SCOPUS 정보 검색 플랫폼

Journal of Computing in Civil Engineering

Volumn 15, Issue 3, 2001, Pages 208-216

Model induction with support vector machines: Introduction and applications

(4) Dibike, Y B a Velickov, S a Solomatine, D a Abbott, M B a

a UNESCO IHE INSTITUTE FOR WATER EDUCATION (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; DATA PROCESSING; ENGINEERING RESEARCH; LEARNING SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; REGRESSION ANALYSIS;

BAYESIAN METHOD; DECISION TREE; FUZZY RULE BASED SYSTEM; INTELLIGENT SYSTEM; MODEL INDUCTION; STRUCTURAL RISK MINIMIZATION; SUPPORT VECTOR MECHANISM;

CIVIL ENGINEERING;

EID: 0035398081 PISSN: 08873801 EISSN: None Source Type: Journal
DOI: 10.1061/(ASCE)0887-3801(2001)15:3(208) Document Type: Article

Times cited : (518)

References (37)

1
- 0030648562
- Engine 2000: Research in to the next generation of computational hydraulic modelling
- (1997) Proc., 27th Congr. of the Int. Assoc. for Hydr. Res., International Association for Hydraulic Research, Delft, The Netherlands , vol.2 , pp. 859-864
- Abbott, M.B.¹

2
- 0002158924
- Genetic programming as a model induction engine
- (2000) J. Hydroinformatics , vol.2 , Issue.1 , pp. 35-60
- Babovic, V.¹ Keijzer, M.²

3
- 27144489164
- A tutorial on support vector machines for pattern recognition
- (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
- Burges, C.J.C.¹

4
- 0031141594
- Wavelet based texture segmentation of multi-modal topographic images
- (1997) Comp. and Graphics., Elsevier , vol.21 , Issue.3 , pp. 347-358
- Busch, C.¹

5
- 0003890671
- Wiley, New York
- (1998) Learning from Data: Concept, Theory and Methods
- Cherkassky, V.¹ Mulier, F.²

6
- 85015428698
- Machine learning paradigms for rainfall-runoff modeling
- CD-ROM
- (2000) Proc., 3rd Int. Conf. on Hydroinformatics
- Dibike, Y.B.¹

7
- 0003425664
- Support vector machines for classification and regression
- University of Southampton, U.K.
- (1998) Image, Speech and Intelligent Systems Tech. Rep.
- Gunn, S.¹

8
- 0004161991
- Prentice Hall, Englewood Cliffs, N.J.
- (1988) Algorithms for Clustering Data
- Jan, A.K.¹ Dubes, R.C.²

9
- 0004724805
- Intercomparison study of mathematical models for river flow forecasting
- Galway, Ireland
- (1995) Rep. on Flood Forecasting Workshop
- Kachroo, R.K.¹ Liang, G.C.² O'Connor, K.M.³

10
- 0032686723
- Chameleon: Hierarchical clustering using dynamic modeling
- (1999) IEEE Comp. , vol.32 , Issue.8 , pp. 68-75
- Karypis, G.¹ Han, E.-H.² Kumar, V.³

11
- 0003410791
- Spring-Verlag, Berlin
- (1995) Self-Organizing Maps
- Kohonen, T.¹

12
- 0003882343
- MIT Press, Cambridge, Mass
- (1992) Genetic Programming: On the Programming of Computers by Natural Selection
- Koza, J.R.¹

13
- 0003028425
- Nonlinear programming
- Univ. of Calif. Press, Berkeley, Calif.
- (1951) Proc. 2nd Berkeley Symp. on Math. Statistics and Probabilistics , pp. 481-492
- Kuhn, H.W.¹ Tucker, A.W.²

14
- 0003907391
- Cambridge University Press, New York
- (1999) Bayesian Methods: An Analysis for Statisticians and Interdisciplinary Researchers
- Leonard, T.¹ Hsu, J.S.J.²

15
- 0029413502
- Neural net for modeling rainfall-runoff transformation
- (1995) Watercourses Mgmt. , vol.9 , pp. 299-313
- Lorrai, M.¹ Sechi, G.M.²

16
- 0002941010
- Support vector machines for dynamic reconstruction of a chaotic system
- MIT Press, Cambridge, Mass.
- (1999) Advances in Kernel Methods - Support Vector Learning , pp. 211-242
- Mattera, D.¹ Haykin, S.²

17
- 0030159380
- Artificial neural networks as rainfall-runoff models
- (1996) J. Hydrological Sci. , vol.41 , Issue.3 , pp. 399-417
- Minns, A.W.¹ Hall, M.J.²

18
- 0003907589
- Wiley, New York
- (1986) Mathematical Programming: Theory and Algorithms
- Minoux, M.¹

19
- 0031375732
- Nonlinear prediction of chaotic time series using support vector machine
- Institute of Electrical and Electronics Engineers, New York
- (1997) Proc., IEEE Workshop on Neural Networks for Signal Processing , vol.7 , pp. 511-519
- Mukherjee, S.¹ Osuna, E.² Girosi, F.³

20
- 0000350365
- Predicting time series with support vector machines
- (1997) Proc. Int. Conf. on Artificial Neural Networks, Springer-Verlag, Berlin, 999
- Muller, K.R.¹ Smola, A.² Ratsch, G.³ Scholkopf, B.⁴ Kohlmorgen, J.⁵ Vapnik, V.⁶

21
- 0031334889
- An improved training algorithm for support vector machines
- Institute of Electrical and Electronics Engineers, New York
- (1997) Proc., IEEE Workshop on Neural Networks for Signal Processing , vol.7 , pp. 276-285
- Osuna, E.¹ Freund, R.² Girosi, F.³

22
- 0004322632
- Sequential minimal optimization: A fast algorithm for training support vector machines
- Microsoft Research, Redmond, Wash
- (1998) Tech. Rep. MSR-TR-98-14
- Platt, J.¹

23
- 33744584654
- Induction of decision trees
- (1986) Machine Learning , vol.1 , pp. 81-106
- Quinlan, J.R.¹

24
- 0003500248
- Morgan Kaufmann, San Mateo, Calif.
- (1992) C4.5: Program for Machine Learning
- Quinlan, J.R.¹

25
- 0004296379
- Support vector machine-reference manual
- Royal Holloway University of London
- (1998) Royal Holloway Tech. Rep. CSD-TR-98-03
- Saunders, C.¹ Stitson, M.O.² Weston, J.³ Bottou, L.⁴ Schölkopf, B.⁵ Smola, A.⁶

26
- 0003893955
- R. Oldenbourg, Munich
- (1997) Support Vector Learning
- Scholkopf, B.¹

27
- 0029416249
- Neural network models of rainfall-runoff process
- (1995) J. Water Resour. Plng. and Mgmt., ASCE , vol.121 , Issue.6 , pp. 499-508
- Smith, J.¹ Eli, R.N.²

28
- 0004126314
- Technische Universitat Munchen, Munchen, Germany
- (1996) Regression Estimation with Support Vector Learning Machines
- Smola, A.¹

29
- 0004688036
- Central Tech. Service, U.S. Department of Agriculture, Portland, Oreg.
- (1965) TR-20 Project Formulation Hydrology

30
- 0002133630
- Neural network approximation of a hydrodynamic model in optimizing reservoir operation
- (1996) Proc., 2nd Int. Conf. on Hydroinformatics, Balkema, Rotterdam, The Netherlands , pp. 201-206
- Solomatine, D.P.¹ Torres, L.A.²

31
- 0004164013
- Wiley, New York
- (1997) Fuzzy and Neural Approaches in Engineering
- Tsoukalas, L.H.¹ Uhrig, R.E.²

32
- 0003450542
- Springer, New York
- (1995) The Nature of Statistical Learning Theory
- Vapnik, V.¹

33
- 0003991806
- Wiley, New York
- (1998) Statistical Learning Theory
- Vapnik, V.¹

34
- 0004272441
- Nauka, Moscow (in Russian)
- (1974) Theory of Pattern Recognition
- Vapnik, V.¹ Chervonenkis, A.²

35
- 0004724808
- Application of data mining technologies for remote sensing image analysis
- in press
- (2000) Proc., 3rd Int. Conf. on Hydroinformatics
- Velickov, S.¹ Solomatine, D.P.² Yu, X.³ Price, R.K.⁴

36
- 34249833101
- Q-learning
- (1992) Machine Learning , vol.8 , pp. 279-292
- Watkins, C.J.C.H.¹ Dayan, P.²

37
- 0004685891
- Reinforcement learning: A new technique for the real-time optimal control of hydraulic networks
- (1996) Proc., 2nd Int. Conf. on Hydroinformatics, Balkema, Rotterdam, The Netherlands , vol.2 , pp. 893-900
- Wilson, G.¹

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.