-
1
-
-
0026966646
-
A training algorithm for optimal margin classifiers
-
ACM Press, New York
-
Boser, B.E., Guyon, I.M., Vapnik, V.N.: A training algorithm for optimal margin classifiers. In: Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory, pp. 144-152. ACM Press, New York (1992)
-
(1992)
Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory
, pp. 144-152
-
-
Boser, B.E.1
Guyon, I.M.2
Vapnik, V.N.3
-
2
-
-
0003802343
-
-
Wadsworth and Brooks, Monterey
-
Breiman, L., Friedman, J., Olshen, R., Stone, C.: Classification and Regression Trees. Wadsworth and Brooks, Monterey (1984)
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
3
-
-
0000913324
-
Svmtorch: Support vector machines for large-scale regression problems
-
Collobert, R., Bengio, S., Williamson, C.: Svmtorch: Support vector machines for large-scale regression problems. Journal of Machine Learning Research 1, 143-160 (2001)
-
(2001)
Journal of Machine Learning Research
, vol.1
, pp. 143-160
-
-
Collobert, R.1
Bengio, S.2
Williamson, C.3
-
4
-
-
0003271849
-
Application of soil electrical conductivity to precision agriculture: Theory, principles, and guidelines
-
Corwin, D.L., Lesch, S.M.: Application of soil electrical conductivity to precision agriculture: Theory, principles, and guidelines. Agron. J. 95(3), 455-471 (2003)
-
(2003)
Agron. J
, vol.95
, Issue.3
, pp. 455-471
-
-
Corwin, D.L.1
Lesch, S.M.2
-
5
-
-
84918441630
-
Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition
-
Cover, T.M.: Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition. IEEE Transactions on Electronic Computers EC-14, 326-334 (1965)
-
(1965)
IEEE Transactions on Electronic Computers
, vol.EC-14
, pp. 326-334
-
-
Cover, T.M.1
-
6
-
-
40649105297
-
Forecasting with computational intelligence - an evaluation of support vector regression and artificial neural networks for time series prediction
-
Crone, S.F., Lessmann, S., Pietsch, S.: Forecasting with computational intelligence - an evaluation of support vector regression and artificial neural networks for time series prediction. In: International Joint Conference on Neural Networks, 2006. IJCNN 2006, pp. 3159-3166 (2006)
-
(2006)
International Joint Conference on Neural Networks, 2006. IJCNN
, pp. 3159-3166
-
-
Crone, S.F.1
Lessmann, S.2
Pietsch, S.3
-
7
-
-
0031623613
-
Application of neural networks: Precision farming
-
IEEE World Congress on Computational Intelligence
-
Drummond, S., Joshi, A., Sudduth, K.A.: Application of neural networks: precision farming. In: International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence, vol. 1, pp. 211-215 (1998)
-
(1998)
International Joint Conference on Neural Networks
, vol.1
, pp. 211-215
-
-
Drummond, S.1
Joshi, A.2
Sudduth, K.A.3
-
8
-
-
0003425664
-
Support vector machines for classification and regression
-
Technical Report, School of Electronics and Computer Science, University of Southampton, Southampton, U.K
-
Gunn, S.R.: Support vector machines for classification and regression. Technical Report, School of Electronics and Computer Science, University of Southampton, Southampton, U.K. (1998)
-
(1998)
-
-
Gunn, S.R.1
-
12
-
-
30444440937
-
A strategy for estimating tree canopy density using landsat 7 etm+ and high resolution images over large areas
-
Huang, C., Yang, L., Wylie, B., Homer, C.: A strategy for estimating tree canopy density using landsat 7 etm+ and high resolution images over large areas. In: Proceedings of the Third International Conference on Geospatial Information in Agriculture and Forestry (2001)
-
(2001)
Proceedings of the Third International Conference on Geospatial Information in Agriculture and Forestry
-
-
Huang, C.1
Yang, L.2
Wylie, B.3
Homer, C.4
-
13
-
-
15944376606
-
Exploring the relationship between red edge parameters and crop variables for precision agriculture
-
Liu, J., Miller, J.R., Haboudane, D., Pattey, E.: Exploring the relationship between red edge parameters and crop variables for precision agriculture. In: 2004 IEEE International Geo-science and Remote Sensing Symposium, vol. 2, pp. 1276-1279 (2004)
-
(2004)
2004 IEEE International Geo-science and Remote Sensing Symposium
, vol.2
, pp. 1276-1279
-
-
Liu, J.1
Miller, J.R.2
Haboudane, D.3
Pattey, E.4
-
14
-
-
13544271825
-
Combining field surveys, remote sensing, and regression trees to understand yield variations in an irrigated wheat landscape
-
Lobell, D.B., Ivan Ortiz-Monasterio, J., Asner, G.P., Naylor, R.L., Falcon, W.P.: Combining field surveys, remote sensing, and regression trees to understand yield variations in an irrigated wheat landscape. Agronomy Journal 97, 241-249 (2005)
-
(2005)
Agronomy Journal
, vol.97
, pp. 241-249
-
-
Lobell, D.B.1
Ivan Ortiz-Monasterio, J.2
Asner, G.P.3
Naylor, R.L.4
Falcon, W.P.5
-
15
-
-
58849138921
-
Support Vector Machines for Visualization and Dimensionality Reduction
-
Kůrková, V, Neruda, R, Koutník, J, eds, ICANN 2008, Part I, Springer, Heidelberg
-
Maszczyk, T., Duch, W.: Support Vector Machines for Visualization and Dimensionality Reduction. In: Kůrková, V., Neruda, R., Koutník, J. (eds.) ICANN 2008, Part I. LNCS, vol. 5163, pp. 346-356. Springer, Heidelberg (2008)
-
(2008)
LNCS
, vol.5163
, pp. 346-356
-
-
Maszczyk, T.1
Duch, W.2
-
17
-
-
38149010380
-
-
Mejía-Guevara, I., Kuri-Morales, Á.F.: Evolutionary feature and parameter selection in support vector regression. In: Gelbukh, A., Kuri Morales, Á.F. (eds.) MICAI 2007. LNCS, 4827, pp. 399-408. Springer, Heidelberg (2007)
-
Mejía-Guevara, I., Kuri-Morales, Á.F.: Evolutionary feature and parameter selection in support vector regression. In: Gelbukh, A., Kuri Morales, Á.F. (eds.) MICAI 2007. LNCS, vol. 4827, pp. 399-408. Springer, Heidelberg (2007)
-
-
-
-
18
-
-
0036399350
-
-
Middleton, E.M., Campbell, P.K.E., Mcmurtrey, J.E., Corp, L.A., Butcher, L.M., Chappelle, E.W.: Red edge optical properties of corn leaves from different nitrogen regimes. In: 2002 IEEE International Geoscience and Remote Sensing Symposium, 4, pp. 2208-2210 (2002)
-
Middleton, E.M., Campbell, P.K.E., Mcmurtrey, J.E., Corp, L.A., Butcher, L.M., Chappelle, E.W.: "Red edge" optical properties of corn leaves from different nitrogen regimes. In: 2002 IEEE International Geoscience and Remote Sensing Symposium, vol. 4, pp. 2208-2210 (2002)
-
-
-
-
21
-
-
0034573437
-
Combining regression trees and radial basis function networks
-
Orr, M., Hallam, J., Murray, A., Ninomiya, S., Oide, M., Leonard, T.: Combining regression trees and radial basis function networks. International Journal of Neural Systems 10 (1999)
-
(1999)
International Journal of Neural Systems
, vol.10
-
-
Orr, M.1
Hallam, J.2
Murray, A.3
Ninomiya, S.4
Oide, M.5
Leonard, T.6
-
22
-
-
33744584654
-
Induction of decision trees
-
Quinlan, J.R.: Induction of decision trees. Machine Learning 1(1), 81-106 (1986)
-
(1986)
Machine Learning
, vol.1
, Issue.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
23
-
-
76249091180
-
-
Quinlan, R.J.: C4.5: Programs for Machine Learning. Morgan Kaufmann Series in Machine Learning. Morgan Kaufmann, San Francisco (1993)
-
Quinlan, R.J.: C4.5: Programs for Machine Learning. Morgan Kaufmann Series in Machine Learning. Morgan Kaufmann, San Francisco (1993)
-
-
-
-
24
-
-
84926435993
-
-
Ruß, G., Kruse, R., Schneider, M., Wagner, P.: Estimation of neural network parameters for wheat yield prediction. In: Bramer, M. (ed.) Artificial Intelligence in Theory and Practice II. IFIP International Federation for Information Processing, 276, pp. 109-118. Springer, Heidelberg (2008)
-
Ruß, G., Kruse, R., Schneider, M., Wagner, P.: Estimation of neural network parameters for wheat yield prediction. In: Bramer, M. (ed.) Artificial Intelligence in Theory and Practice II. IFIP International Federation for Information Processing, vol. 276, pp. 109-118. Springer, Heidelberg (2008)
-
-
-
-
25
-
-
76249120162
-
-
Ruß, G., Kruse, R., Schneider, M., Wagner, P.: Optimizing wheat yield prediction using different topologies of neural networks. In: Verdegay, J.L., Ojeda-Aciego, M., Magdalena, L. (eds.) Proceedings of IPMU 2008, pp. 576-582. University of Málaga (June 2008)
-
Ruß, G., Kruse, R., Schneider, M., Wagner, P.: Optimizing wheat yield prediction using different topologies of neural networks. In: Verdegay, J.L., Ojeda-Aciego, M., Magdalena, L. (eds.) Proceedings of IPMU 2008, pp. 576-582. University of Málaga (June 2008)
-
-
-
-
26
-
-
48949102812
-
-
Ruß, G., Kruse, R., Schneider, M., Wagner, P.: Data mining with neural networks for wheat yield prediction. In: Perner, P. (ed.) ICDM 2008. LNCS, 5077, pp. 47-56. Springer, Heidelberg (2008)
-
Ruß, G., Kruse, R., Schneider, M., Wagner, P.: Data mining with neural networks for wheat yield prediction. In: Perner, P. (ed.) ICDM 2008. LNCS, vol. 5077, pp. 47-56. Springer, Heidelberg (2008)
-
-
-
-
27
-
-
48949110141
-
Prerequisites for the adoption of new technologies - the example of precision agriculture
-
Düsseldorf. VDI Verlag GmbH
-
Schneider, M., Wagner, P.: Prerequisites for the adoption of new technologies - the example of precision agriculture. In: Agricultural Engineering for a Better World, Düsseldorf. VDI Verlag GmbH (2006)
-
(2006)
Agricultural Engineering for a Better World
-
-
Schneider, M.1
Wagner, P.2
-
28
-
-
0034541885
-
Corn yield prediction with artificial neural network trained using airborne remote sensing and topographic data
-
Serele, C.Z., Gwyn, Q.H.J., Boisvert, J.B., Pattey, E., Mclaughlin, N., Daoust, G.: Corn yield prediction with artificial neural network trained using airborne remote sensing and topographic data. In: 2000 IEEE International Geoscience and Remote Sensing Symposium, vol. 1, pp. 384-386 (2000)
-
(2000)
2000 IEEE International Geoscience and Remote Sensing Symposium
, vol.1
, pp. 384-386
-
-
Serele, C.Z.1
Gwyn, Q.H.J.2
Boisvert, J.B.3
Pattey, E.4
Mclaughlin, N.5
Daoust, G.6
-
29
-
-
76249119900
-
-
Smola, A.J., Olkopf, B.S.: A tutorial on support vector regression. Technical report, Statistics and Computing (1998)
-
Smola, A.J., Olkopf, B.S.: A tutorial on support vector regression. Technical report, Statistics and Computing (1998)
-
-
-
-
30
-
-
0003693218
-
Interpolation of Spatial Data: Some Theory for Kriging
-
Springer, Heidelberg
-
Stein, M.L.: Interpolation of Spatial Data: Some Theory for Kriging. Springer Series in Statistics. Springer, Heidelberg (1999)
-
(1999)
Springer Series in Statistics
-
-
Stein, M.L.1
-
31
-
-
48949110090
-
Economic benefits of neural network-generated site-specific decision rules for nitrogen fertilization
-
Stafford, J.V, ed
-
Wagner, P., Schneider, M.: Economic benefits of neural network-generated site-specific decision rules for nitrogen fertilization. In: Stafford, J.V. (ed.) Proceedings of the 6th European Conference on Precision Agriculture, pp. 775-782 (2007)
-
(2007)
Proceedings of the 6th European Conference on Precision Agriculture
, pp. 775-782
-
-
Wagner, P.1
Schneider, M.2
-
33
-
-
0141461452
-
Support vector visualization and clustering using self-organizing map and vector one-class classification
-
Wu, S., Chow, T.W.S.: Support vector visualization and clustering using self-organizing map and vector one-class classification. In: Proceedings of the International Joint Conference on Neural Networks, vol. 1, pp. 803-808 (2003)
-
(2003)
Proceedings of the International Joint Conference on Neural Networks
, vol.1
, pp. 803-808
-
-
Wu, S.1
Chow, T.W.S.2
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