-
1
-
-
0030302438
-
An artificial neural network for the classification of ASAS directional measurements
-
Abuelgasim, A., Gopal, S., Irons, J., and Strahler, A. (1996), An artificial neural network for the classification of ASAS directional measurements. Remote Sens. Environ. 57:79-87.
-
(1996)
Remote Sens. Environ.
, vol.57
, pp. 79-87
-
-
Abuelgasim, A.1
Gopal, S.2
Irons, J.3
Strahler, A.4
-
2
-
-
0025453627
-
Neural network approaches versus statistical methods in classification of multisource remote sensing data
-
Benediktsson, J., Swain, P., and Ersoy, O. K. (1990), Neural network approaches versus statistical methods in classification of multisource remote sensing data. IEEE Trans. Geosci. Remote. Sens. 28:540-552.
-
(1990)
IEEE Trans. Geosci. Remote. Sens.
, vol.28
, pp. 540-552
-
-
Benediktsson, J.1
Swain, P.2
Ersoy, O.K.3
-
3
-
-
0003802343
-
-
Wadsworth, Belmont, CA
-
Breiman, L., Friedman, J. H., Olshen, R. A., and Stone, C. J. (1984), Classification and Regression Trees. Wadsworth, Belmont, CA.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
4
-
-
85118837783
-
Addressing the selective superiority problem: Automatic algorithm/model class selection
-
Morgan Kaufmann, Amherst, MA
-
Brodley, C. E. (1993), Addressing the selective superiority problem: automatic algorithm/model class selection. In Machine Learning: Proceedings of the Tenth International Conference, Morgan Kaufmann, Amherst, MA, pp. 17-24.
-
(1993)
Machine Learning: Proceedings of the Tenth International Conference
, pp. 17-24
-
-
Brodley, C.E.1
-
5
-
-
0002976263
-
Recursive automatic bias selection for classifier construction
-
Brodley, C. E. (1995a), Recursive automatic bias selection for classifier construction. Mach. Learn. 20:63-94.
-
(1995)
Mach. Learn.
, vol.20
, pp. 63-94
-
-
Brodley, C.E.1
-
6
-
-
0030354375
-
Identifying and eliminating mislabeled training instances
-
AAAI Press, Portland, OR
-
Brodley, C. E., and Friedl, M. A. (1996), Identifying and eliminating mislabeled training instances. In Proceedings of the Thirteenth National Conference on Artificial Intelligence, AAAI Press, Portland, OR, pp. 799-805.
-
(1996)
Proceedings of the Thirteenth National Conference on Artificial Intelligence
, pp. 799-805
-
-
Brodley, C.E.1
Friedl, M.A.2
-
7
-
-
0001858087
-
Multivariate decision trees
-
Brodley, C. E., and Utgoff, P. E. (1995b), Multivariate decision trees. Mach. Learn. 19:45-77.
-
(1995)
Mach. Learn.
, vol.19
, pp. 45-77
-
-
Brodley, C.E.1
Utgoff, P.E.2
-
8
-
-
0002117591
-
A further comparison of splitting rules for decision-tree induction
-
Buntine, W., and Niblett, T. (1992), A further comparison of splitting rules for decision-tree induction. Mach. Learn. 8:75-85.
-
(1992)
Mach. Learn.
, vol.8
, pp. 75-85
-
-
Buntine, W.1
Niblett, T.2
-
9
-
-
0002589699
-
Recursive partitioning: A versatile method for exploratory data analysis in biostatistics
-
(I. B. McNeil and G. J. Umphrey, Eds.), Reidel, New York
-
Ciampi, A., Chang, C. H., Hogg, S., and McKinney, S. (1987), Recursive partitioning: a versatile method for exploratory data analysis in biostatistics. In Biostatistics (I. B. McNeil and G. J. Umphrey, Eds.), Reidel, New York, pp. 23-50.
-
(1987)
Biostatistics
, pp. 23-50
-
-
Ciampi, A.1
Chang, C.H.2
Hogg, S.3
McKinney, S.4
-
10
-
-
0028582679
-
NDVI-derived land cover classifications at a global scale
-
Defries, R. S., and Townsend, J. R. G. (1994), NDVI-derived land cover classifications at a global scale. Int. J. Remote Sens. 15:3567-3586.
-
(1994)
Int. J. Remote Sens.
, vol.15
, pp. 3567-3586
-
-
Defries, R.S.1
Townsend, J.R.G.2
-
11
-
-
0028976641
-
Land processes in climate models
-
Dickinson, R. (1995), Land processes in climate models. Remote Sens. Environ. 51:27-38.
-
(1995)
Remote Sens. Environ.
, vol.51
, pp. 27-38
-
-
Dickinson, R.1
-
12
-
-
0027007816
-
The 1990 conterminous U.S. AVHRR data set
-
Eidenshink, J. C. (1992), The 1990 conterminous U.S. AVHRR data set. Photogramm. Eng. Remote Sens. 58:809-813.
-
(1992)
Photogramm. Eng. Remote Sens.
, vol.58
, pp. 809-813
-
-
Eidenshink, J.C.1
-
13
-
-
0003024008
-
On the handling of continuous-valued attributes in decision tree generation
-
Fayyad, U. M., and Irani, K. B. (1992a), On the handling of continuous-valued attributes in decision tree generation. Mach. Learn. 8:87-102.
-
(1992)
Mach. Learn.
, vol.8
, pp. 87-102
-
-
Fayyad, U.M.1
Irani, K.B.2
-
14
-
-
0027002165
-
The attribute selection problem in decision tree generation
-
MIT Press, San Jose, CA
-
Fayyad, U. M., and Irani, K. B. (1992b), The attribute selection problem in decision tree generation. In Proceedings of the Tenth 'National Conference on Artificial Intelligence, MIT Press, San Jose, CA, pp. 104-110.
-
(1992)
Proceedings of the Tenth 'National Conference on Artificial Intelligence
, pp. 104-110
-
-
Fayyad, U.M.1
Irani, K.B.2
-
17
-
-
0028167349
-
Theory and methods for accuracy assessment of thematic maps using fuzzy sets
-
Gopal, S., and Woodcock, C. E. (1994), Theory and methods for accuracy assessment of thematic maps using fuzzy sets. Photogramm. Eng. Remote Sens. 60:181-188.
-
(1994)
Photogramm. Eng. Remote Sens.
, vol.60
, pp. 181-188
-
-
Gopal, S.1
Woodcock, C.E.2
-
18
-
-
0030104285
-
Remote sensing of forest change using artificial neural networks
-
Gopal, S., and Woodcock, C. E. (1996), Remote sensing of forest change using artificial neural networks. IEEE Trans. Geosci. Remote Sens. 34:398-404.
-
(1996)
IEEE Trans. Geosci. Remote Sens.
, vol.34
, pp. 398-404
-
-
Gopal, S.1
Woodcock, C.E.2
-
19
-
-
0026614859
-
Vegetation canopy par absorptance and the normalized difference
-
Coward, S. N., and Huemmrich, K. F. (1992), Vegetation canopy PAR absorptance and the normalized difference. Remote Sens. Environ. 39:119-140.
-
(1992)
Remote Sens. Environ.
, vol.39
, pp. 119-140
-
-
Coward, S.N.1
Huemmrich, K.F.2
-
20
-
-
0028976638
-
Status of remote sensing algorithms for estimation of land surface state parameters
-
Hall, F. G., Townsend, J. R., and Engman, E. T. (1995), Status of remote sensing algorithms for estimation of land surface state parameters. Remote Sens. Environ. 51:138-156.
-
(1995)
Remote Sens. Environ.
, vol.51
, pp. 138-156
-
-
Hall, F.G.1
Townsend, J.R.2
Engman, E.T.3
-
21
-
-
0022624923
-
Linear function neurons: Structure and training
-
Hampson, S. E., and Volper, D. J. (1986), Linear function neurons: structure and training. Biol. Cybern. 53:203-217.
-
(1986)
Biol. Cybern.
, vol.53
, pp. 203-217
-
-
Hampson, S.E.1
Volper, D.J.2
-
22
-
-
0029667616
-
Classification trees: An alternative to traditional land cover classifiers
-
Hansen, M., Dubayah, R., and Defries, R. (1996), Classification trees: an alternative to traditional land cover classifiers. Int. J. Remote Sens. 17:1075-1081.
-
(1996)
Int. J. Remote Sens.
, vol.17
, pp. 1075-1081
-
-
Hansen, M.1
Dubayah, R.2
Defries, R.3
-
23
-
-
0022848955
-
Feature selection and extraction
-
(Young and Fu, Eds.), Academic Press, New York
-
Kittler, J. (1986), Feature selection and extraction. In Handbook of Pattern Recognition and Image Processing, (Young and Fu, Eds.), Academic Press, New York.
-
(1986)
Handbook of Pattern Recognition and Image Processing
-
-
Kittler, J.1
-
24
-
-
0029729078
-
The surface temperature-vegetation index space for land cover and land cover change analysis
-
Lambin, E. F., and Ehrlich, D. (1996), The surface temperature-vegetation index space for land cover and land cover change analysis. Int. J. Remote Sens. 17(3):463-487.
-
(1996)
Int. J. Remote Sens.
, vol.17
, Issue.3
, pp. 463-487
-
-
Lambin, E.F.1
Ehrlich, D.2
-
25
-
-
0028405109
-
The importance of attribute selection in decision tree induction
-
Liu, W. Z., and White, A. P. (1994), The importance of attribute selection in decision tree induction. Mach. Learn. 15:25-41.
-
(1994)
Mach. Learn.
, vol.15
, pp. 25-41
-
-
Liu, W.Z.1
White, A.P.2
-
26
-
-
0028594999
-
A global 1 degree by 1 degree NDVI data set for climate studies derived from the GIMMS continental NDVI data
-
Los, S. O., Justice, C. O., and Tucker, C. J. (1994), A global 1 degree by 1 degree NDVI data set for climate studies derived from the GIMMS continental NDVI data. Int. J. Remote Sens. 15:3493-3519.
-
(1994)
Int. J. Remote Sens.
, vol.15
, pp. 3493-3519
-
-
Los, S.O.1
Justice, C.O.2
Tucker, C.J.3
-
27
-
-
0026359302
-
Development of a land-cover characteristics database for the conterminous U.S.
-
Loveland, T. R., Merchant, J. W., Ohlen, D. O., and Brown, J. F. (1991), Development of a land-cover characteristics database for the conterminous U.S. Photogramm. Eng. Remote Sens. 57:1453-1463.
-
(1991)
Photogramm. Eng. Remote Sens.
, vol.57
, pp. 1453-1463
-
-
Loveland, T.R.1
Merchant, J.W.2
Ohlen, D.O.3
Brown, J.F.4
-
28
-
-
0020969236
-
Global vegetation and land use: New high resolution data bases for climate studies
-
Matthews, E. (1983), Global vegetation and land use: new high resolution data bases for climate studies. J. Clim. Appl. Meteorol. 22:474-487.
-
(1983)
J. Clim. Appl. Meteorol.
, vol.22
, pp. 474-487
-
-
Matthews, E.1
-
29
-
-
0003586663
-
-
1987-1988. Published on CD by NASA (USA_NASA_GDAAC_ISLSCP_001_USA_NASA_GDAAC_ISLSCP_005)
-
Meeson, B. W., Corprew, F. E., McManus, J., Myers, D. M., Gloss, J. W., Sun, K. J., Sunday, D. J. and Sellers, P. J. (1995), ISLSCP Initiative I-Global Data Sets for Land-Atmosphere Models, 1987-1988. Vol. 1-5. Published on CD by NASA (USA_NASA_GDAAC_ISLSCP_001_USA_NASA_GDAAC_ISLSCP_005).
-
(1995)
ISLSCP Initiative I-global Data Sets for Land-atmosphere Models
, vol.1-5
-
-
Meeson, B.W.1
Corprew, F.E.2
McManus, J.3
Myers, D.M.4
Gloss, J.W.5
Sun, K.J.6
Sunday, D.J.7
Sellers, P.J.8
-
30
-
-
0027470607
-
Global climate change and terrestrial net primary production
-
Melillo, J. M., McGuire, A. D., Kicklighter, D. W., Moore, B., III, Vorosmarty, C. J., and Schloss, A. L. (1993), Global climate change and terrestrial net primary production. Nature 363:234-240.
-
(1993)
Nature
, vol.363
, pp. 234-240
-
-
Melillo, J.M.1
McGuire, A.D.2
Kicklighter, D.W.3
Moore B. III4
Vorosmarty, C.J.5
Schloss, A.L.6
-
31
-
-
79952785777
-
An empirical comparison of pruning methods for decision tree induction
-
Mingers, J. (1989), An empirical comparison of pruning methods for decision tree induction. Mach. Learn. 4:227-243.
-
(1989)
Mach. Learn.
, vol.4
, pp. 227-243
-
-
Mingers, J.1
-
32
-
-
0000229628
-
A system for induction of oblique decision trees
-
Murthy, S., Salzberg, S., and Kasif, S. (1994), A system for induction of oblique decision trees. J. Artif. Intelligence Res. 2:1-33.
-
(1994)
J. Artif. Intelligence Res.
, vol.2
, pp. 1-33
-
-
Murthy, S.1
Salzberg, S.2
Kasif, S.3
-
33
-
-
0027385860
-
Developing satellite derived estimates of surface moisture status
-
Nemani, A. R., Pierce, A. L., Running, A. S., and Goward, A. S. (1993), Developing satellite derived estimates of surface moisture status. J. Appl. Meteorol. 32:548-557.
-
(1993)
J. Appl. Meteorol.
, vol.32
, pp. 548-557
-
-
Nemani, A.R.1
Pierce, A.L.2
Running, A.S.3
Goward, A.S.4
-
34
-
-
85040801117
-
-
Technical Report No. W-7405-ENG-26, Oak Ridge National Laboratory, U.S. Department of Energy
-
Olson, J. S., Watts, J., and Allison, L. (1983), Carbon in live vegetation of major world ecosystems. Technical Report No. W-7405-ENG-26, Oak Ridge National Laboratory, U.S. Department of Energy.
-
(1983)
Carbon in Live Vegetation of Major World Ecosystems
-
-
Olson, J.S.1
Watts, J.2
Allison, L.3
-
35
-
-
33744584654
-
Induction of decision trees
-
Quinlan, J. R. (1986), Induction of decision trees. Mach. Learn. 1:81-106.
-
(1986)
Mach. Learn.
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
36
-
-
0023417432
-
Simplifying decision trees
-
Quinlan, J. R. (1987), Simplifying decision trees. Int. J. ManMach. Stud. 27:221-234.
-
(1987)
Int. J. Manmach. Stud.
, vol.27
, pp. 221-234
-
-
Quinlan, J.R.1
-
39
-
-
0028604719
-
Terrestrial remote sensing science and algorithms planned for EOS/MODIS
-
Running, S. W., Justice, C. O., Salomonson, V., Hall, D., Barker, J., Kaufmann, Y. J., Strahler, A. H., Huete, A. R., Muller, J. P., Vanderbilt, V., Wan, Z. M., Teillet, P., and Carneggie, D. (1994), Terrestrial remote sensing science and algorithms planned for EOS/MODIS. Int. J. Remote Sens. 15:3587-3620.
-
(1994)
Int. J. Remote Sens.
, vol.15
, pp. 3587-3620
-
-
Running, S.W.1
Justice, C.O.2
Salomonson, V.3
Hall, D.4
Barker, J.5
Kaufmann, Y.J.6
Strahler, A.H.7
Huete, A.R.8
Muller, J.P.9
Vanderbilt, V.10
Wan, Z.M.11
Teillet, P.12
Carneggie, D.13
-
40
-
-
0028976636
-
A remote sensing based vegetation classification logic for global land cover analysis
-
Running, S., Loveland, T. R., Pierce, L. L., Nemani, R. R., and Hunt, E. R., Jr. (1995), A remote sensing based vegetation classification logic for global land cover analysis. Remote Sens. Environ. 51:39-48.
-
(1995)
Remote Sens. Environ.
, vol.51
, pp. 39-48
-
-
Running, S.1
Loveland, T.R.2
Pierce, L.L.3
Nemani, R.R.4
Hunt E.R., Jr.5
-
41
-
-
0003584577
-
-
Prentice Hall, Saddle River, NJ
-
Russell, S. J., and Norvig, P. (1995), Artificial Intelligence: A Modern Approach, Prentice Hall, Saddle River, NJ.
-
(1995)
Artificial Intelligence: A Modern Approach
-
-
Russell, S.J.1
Norvig, P.2
-
43
-
-
0027007605
-
Canopy reflectance, photosynthesis, and transpiration III: A reanalysis using improved leaf models and a new canopy integration scheme
-
Sellers, P. J., Berry, J. A., Collatz, G. J., Field, C. B., and Hall, F. G. (1992), Canopy reflectance, photosynthesis, and transpiration III: a reanalysis using improved leaf models and a new canopy integration scheme. Remote Sens. Environ. 42:187-216.
-
(1992)
Remote Sens. Environ.
, vol.42
, pp. 187-216
-
-
Sellers, P.J.1
Berry, J.A.2
Collatz, G.J.3
Field, C.B.4
Hall, F.G.5
-
44
-
-
0003586663
-
-
1987-1988, Published on CD by NASA. Vol 1: USA_NASA_GDAAC_ISLSCP_001, OVERVIEW.DOC
-
Sellers, P. J., Meeson, B. W., Gloss, J., Collatz, J., Corprew, F., Dazlich, D., Hall, F. G., Kerr, Y., Koster, R., Los, S., Mitchell, K., McManus, J., Myers, D., Sun, K. J., and Try, P. (1995), An overview of the ISLSCP initiative I Global data sets. On ISLSCP Initiative I-Global Data Sets for LandAtmosphere Models, 1987-1988, vol. 1-5. Published on CD by NASA. Vol 1: USA_NASA_GDAAC_ISLSCP_001, OVERVIEW.DOC.
-
(1995)
An Overview of the ISLSCP Initiative I Global Data Sets. On ISLSCP Initiative I-global Data Sets for Landatmosphere Models
, vol.1-5
-
-
Sellers, P.J.1
Meeson, B.W.2
Gloss, J.3
Collatz, J.4
Corprew, F.5
Dazlich, D.6
Hall, F.G.7
Kerr, Y.8
Koster, R.9
Los, S.10
Mitchell, K.11
McManus, J.12
Myers, D.13
Sun, K.J.14
Try, P.15
-
45
-
-
0027834891
-
Remote sensing of the land biosphere and biogeochemistry in the EOS era: Science priorities, methods and implementation - EOS land biosphere and biogeochemical cycles panels
-
Sellers, P., and Schimel, D. S. (1993), Remote sensing of the land biosphere and biogeochemistry in the EOS era: science priorities, methods and implementation - EOS land biosphere and biogeochemical cycles panels. Global Planet. Change 7:279-297.
-
(1993)
Global Planet. Change
, vol.7
, pp. 279-297
-
-
Sellers, P.1
Schimel, D.S.2
-
46
-
-
0026119038
-
Symbolic and neural learning algorithms: An experimental comparison
-
Shavlik, J. W., Mooney, R. J., and Towell, G. G. (1991), Symbolic and neural learning algorithms: an experimental comparison. Mach. Learn. 6:111-114.
-
(1991)
Mach. Learn.
, vol.6
, pp. 111-114
-
-
Shavlik, J.W.1
Mooney, R.J.2
Towell, G.G.3
-
47
-
-
0017517024
-
The decision tree classifier: Design and potential
-
Swain, P. H., and Hauska, H. (1969), The decision tree classifier: design and potential. IEEE Trans. Geosci. Remote sens. GE-15:142-147.
-
(1969)
IEEE Trans. Geosci. Remote Sens
, vol.GE-15
, pp. 142-147
-
-
Swain, P.H.1
Hauska, H.2
-
48
-
-
0023391725
-
Characterization and classification of south American land cover types using satellite data
-
Townshend, J. R. G., Justice, C. O., and Kalb, V. T. (1987), Characterization and classification of South American land cover types using satellite data. Int. J. Remote Sens. 8:1189-1207.
-
(1987)
Int. J. Remote Sens.
, vol.8
, pp. 1189-1207
-
-
Townshend, J.R.G.1
Justice, C.O.2
Kalb, V.T.3
-
49
-
-
0012332946
-
Knowledge-based spectral classification of remotely sensed image data
-
(G. Asrar, Ed.), Wiley, New York
-
Wharton, S. W. (1989), Knowledge-based spectral classification of remotely sensed image data. In Theory and Applications of Optical Remote Sensing. (G. Asrar, Ed.), Wiley, New York.
-
(1989)
Theory and Applications of Optical Remote Sensing
-
-
Wharton, S.W.1
-
50
-
-
0022192063
-
A global archive of land cover and soils data for use in general circulation models
-
Wilson, M. F., and Henderson-Sellers, A. (1985), A global archive of land cover and soils data for use in general circulation models. J. Climatol. 5:119-143.
-
(1985)
J. Climatol.
, vol.5
, pp. 119-143
-
-
Wilson, M.F.1
Henderson-Sellers, A.2
-
51
-
-
0028669116
-
Mapping forest vegetation using landsat TM imagery and a canopy reflectance model
-
Woodcock, C. E., Collins, J. B., Gopal, S., Jakabhazy, V., Li, X., Macmober, S., Ryherd, S., Harward, V. J., Levitan, J., Wu, Y., and Warbington, R. (1994a), Mapping forest vegetation using Landsat TM imagery and a canopy reflectance model. Remote Sens. Environ. 50:240-254.
-
(1994)
Remote Sens. Environ.
, vol.50
, pp. 240-254
-
-
Woodcock, C.E.1
Collins, J.B.2
Gopal, S.3
Jakabhazy, V.4
Li, X.5
Macmober, S.6
Ryherd, S.7
Harward, V.J.8
Levitan, J.9
Wu, Y.10
Warbington, R.11
-
52
-
-
0003754448
-
-
Center for Remote Sensing Technical Report, Boston University
-
Woodcock, C. E., Gopal, S., Macmober, S., and Jakabhazy, V. (1994b), Accuracy Assessment of the Vegetation Map of the Plumas National Forest. Center for Remote Sensing Technical Report, Boston University.
-
(1994)
Accuracy Assessment of the Vegetation Map of the Plumas National Forest
-
-
Woodcock, C.E.1
Gopal, S.2
Macmober, S.3
Jakabhazy, V.4
|