-
1
-
-
33845450229
-
-
PhD, Department of Statistics, Stanford University, Stanford, California
-
Banjevic, M. (2004) Optimal Network Designs in Spatial Statistics, PhD, Department of Statistics, Stanford University, Stanford, California.
-
(2004)
Optimal Network Designs in Spatial Statistics
-
-
Banjevic, M.1
-
3
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Kluwer Academic Publishers
-
Burges, C. (1998) 'A tutorial on support vector machines for pattern recognition', Data Mining and Knowledge Discovery, Kluwer Academic Publishers, Vol. 2, No. 2, pp. 121-167.
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.1
-
4
-
-
0021639968
-
A method for optimal observation network design for grounwater management
-
Carrera, J., Usunoff, E. and Szidarovsky, F. (1984) 'A method for optimal observation network design for grounwater management', Journal of Hydrology, Vol. 73, pp. 147-163.
-
(1984)
Journal of Hydrology
, vol.73
, pp. 147-163
-
-
Carrera, J.1
Usunoff, E.2
Szidarovsky, F.3
-
5
-
-
0036161011
-
Choosing multiple parameters for support vector machines
-
Chapelle, O., Vapnik, V., Bousquet, O. and Mukherjee, S. (2002) 'Choosing multiple parameters for support vector machines', JMLR, Kluwer Academic Publishers, Vol. 46, Nos. 1-3, pp. 131-159.
-
(2002)
JMLR, Kluwer Academic Publishers
, vol.46
, Issue.1-3
, pp. 131-159
-
-
Chapelle, O.1
Vapnik, V.2
Bousquet, O.3
Mukherjee, S.4
-
6
-
-
9444222028
-
River stage forecasting with particle swarm optimization
-
Chau, K.W. (2004a) 'River stage forecasting with particle swarm optimization', Lecture Notes in Computer Science, Vol. 3029, pp.1166-1173.
-
(2004)
Lecture Notes in Computer Science
, vol.3029
, pp. 1166-1173
-
-
Chau, K.W.1
-
7
-
-
24944503155
-
Rainfall-runoff correlation with particle swarm optimization algorithm
-
Chau, K.W. (2004b) 'Rainfall-runoff correlation with particle swarm optimization algorithm', Lecture Notes in Computer Science, Vol. 3174, pp.970-975.
-
(2004)
Lecture Notes in Computer Science
, vol.3174
, pp. 970-975
-
-
Chau, K.W.1
-
8
-
-
24944477705
-
A Split-step PSO algorithm in prediction of water quality pollution
-
Chau, K.W. (2005) 'A Split-step PSO algorithm in prediction of water quality pollution', Lecture Notes in Computer Science, Vol. 3498, pp. 1034-1039.
-
(2005)
Lecture Notes in Computer Science
, vol.3498
, pp. 1034-1039
-
-
Chau, K.W.1
-
9
-
-
24944573867
-
-
Lecture Notes in Computer Science
-
Cheng, C.T., Chau, K. W., Sun, Y.G. and Lin, J.Y. (2005) Long-term Prediction of Discharges in Manwan Reservoir Using Artificial Neural Network Models, Lecture Notes in Computer Science, Vol. 3498, pp.1040-1045.
-
(2005)
Long-term Prediction of Discharges in Manwan Reservoir Using Artificial Neural Network Models
, vol.3498
, pp. 1040-1045
-
-
Cheng, C.T.1
Chau, K.W.2
Sun, Y.G.3
Lin, J.Y.4
-
11
-
-
0029679131
-
Active learning with statistical models
-
Cohn, D.A., Ghahramani, Z. and Jordan, M.I. (1996) 'Active learning with statistical models', Journal of Artificial Intelligence Research, Vol. 4, pp.129-145.
-
(1996)
Journal of Artificial Intelligence Research
, vol.4
, pp. 129-145
-
-
Cohn, D.A.1
Ghahramani, Z.2
Jordan, M.I.3
-
13
-
-
0003444385
-
-
Oxford University Press, New York, USA
-
Deutsch, C. and Journel, A.G. (1997) GSLIB, Geostatistical Software Library and User's Guide, Oxford University Press, New York, USA.
-
(1997)
GSLIB, Geostatistical Software Library and User's Guide
-
-
Deutsch, C.1
Journel, A.G.2
-
15
-
-
45749120928
-
Environmental data mining and modelling based on machine learning algorithms and geostatistics
-
Lugano, Switzerland
-
Kanevski, M., Parkin, R., Pozdnoukhov, A., Timonin, V., Maignan, M., Yatsalo, B. and Canu, S. (2000) 'Environmental data mining and modelling based on machine learning algorithms and geostatistics', iEMSs2002, Lugano, Switzerland, pp.414-419.
-
(2000)
iEMSs2002
, pp. 414-419
-
-
Kanevski, M.1
Parkin, R.2
Pozdnoukhov, A.3
Timonin, V.4
Maignan, M.5
Yatsalo, B.6
Canu, S.7
-
16
-
-
7544244828
-
Advanced spatial data analysis and modelling with support vector machines
-
Kanevski, M., Pozdnoukhov, A., Canu, S. and Maignan, M. (2002) 'Advanced spatial data analysis and modelling with support vector machines', International Journal of Fuzzy Systems, Vol. 4, No. 1, pp.606-616.
-
(2002)
International Journal of Fuzzy Systems
, vol.4
, Issue.1
, pp. 606-616
-
-
Kanevski, M.1
Pozdnoukhov, A.2
Canu, S.3
Maignan, M.4
-
17
-
-
2642540081
-
Support vector machines for classification and mapping of reservoir data
-
Springer-Verlag
-
Kanevski, M., Pozdnoukhov, A., Canu, S., Maignan, M., Wong, P. and Shibli, S. (2001) 'Support vector machines for classification and mapping of reservoir data', A Chapter from 'Soft Computing for Reservoir Characterization and Modelling', Springer-Verlag, pp.531-558.
-
(2001)
A Chapter from 'Soft Computing for Reservoir Characterization and Modelling'
, pp. 531-558
-
-
Kanevski, M.1
Pozdnoukhov, A.2
Canu, S.3
Maignan, M.4
Wong, P.5
Shibli, S.6
-
18
-
-
0036738840
-
Efficient tuning of SVM hyperparameters using radius/margin bound and iterative algorithms
-
Keerthi, S. (2002) 'Efficient tuning of SVM hyperparameters using radius/margin bound and iterative algorithms', IEEE Transactions on Neural Networks, Vol. 13, pp.1225-1229.
-
(2002)
IEEE Transactions on Neural Networks
, vol.13
, pp. 1225-1229
-
-
Keerthi, S.1
-
19
-
-
0141532746
-
Selecting soils for remediation in contaminated soils via stochastic imaging
-
22-27 September, Wolongong, Australia
-
Kyriakidis, P.C. (1996) 'Selecting soils for remediation in contaminated soils via stochastic imaging', Proceedings of the Fifth International Geostatistics Congress, 22-27 September, Wolongong, Australia.
-
(1996)
Proceedings of the Fifth International Geostatistics Congress
-
-
Kyriakidis, P.C.1
-
20
-
-
10044219654
-
Active learning to recognize multiple types of plankton
-
August, Cambridge, UK
-
Lou, T., Kramer, K., Goldgof, D., Hall, L., Sampson, S., Remsen, A. and Hopkins, T. (2004) 'Active learning to recognize multiple types of plankton', International Conference on Pattern Recognition (ICPR), August, Cambridge, UK.
-
(2004)
International Conference on Pattern Recognition (ICPR)
-
-
Lou, T.1
Kramer, K.2
Goldgof, D.3
Hall, L.4
Sampson, S.5
Remsen, A.6
Hopkins, T.7
-
22
-
-
0003243224
-
Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
-
Smola, A., Bartlett, P., Scholkopf, B. and Schuurmans, D. (Eds.), MIT Press, USA
-
Platt, J. (1999) 'Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods', in Smola, A., Bartlett, P., Scholkopf, B. and Schuurmans, D. (Eds.): Advances in Large Margin Classifiers, MIT Press, USA, pp.61-74.
-
(1999)
Advances in Large Margin Classifiers
, pp. 61-74
-
-
Platt, J.1
-
23
-
-
84866724771
-
Robust mapping of spatial data with support vector regression
-
Nuclear Safety Institute RAS
-
Pozdnoukhov, A., Kanevski, M., Maignan, M. and Canu, S. (2002) 'Robust mapping of spatial data with support vector regression', Preprint IBRAE-2002, Nuclear Safety Institute RAS, p.15.
-
(2002)
Preprint IBRAE-2002
, pp. 15
-
-
Pozdnoukhov, A.1
Kanevski, M.2
Maignan, M.3
Canu, S.4
-
26
-
-
0042868698
-
Support vector machine active learning with applications to text classification
-
November
-
Tong, S. and Koller, D. (2001) 'Support vector machine active learning with applications to text classification', JMLR, Vol. 2, November, pp.45-66.
-
(2001)
JMLR
, vol.2
, pp. 45-66
-
-
Tong, S.1
Koller, D.2
|