84864953124
-
Landslide susceptibility assessment in Vietnam using support vector machines, decision tree, and naïve bayes models
-
D.T. Bui, B. Pradhan, O. Lofman, and I. Revhaug Landslide susceptibility assessment in Vietnam using support vector machines, decision tree, and naïve bayes models Math. Probl. Eng. 2012 2012 1 26
-
(2012)
Math. Probl. Eng.
, vol.2012
, pp. 1-26
-
-
Bui, D.T.1
Pradhan, B.2
Lofman, O.3
Revhaug, I.4
-
7
-
-
77949658813
-
Application of relevance vector machine and logistic regression for machine degradation assessment
-
W. Caesarendra, A. Widodo, and B.-S. Yang Application of relevance vector machine and logistic regression for machine degradation assessment Mech. Syst. Signal Process. 24 2010 1161 1171
-
(2010)
Mech. Syst. Signal Process.
, vol.24
, pp. 1161-1171
-
-
Caesarendra, W.1
Widodo, A.2
Yang, B.-S.3
-
10
-
-
83555179186
-
Selection of effective features for ECG beat recognition based on nonlinear correlations
-
Y.-H. Chen, and S.-N. Yu Selection of effective features for ECG beat recognition based on nonlinear correlations Artif. Intell. Med. 54 2012 43 52
-
(2012)
Artif. Intell. Med.
, vol.54
, pp. 43-52
-
-
Chen, Y.-H.1
Yu, S.-N.2
-
11
-
-
0035581097
-
Building project scope definition using project definition rating index
-
C.-S. Cho, and G.E. Gibson Jr. Building project scope definition using project definition rating index J. Archit. Eng. 7 2001 115 125
-
(2001)
J. Archit. Eng.
, vol.7
, pp. 115-125
-
-
Cho, C.-S.1
Gibson, G.E.2
-
12
-
-
0004326740
-
-
Construction Industry Institute (cii) Implementation Resource 155-2, Austin, TX
-
Construction Industry Institute (CII) Project Definition Rating Index (PDRI) - Building Projects Implementation Resource 155-2, Austin, TX 1999
-
(1999)
Project Definition Rating Index (PDRI) - Building Projects
-
-
-
13
-
-
0024861871
-
Approximation by superpositions of a sigmoidal function
-
G. Cybenko Approximation by superpositions of a sigmoidal function Math. Control Signal 2 1989 303 314
-
(1989)
Math. Control Signal
, vol.2
, pp. 303-314
-
-
Cybenko, G.1
-
14
-
-
19344364327
-
Predicting breast cancer survivability: A comparison of three data mining methods
-
D. Delen, G. Walker, and A. Kadam Predicting breast cancer survivability: a comparison of three data mining methods Artif. Intell. Med. 34 2005 113 127
-
(2005)
Artif. Intell. Med.
, vol.34
, pp. 113-127
-
-
Delen, D.1
Walker, G.2
Kadam, A.3
-
15
-
-
38649138750
-
Forecasting financial condition of Chinese listed companies based on support vector machine
-
Y. Ding, X. Song, and Y. Zen Forecasting financial condition of Chinese listed companies based on support vector machine Expert Syst. Appl. 34 2008 3081 3089
-
(2008)
Expert Syst. Appl.
, vol.34
, pp. 3081-3089
-
-
Ding, Y.1
Song, X.2
Zen, Y.3
-
16
-
-
0034981810
-
A comparison of machine learning methods for the diagnosis of pigmented skin lesions
-
S. Dreiseitl, L. Ohno-Machado, H. Kittler, S. Vinterbo, H. Billhardt, and M. Binder A comparison of machine learning methods for the diagnosis of pigmented skin lesions J. Biomed. Inf. 34 2001 28 36
-
(2001)
J. Biomed. Inf.
, vol.34
, pp. 28-36
-
-
Dreiseitl, S.1
Ohno-Machado, L.2
Kittler, H.3
Vinterbo, S.4
Billhardt, H.5
Binder, M.6
-
18
-
-
84878501878
-
Model-supported business-to-business prospect prediction based on an iterative customer acquisition framework
-
J. D'Haen, and D. van den Poel Model-supported business-to-business prospect prediction based on an iterative customer acquisition framework Ind. Mark. Manag. 42 2013 544 551
-
(2013)
Ind. Mark. Manag.
, vol.42
, pp. 544-551
-
-
D'Haen, J.1
Van Den Poel, D.2
-
19
-
-
60849127572
-
Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets
-
A. Fernández, M.J. del Jesus, and F. Herrera Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets Int. J. Approx. Reason 50 2009 561 577
-
(2009)
Int. J. Approx. Reason
, vol.50
, pp. 561-577
-
-
Fernández, A.1
Del Jesus, M.J.2
Herrera, F.3
-
20
-
-
80052951934
-
A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems
-
M. Gao, X. Hong, S. Chen, and C.J. Harris A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems Neurocomputing 74 2011 3456 3466
-
(2011)
Neurocomputing
, vol.74
, pp. 3456-3466
-
-
Gao, M.1
Hong, X.2
Chen, S.3
Harris, C.J.4
-
21
-
-
0032146239
-
Artificial neural networks (the multilayer perceptron) - A review of applications in the atmospheric sciences
-
M.W. Gardner, and S.R. Dorling Artificial neural networks (the multilayer perceptron) - A review of applications in the atmospheric sciences Atmos. Environ. 32 1998 2627 2636
-
(1998)
Atmos. Environ.
, vol.32
, pp. 2627-2636
-
-
Gardner, M.W.1
Dorling, S.R.2
-
22
-
-
84856265945
-
Identification of motion from multi-channel EMG signals for control of prosthetic hand
-
P. Geethanjali, and K.K. Ray Identification of motion from multi-channel EMG signals for control of prosthetic hand Australas. Phys. Eng. Sci. Med. 34 2011 419 427
-
(2011)
Australas. Phys. Eng. Sci. Med.
, vol.34
, pp. 419-427
-
-
Geethanjali, P.1
Ray, K.K.2
-
26
-
-
84885007765
-
Comparison of schedule delay and causal factors between traditional and green construction projects
-
B.-G. Hwang, and L.P. Leong Comparison of schedule delay and causal factors between traditional and green construction projects Technol. Econ. Dev. Eco. 19 2013 310 330
-
(2013)
Technol. Econ. Dev. Eco.
, vol.19
, pp. 310-330
-
-
Hwang, B.-G.1
Leong, L.P.2
-
27
-
-
0024125987
-
Capabilities of three-layered perceptrons
-
B. Irie, and S. Miyake Capabilities of three-layered perceptrons Proc. IEEE Int. Conf. on Neural Networks, 24-27 July 1988, San Diego, CA 1988 641 648
-
(1988)
Proc. IEEE Int. Conf. on Neural Networks, 24-27 July 1988, San Diego, CA
, pp. 641-648
-
-
Irie, B.1
Miyake, S.2
-
28
-
-
84886441701
-
A proposed classification of data mining techniques in credit scoring
-
A. Keramati, and N. Yousefi A proposed classification of data mining techniques in credit scoring Proc. 2011 Int. Conf. on Industrial Engineering and Operations Management, 22-24 January 2011, Kuala Lumpur, Malaysia 2011 416 424
-
(2011)
Proc. 2011 Int. Conf. on Industrial Engineering and Operations Management, 22-24 January 2011, Kuala Lumpur, Malaysia
, pp. 416-424
-
-
Keramati, A.1
Yousefi, N.2
-
30
-
-
0031381525
-
Wrappers for feature subset selection
-
R. Kohavi, and G.H. John Wrappers for feature subset selection Artif. Intell. 97 1997 273 324
-
(1997)
Artif. Intell.
, vol.97
, pp. 273-324
-
-
Kohavi, R.1
John, G.H.2
-
31
-
-
7244248755
-
A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression
-
T. Li, C. Zhang, and M. Ogihara A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression Bioinformatic 20 2004 2429 2437
-
(2004)
Bioinformatic
, vol.20
, pp. 2429-2437
-
-
Li, T.1
Zhang, C.2
Ogihara, M.3
-
32
-
-
77952554315
-
A learning method for the class imbalance problem with medical data sets
-
D.-C. Li, C.-W. Liu, and S.C. Hu A learning method for the class imbalance problem with medical data sets Comput. Biol. Med. 40 2010 509 518
-
(2010)
Comput. Biol. Med.
, vol.40
, pp. 509-518
-
-
Li, D.-C.1
Liu, C.-W.2
Hu, S.C.3
-
33
-
-
0000865860
-
Some issues on scalable feature selection
-
H. Liu, and R. Setiono Some issues on scalable feature selection Expert Syst. Appl. 15 1998 333 339
-
(1998)
Expert Syst. Appl.
, vol.15
, pp. 333-339
-
-
Liu, H.1
Setiono, R.2
-
34
-
-
70349562484
-
OWA rough set model for forecasting the revenues growth rate of the electronic industry
-
J.-W. Liu, C.-H. Cheng, Y.-H. Chen, and T.-L. Chen OWA rough set model for forecasting the revenues growth rate of the electronic industry Expert Syst. Appl. 37 2010 610 617
-
(2010)
Expert Syst. Appl.
, vol.37
, pp. 610-617
-
-
Liu, J.-W.1
Cheng, C.-H.2
Chen, Y.-H.3
Chen, T.-L.4
-
35
-
-
44749088791
-
Prediction models of human plasma protein binding rate and oral bioavailability derived by using GA-CG-SVM method
-
C.-Y. Ma, S.-Y. Yang, H. Zhang, M.-L. Xiang, Q. Huang, and Y.-Q. Wei Prediction models of human plasma protein binding rate and oral bioavailability derived by using GA-CG-SVM method J. Pharm. Biomed. 47 2008 677 682
-
(2008)
J. Pharm. Biomed.
, vol.47
, pp. 677-682
-
-
Ma, C.-Y.1
Yang, S.-Y.2
Zhang, H.3
Xiang, M.-L.4
Huang, Q.5
Wei, Y.-Q.6
-
37
-
-
17844363481
-
Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters
-
J.H. Min, and Y.-C. Lee Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters Expert Syst. Appl. 28 2005 603 614
-
(2005)
Expert Syst. Appl.
, vol.28
, pp. 603-614
-
-
Min, J.H.1
Lee, Y.-C.2
-
38
-
-
49449083313
-
Feature selection using localized generalization error for supervised classification problems using RBFNN
-
W.W.Y. Ng, D.S. Yeung, M. Firth, E.C.C. Tsang, and X.-Z. Wang Feature selection using localized generalization error for supervised classification problems using RBFNN Pattern Recogn. 41 2008 3706 3719
-
(2008)
Pattern Recogn.
, vol.41
, pp. 3706-3719
-
-
Ng, W.W.Y.1
Yeung, D.S.2
Firth, M.3
Tsang, E.C.C.4
Wang, X.-Z.5
-
39
-
-
82255192254
-
Comparative analysis of data mining methods for bankruptcy prediction
-
D.L. Olson, D. Delen, and Y. Meng Comparative analysis of data mining methods for bankruptcy prediction Decis. Supp. Syst. 52 2012 464 473
-
(2012)
Decis. Supp. Syst.
, vol.52
, pp. 464-473
-
-
Olson, D.L.1
Delen, D.2
Meng, Y.3
-
40
-
-
33646744577
-
Constructability practices to manage sustainable building knowledge
-
M.H. Pulaski, M.J. Horman, and D.R. Riley Constructability practices to manage sustainable building knowledge J. Archit. Eng. 12 2006 83 92
-
(2006)
J. Archit. Eng.
, vol.12
, pp. 83-92
-
-
Pulaski, M.H.1
Horman, M.J.2
Riley, D.R.3
-
43
-
-
78650330073
-
Greening project management practices for sustainable construction
-
L.B. Robichaud, and V.S. Anantatmula Greening project management practices for sustainable construction J. Manage. Eng. 27 2011 48 57
-
(2011)
J. Manage. Eng.
, vol.27
, pp. 48-57
-
-
Robichaud, L.B.1
Anantatmula, V.S.2
-
44
-
-
70649086974
-
Project feasibility study: The key to successful implementation of sustainable and socially responsible construction management practice
-
L.-Y. Shen, V.W.Y. Tam, L. Tam, and Y.-B. Ji Project feasibility study: the key to successful implementation of sustainable and socially responsible construction management practice J. Clean. Prod. 18 2010 254 259
-
(2010)
J. Clean. Prod.
, vol.18
, pp. 254-259
-
-
Shen, L.-Y.1
Tam, V.W.Y.2
Tam, L.3
Ji, Y.-B.4
-
45
-
-
65649138430
-
A systematic analysis of performance measures for classification tasks
-
M. Sokolova, and G. Lapalme A systematic analysis of performance measures for classification tasks Inf. Process. Manag. 45 2009 427 437
-
(2009)
Inf. Process. Manag.
, vol.45
, pp. 427-437
-
-
Sokolova, M.1
Lapalme, G.2
-
46
-
-
84863714416
-
Hybrid principal component analysis and support vector machine model for predicting the cost performance of commercial building projects using pre-project planning variables
-
H. Son, C. Kim, and C. Kim Hybrid principal component analysis and support vector machine model for predicting the cost performance of commercial building projects using pre-project planning variables Autom. Constr. 27 2012 60 66
-
(2012)
Autom. Constr.
, vol.27
, pp. 60-66
-
-
Son, H.1
Kim, C.2
Kim, C.3
-
47
-
-
84856600813
-
Estimating the risk of fire outbreaks in the natural environment
-
D. Stojanova, A. Kobler, P. Ogrinc, B. Ženko, and S. Džeroski Estimating the risk of fire outbreaks in the natural environment Data Min. Knowl. Disc. 24 2012 411 442
-
(2012)
Data Min. Knowl. Disc.
, vol.24
, pp. 411-442
-
-
Stojanova, D.1
Kobler, A.2
Ogrinc, P.3
Ženko, B.4
Džeroski, S.5
-
48
-
-
84855913313
-
Project delivery metrics for sustainable, high-performance buildings
-
L. Swarup, S. Korkmaz, and D. Riley Project delivery metrics for sustainable, high-performance buildings J. Constr. Eng. Manage. 137 2011 1043 1051
-
(2011)
J. Constr. Eng. Manage.
, vol.137
, pp. 1043-1051
-
-
Swarup, L.1
Korkmaz, S.2
Riley, D.3
-
49
-
-
33748905735
-
-
U.s. Environmental Protection Agency EPA Web site
-
U.S. Environmental Protection Agency Basic Information 2010 EPA Web site http://www.epa.gov/greenbuilding/pubs/about.htm
-
(2010)
Basic Information
-
-
-
50
-
-
78951482304
-
-
U.s. Environmental Protection Agency EPA Web site
-
U.S. Environmental Protection Agency Why Build Green? 2010 EPA Web site, http://www.epa.gov/greenbuilding/pubs/whybuild.htm
-
(2010)
Why Build Green?
-
-
-
53
-
-
0002660750
-
The support vector method of function estimation
-
J.A.K. Suykens, J.P.L. Vandewalle, Springer New York, NY
-
V. Vapnik The support vector method of function estimation J.A.K. Suykens, J.P.L. Vandewalle, Nonlinear Modeling: Advanced Black Box Techniques 1998 Springer New York, NY 55 85
-
(1998)
Nonlinear Modeling: Advanced Black Box Techniques
, pp. 55-85
-
-
Vapnik, V.1
-
55
-
-
77949488890
-
A study of preproject planning and project success using ANNs and regression models
-
Y.-R. Wang, and G.E. Gibson A study of preproject planning and project success using ANNs and regression models Autom. Constr. 19 2010 341 346
-
(2010)
Autom. Constr.
, vol.19
, pp. 341-346
-
-
Wang, Y.-R.1
Gibson, G.E.2
-
56
-
-
12444320350
-
Gene selection from microarray data for cancer classification - A machine learning approach
-
Y. Wang, I.V. Tetko, M.A. Hall, E. Frank, A. Facius, K.F.X. Mayer, and H.W. Mewes Gene selection from microarray data for cancer classification - a machine learning approach Comput. Biol. Chem. 29 2005 37 46
-
(2005)
Comput. Biol. Chem.
, vol.29
, pp. 37-46
-
-
Wang, Y.1
Tetko, I.V.2
Hall, M.A.3
Frank, E.4
Facius, A.5
Mayer, K.F.X.6
Mewes, H.W.7
-
57
-
-
84859217983
-
Predicting construction cost and schedule success using artificial neural networks ensemble and support vector machines classification models
-
Y.-R. Wang, C.-Y. Yu, and H.-H. Chan Predicting construction cost and schedule success using artificial neural networks ensemble and support vector machines classification models Int. J. Proj. Manage. 30 2012 470 478
-
(2012)
Int. J. Proj. Manage.
, vol.30
, pp. 470-478
-
-
Wang, Y.-R.1
Yu, C.-Y.2
Chan, H.-H.3
-
58
-
-
0034118581
-
Neural network credit scoring models
-
D. West Neural network credit scoring models Comput. Oper. Res. 27 2000 1131 1152
-
(2000)
Comput. Oper. Res.
, vol.27
, pp. 1131-1152
-
-
West, D.1
-
60
-
-
42949153286
-
Model of customer churn prediction on support vector machine
-
G.-E. Xia, and W.-D. Jin Model of customer churn prediction on support vector machine Syst. Eng. Theory Pract. 28 2008 71 77
-
(2008)
Syst. Eng. Theory Pract.
, vol.28
, pp. 71-77
-
-
Xia, G.-E.1
Jin, W.-D.2
-
61
-
-
84892449637
-
Paradigm shift toward sustainable commercial project development
-
X. Zhang Paradigm shift toward sustainable commercial project development Habitat Int. 42 2014 186 192
-
(2014)
Habitat Int.
, vol.42
, pp. 186-192
-
-
Zhang, X.1
-
62
-
-
79959949901
-
Green property development practice in China: Costs and barriers
-
X. Zhang, A. Platten, and L. Shen Green property development practice in China: costs and barriers Build. Environ. 46 2011 2153 2160
-
(2011)
Build. Environ.
, vol.46
, pp. 2153-2160
-
-
Zhang, X.1
Platten, A.2
Shen, L.3
-
63
-
-
78649326769
-
Green strategy for gaining competitive advantage in housing development: A China study
-
X. Zhang, L. Shen, and Y. Wu Green strategy for gaining competitive advantage in housing development: a China study J. Clean. Prod. 19 2011 157 167
-
(2011)
J. Clean. Prod.
, vol.19
, pp. 157-167
-
-
Zhang, X.1
Shen, L.2
Wu, Y.3
-
64
-
-
84867594311
-
Life cycle assessment of the air emissions during building construction process: A case study in Hong Kong, Renew
-
X. Zhang, L. Shen, and L. Zhang Life cycle assessment of the air emissions during building construction process: a case study in Hong Kong, Renew Sust. Energ. Rev. 17 2013 160 169
-
(2013)
Sust. Energ. Rev.
, vol.17
, pp. 160-169
-
-
Zhang, X.1
Shen, L.2
Zhang, L.3
|