-
1
-
-
67349276109
-
The relative utility of regression and artificial neural networks models for rapidly predicting the capacity of water supply reservoirs
-
Adeloye A. The relative utility of regression and artificial neural networks models for rapidly predicting the capacity of water supply reservoirs. Environ. Modell. Softw. 2009, 24:1233-1240.
-
(2009)
Environ. Modell. Softw.
, vol.24
, pp. 1233-1240
-
-
Adeloye, A.1
-
2
-
-
36148953966
-
Combining principal component regression and artificial neural networks for more accurate predictions of ground-level ozone
-
Al-Alawi S.M., Abdul-Wahab S.A., Bakheit C.S. Combining principal component regression and artificial neural networks for more accurate predictions of ground-level ozone. Environ. Modell. Softw. 2008, 23(4):396-403.
-
(2008)
Environ. Modell. Softw.
, vol.23
, Issue.4
, pp. 396-403
-
-
Al-Alawi, S.M.1
Abdul-Wahab, S.A.2
Bakheit, C.S.3
-
3
-
-
33749332287
-
Wood dielectric loss factor prediction with artificial neural networks
-
Avramidis S., Iliadis L., Mansfield S.D. Wood dielectric loss factor prediction with artificial neural networks. Wood Sci. Technol. 2006, 40(7):563-574.
-
(2006)
Wood Sci. Technol.
, vol.40
, Issue.7
, pp. 563-574
-
-
Avramidis, S.1
Iliadis, L.2
Mansfield, S.D.3
-
4
-
-
34250690403
-
Artificial neural network and mathematical modeling comparative analysis of nonisothermal diffusion of moisture in wood
-
Avramidis S., Wu H. Artificial neural network and mathematical modeling comparative analysis of nonisothermal diffusion of moisture in wood. Holz Als Roh-und Werkst 2007, 65:89-93.
-
(2007)
Holz Als Roh-und Werkst
, vol.65
, pp. 89-93
-
-
Avramidis, S.1
Wu, H.2
-
5
-
-
0000334686
-
How to develop neural-networks applications
-
Bailey R.L., Thompson D. How to develop neural-networks applications. AI Expert 1990, S(6):38-47.
-
(1990)
AI Expert
, vol.S
, Issue.6
, pp. 38-47
-
-
Bailey, R.L.1
Thompson, D.2
-
6
-
-
0034564603
-
Artificial neural networks: fundamentals, computing, design, and application
-
Basheer I.A., Hajmeer M. Artificial neural networks: fundamentals, computing, design, and application. J. Microbiol. Methods 2000, 43:3-31.
-
(2000)
J. Microbiol. Methods
, vol.43
, pp. 3-31
-
-
Basheer, I.A.1
Hajmeer, M.2
-
7
-
-
0028468293
-
Using mutual information for selecting features in supervised neural netwopk learning
-
Battiti R. Using mutual information for selecting features in supervised neural netwopk learning. IEEE Trans. Neural Networks 1995, 5:537-550.
-
(1995)
IEEE Trans. Neural Networks
, vol.5
, pp. 537-550
-
-
Battiti, R.1
-
8
-
-
57649221780
-
Stochastic sampling design using a multi-objective genetic algorithm and adaptive neural networks
-
Behzadian K., Kapelan Z., Savic D., Ardeshir A. Stochastic sampling design using a multi-objective genetic algorithm and adaptive neural networks. Environ. Modell. Softw. 2009, 24(4):530-541.
-
(2009)
Environ. Modell. Softw.
, vol.24
, Issue.4
, pp. 530-541
-
-
Behzadian, K.1
Kapelan, Z.2
Savic, D.3
Ardeshir, A.4
-
9
-
-
0033400675
-
Comparative accuracies of artificial neural networks and discriminant analysis in predicting forest cover types from cartographic variables
-
Blackard J., Dean D. Comparative accuracies of artificial neural networks and discriminant analysis in predicting forest cover types from cartographic variables. Comput. Electron. Agric. 1999, 24:131-151.
-
(1999)
Comput. Electron. Agric.
, vol.24
, pp. 131-151
-
-
Blackard, J.1
Dean, D.2
-
11
-
-
2642576811
-
Predicting forest attributes in southeast Alaska using artificial neural networks
-
Corne S.A., Carver S.J., Kunin W.E., Lennon J.J., Van Hees W.W.S. Predicting forest attributes in southeast Alaska using artificial neural networks. For. Sci. 2004, 50:259-276.
-
(2004)
For. Sci.
, vol.50
, pp. 259-276
-
-
Corne, S.A.1
Carver, S.J.2
Kunin, W.E.3
Lennon, J.J.4
Van Hees, W.W.S.5
-
12
-
-
77956545822
-
-
Neural network toolbox. For use with Matlab®, User's Guide, V4.
-
Demuth, H., Beale, M., 2001. Neural network toolbox. For use with Matlab®, User's Guide, V4.
-
(2001)
-
-
Demuth, H.1
Beale, M.2
-
13
-
-
22544487549
-
Artificial neural networks as an alternative tool in pine bark volume estimation
-
Diamantopoulou M.J. Artificial neural networks as an alternative tool in pine bark volume estimation. Comput. Electron. Agric. 2005, 48:235-244.
-
(2005)
Comput. Electron. Agric.
, vol.48
, pp. 235-244
-
-
Diamantopoulou, M.J.1
-
14
-
-
77956531788
-
Tree-bole volume estimation on standing pine trees using cascade correlation artificial neural network models
-
Diamantopoulou M.J. Tree-bole volume estimation on standing pine trees using cascade correlation artificial neural network models. Agric. Eng. Inter. CIGR J. Sci. Res. Develop. 2006, 8:1-14.
-
(2006)
Agric. Eng. Inter. CIGR J. Sci. Res. Develop.
, vol.8
, pp. 1-14
-
-
Diamantopoulou, M.J.1
-
15
-
-
38049027371
-
Performance of neural network models with Kalman learning rule for flow routing in a river system
-
Diamantopoulou M.J., Georgiou P., Papamichail D.M. Performance of neural network models with Kalman learning rule for flow routing in a river system. Fresen. Environ. Bull. 2007, 16(11b):1474-1484.
-
(2007)
Fresen. Environ. Bull.
, vol.16
, Issue.11 B
, pp. 1474-1484
-
-
Diamantopoulou, M.J.1
Georgiou, P.2
Papamichail, D.M.3
-
16
-
-
77956544600
-
-
Solving problems in environmental engineering and geosciences with artificial neural networks. Massachusetts, USA.
-
Dowla, U.F., Rogers, L., 1995. Solving problems in environmental engineering and geosciences with artificial neural networks. Massachusetts, USA.
-
(1995)
-
-
Dowla, U.F.1
Rogers, L.2
-
18
-
-
70449375185
-
The roles of nearest neighbor methods in imputing missing data in forest inventory and monitoring databases
-
Eskelson B., Temesgen H., Lemay V., Barrett T., Crookston N., Hudak A. The roles of nearest neighbor methods in imputing missing data in forest inventory and monitoring databases. Scand. J. Forest Res. 2009, 24:235-246.
-
(2009)
Scand. J. Forest Res.
, vol.24
, pp. 235-246
-
-
Eskelson, B.1
Temesgen, H.2
Lemay, V.3
Barrett, T.4
Crookston, N.5
Hudak, A.6
-
19
-
-
0000155950
-
The cascade correlation learning architecture
-
Morgan Kaufmann, San Mateo, CA, D.S. Touretsky (Ed.)
-
Fahlman S.E., Lebiere C. The cascade correlation learning architecture. Advances in Neural Information Processing Systems 2 1990, 524-532. Morgan Kaufmann, San Mateo, CA. D.S. Touretsky (Ed.).
-
(1990)
Advances in Neural Information Processing Systems 2
, pp. 524-532
-
-
Fahlman, S.E.1
Lebiere, C.2
-
24
-
-
77956498404
-
-
Kolmogorov's mapping neural network existence theorem. In: Proceedings of IEEE international Conference on systems Engineering, Dayton
-
Hecht-Nielsen, R., 1987. Kolmogorov's mapping neural network existence theorem. In: Proceedings of IEEE international Conference on systems Engineering, Dayton, pp. 277-280.
-
(1987)
, pp. 277-280
-
-
Hecht-Nielsen, R.1
-
25
-
-
0004199140
-
-
Addison-Wesely Publishing Company, Reading, MA
-
Hecht-Nielsen R. Neurocomputing 1990, Addison-Wesely Publishing Company, Reading, MA.
-
(1990)
Neurocomputing
-
-
Hecht-Nielsen, R.1
-
26
-
-
0000528136
-
A review of current software for handling missing data
-
Hox J.J. A review of current software for handling missing data. Kwantitatieve Methoden 1999, 62:123-138.
-
(1999)
Kwantitatieve Methoden
, vol.62
, pp. 123-138
-
-
Hox, J.J.1
-
27
-
-
33846820421
-
An artificial neural network model for mountainous water-resources management: the case of Cyprus mountainous watersheds
-
Iliadis L.S., Maris F. An artificial neural network model for mountainous water-resources management: the case of Cyprus mountainous watersheds. Environ. Modell. Softw. 2007, 22:1066-1072.
-
(2007)
Environ. Modell. Softw.
, vol.22
, pp. 1066-1072
-
-
Iliadis, L.S.1
Maris, F.2
-
28
-
-
54049100690
-
A neural network approach to simple prediction of soil nitrification potential: a case study in Japanese temperate forests
-
Ito E., Ono K., Ito Y.M., Araki M. A neural network approach to simple prediction of soil nitrification potential: a case study in Japanese temperate forests. Ecol. Model. 2008, 219:200-211.
-
(2008)
Ecol. Model.
, vol.219
, pp. 200-211
-
-
Ito, E.1
Ono, K.2
Ito, Y.M.3
Araki, M.4
-
29
-
-
0030169551
-
Predicting moment-curvature parameters from experimental data
-
Jadid M.N., Fairbairn D.R. Predicting moment-curvature parameters from experimental data. Eng. Appl. Artif. Intell. 1996, 9:303-319.
-
(1996)
Eng. Appl. Artif. Intell.
, vol.9
, pp. 303-319
-
-
Jadid, M.N.1
Fairbairn, D.R.2
-
30
-
-
62349132975
-
Increasing the accuracy of neural network classification using refined training data
-
Kavzoglu T. Increasing the accuracy of neural network classification using refined training data. Environ. Modell. Softw. 2009, 24(7):850-858.
-
(2009)
Environ. Modell. Softw.
, vol.24
, Issue.7
, pp. 850-858
-
-
Kavzoglu, T.1
-
31
-
-
0002621464
-
The overfitting problem in perspective
-
Leahy K. The overfitting problem in perspective. AI Expert 1994, 9(IO):35-36.
-
(1994)
AI Expert
, vol.9
, Issue.IO
, pp. 35-36
-
-
Leahy, K.1
-
32
-
-
32644447136
-
-
USDA Forest Service, SRS-025
-
Leduc D.J., Matney T.G., Belli K.L., Baldwin V.C. Predicting Diameter Distributions of Longleaf Pine Plantations: A Comparison Between Artificial Neural Networks and Other Accepted Methodologies 2001, USDA Forest Service, SRS-025.
-
(2001)
Predicting Diameter Distributions of Longleaf Pine Plantations: A Comparison Between Artificial Neural Networks and Other Accepted Methodologies
-
-
Leduc, D.J.1
Matney, T.G.2
Belli, K.L.3
Baldwin, V.C.4
-
33
-
-
0036113977
-
Extended Kalman filter training of neural networks on a SIMD parallel machine
-
Li S., Wunsch D.C., O'Hair E., Giesselmann M.G. Extended Kalman filter training of neural networks on a SIMD parallel machine. J. Parallel Distr. Com. 2002, 62:544-562.
-
(2002)
J. Parallel Distr. Com.
, vol.62
, pp. 544-562
-
-
Li, S.1
Wunsch, D.C.2
O'Hair, E.3
Giesselmann, M.G.4
-
35
-
-
0042427272
-
Comparison of neural networks and statistical methods in classification of ecological habitats using FIA data
-
Liu C.L., Zhang C.J., Davis D.S., Solomon T.B., BrannCaldwell L.E. Comparison of neural networks and statistical methods in classification of ecological habitats using FIA data. Forest Sci. 2003, 49:619-631.
-
(2003)
Forest Sci.
, vol.49
, pp. 619-631
-
-
Liu, C.L.1
Zhang, C.J.2
Davis, D.S.3
Solomon, T.B.4
BrannCaldwell, L.E.5
-
36
-
-
0032051569
-
The effect of internal parameters and geometry on the performance of back-propagation neural networks: an empirical study
-
Maier H.R., Dandy G.C. The effect of internal parameters and geometry on the performance of back-propagation neural networks: an empirical study. Environ. Modell. Softw. 1998, 13:193-209.
-
(1998)
Environ. Modell. Softw.
, vol.13
, pp. 193-209
-
-
Maier, H.R.1
Dandy, G.C.2
-
37
-
-
0033957764
-
Neural Networks for the prediction and forecasting of water resources variables: a review of modeling issues and applications
-
Maier H.R., Dandy G.C. Neural Networks for the prediction and forecasting of water resources variables: a review of modeling issues and applications. Environ. Modell. Softw. 2000, 15:101-124.
-
(2000)
Environ. Modell. Softw.
, vol.15
, pp. 101-124
-
-
Maier, H.R.1
Dandy, G.C.2
-
38
-
-
0003486924
-
-
Academic Press, San Diego, CA
-
++ 1993, Academic Press, San Diego, CA.
-
(1993)
++
-
-
Masters, T.1
-
40
-
-
44749087176
-
Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems
-
May R.J., Dandy G.C., Maier H.R., Nixon J.B. Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems. Environ. Modell. Softw. 2008, 23(10, 11):1289-1299.
-
(2008)
Environ. Modell. Softw.
, vol.23
, Issue.10-11
, pp. 1289-1299
-
-
May, R.J.1
Dandy, G.C.2
Maier, H.R.3
Nixon, J.B.4
-
41
-
-
44749087316
-
Non-linear variable selection for artificial neural networks using partial mutual information
-
May R.J., Maier H.R., Dandy G.C., Gayani Fernando T.M.K. Non-linear variable selection for artificial neural networks using partial mutual information. Environ. Modell. Softw. 2008, 23(10, 11):1312-1326.
-
(2008)
Environ. Modell. Softw.
, vol.23
, Issue.10-11
, pp. 1312-1326
-
-
May, R.J.1
Maier, H.R.2
Dandy, G.C.3
Gayani Fernando, T.M.K.4
-
42
-
-
53149113747
-
Prediction of urban stormwater quality using artificial neural networks
-
May D.B., Sivakumar M. Prediction of urban stormwater quality using artificial neural networks. Environ. Modell. Softw. 2009, 24:296-302.
-
(2009)
Environ. Modell. Softw.
, vol.24
, pp. 296-302
-
-
May, D.B.1
Sivakumar, M.2
-
43
-
-
35648939584
-
-
Guilford Press, New York
-
McKnight P.E., McKnight K.M., Figueredo A.J., Sidani S. Missing Data: A Gentle Introduction 2007, Guilford Press, New York.
-
(2007)
Missing Data: A Gentle Introduction
-
-
McKnight, P.E.1
McKnight, K.M.2
Figueredo, A.J.3
Sidani, S.4
-
45
-
-
47649097460
-
Comparative study of standard and modern methods for estimating tree bole volume of three species in Turkey
-
Özcelik R., Diamantopoulou M.J., Wiant H.V., Brooks J.R. Comparative study of standard and modern methods for estimating tree bole volume of three species in Turkey. For. Prod. J. 2008, 58(6):73-81.
-
(2008)
For. Prod. J.
, vol.58
, Issue.6
, pp. 73-81
-
-
Özcelik, R.1
Diamantopoulou, M.J.2
Wiant, H.V.3
Brooks, J.R.4
-
49
-
-
0032584921
-
A recursive algorithm based on the extended Kalman filter for the training of feed forward neural models
-
Rivals I., Personnaz L. A recursive algorithm based on the extended Kalman filter for the training of feed forward neural models. Neurocomputing 1998, 20(1-3):279-294.
-
(1998)
Neurocomputing
, vol.20
, Issue.1-3
, pp. 279-294
-
-
Rivals, I.1
Personnaz, L.2
-
50
-
-
0028174533
-
Optimization of groundwater remediation using artificial neural networks with parallel solute transport modeling
-
Rogers L.L., Dowla F.U. Optimization of groundwater remediation using artificial neural networks with parallel solute transport modeling. Water Resour. Res. 1994, 30:457-481.
-
(1994)
Water Resour. Res.
, vol.30
, pp. 457-481
-
-
Rogers, L.L.1
Dowla, F.U.2
-
52
-
-
0031071044
-
Machine vision using artificial neural networks with local 3D neighbourhoods
-
Schmoldt D.L., Pei Li, Lynn Abbott A. Machine vision using artificial neural networks with local 3D neighbourhoods. Comput. Electron. Agric. 1997, 16:255-271.
-
(1997)
Comput. Electron. Agric.
, vol.16
, pp. 255-271
-
-
Schmoldt, D.L.1
Pei, L.2
Lynn Abbott, A.3
-
54
-
-
36148981764
-
Forest measurement and biometrics in pacific Northwest USA: status and future needs of the Pacific Northwest USA
-
Temesgen H., Goerndt M., Johnson G., Adams D., Monseurd R. Forest measurement and biometrics in pacific Northwest USA: status and future needs of the Pacific Northwest USA. J. For. 2007, 105:233-238.
-
(2007)
J. For.
, vol.105
, pp. 233-238
-
-
Temesgen, H.1
Goerndt, M.2
Johnson, G.3
Adams, D.4
Monseurd, R.5
-
56
-
-
33845428996
-
Prediction of timber kiln drying rates by neural networks
-
Wu H., Avramidis S. Prediction of timber kiln drying rates by neural networks. Dry Technol. 2006, 24:1541-1545.
-
(2006)
Dry Technol.
, vol.24
, pp. 1541-1545
-
-
Wu, H.1
Avramidis, S.2
|