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Books Books 1 - 20 of 24 on Golowich, and A. Smola. Support Vector Method for Function Approximation, Regression....
" Golowich, and A. Smola. Support Vector Method for Function Approximation, Regression Estimation and Signal Processing. "
Advances in Kernel Methods: Support Vector Learning - Page 368
edited by - 1999 - 376 pages
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Nonlinear Modeling: Advanced Black-Box Techniques

Johan A.K. Suykens, Joos Vandewalle - Language Arts & Disciplines - 1998 - 256 pages
...Zeichenerkennung Akademia- Verlag, Berlin, 1979.) [7] Vapnik, V., Golowich, S. and Smola, A. (1997). Support vector method for function approximation, regression estimation and signal processing. In Advances in Neural Information Processing Systems, 9., MIT Press. 4 PARAMETRIC DENSITY ESTIMATION FOR...
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Advances in Neural Information Processing Systems 12: Proceedings of the ...

Sara A. Solla, Todd K. Leen, Klaus-Robert Müller - Computers - 2000 - 1080 pages
...regression. Statistics and Computing, 1998. In press: also, COLT Technical Report TR-1998-030. [10] V. Vapnik, S. Golowich, and A. Smola. Support vector...approximation, regression estimation, and signal processing. Advances in Neural Information Processing Systems, 9:281-287, 1996. [II] OL Mangarasian. Generalized...
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Pattern Recognition: From Classical to Modern Approaches

Sankar K. Pal, Pal. Amita - Computers - 2001 - 612 pages
...[74] V. Vapnik. The Nature of Statistical Learning. New York: SpringerVerlag 1995. [75] V. Vapnik, SE Golowich, and A. Smola. Support vector method for...processing. in M. Mozer, M. Jordan, and T. Petsche (Eds.): Advances in Neural lnformation Processing Systems 9, Cambridge, MA: The MlT Press 1997, 281-287....
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Advanced Mathematical & Computational Tools in Metrology V

P. Ciarlini - Mathematics - 2001 - 372 pages
...Data mining and pattern recognition, 2(2), pages 121-167, (1998). 3. VN Vapnik, SE Golowich, and AJ Smola. Support vector method for function approximation,...processing. In M. Mozer, M. Jordan, and T. Petsche, editors, Neural Information Processing Systems, Vol. 9. (MIT Press, Cambridge, MA, US, 1997). 4. R. Fletcher....
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Pacific Symposium on Biocomputing 2002, Kauai, Hawaii, 3-7 January 2002

Russ B. Altman - Biology - 2001 - 700 pages
...9. VN Vapnik. The nature of statistical learning theory. Springer Verlag, Heidelberg, DE, 1995. 10. V. Vapnik, S. Golowich, and A. Smola. Support vector...approximation, regression estimation, and signal processing. In MC Mozer, MI Jordan, and T. Petsche, editors, Advances in Neural Information Processing Systems, volume...
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Simplicial Algorithms for Minimizing Polyhedral Functions

M. R. Osborne - Computers - 2001 - 247 pages
...Vapnik, The Nature of Statistical Learning Theory, Springer- Verlag, Berlin, 1995. [66} V. Vapnik, SE Golowich, and A. Smola, Support vector method for...approximation, regression estimation, and signal processing, in Advances in Neural Information Processing Systems (MC Mozer, M. l. Jordan, and T. Petsche, eds.), MIT...
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Foundations of Bayesianism

D. Corfield, Jon Williamson - Business & Economics - 2001 - 413 pages
...pages 659-664. MIT Press, 2000. [Vapnik et al., 1997] Vladimir Vapnik, Steven E. Golowich, and Alex Smola. Support vector method for function approximation, regression estimation, and signal processing. In Michael C. Mozer, Michael I. Jordan, and Thomas Petsche, editors, Advances in Neural Information Processing...
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Data Mining Techniques

Arun K. Pujari - Data mining - 2001 - 288 pages
...Moscow. 1979. (English translation: 1982, Springer Verlag, New York) Vapnik V., Golowich SE, and Smola A. Support vector method for function approximation, regression estimation and signal processing. In Advances in Neural Information Processing Systems, 9, (eds.) Mozer MC, Jordan MI and Petsch T., MIT...
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Intelligent Applications in a Material World Select Papers from IPMM-2001

John A. Meech - Technology & Engineering - 2002 - 952 pages
...statistical learning theory. Springer- Verlag, New York. 9. Vapnik, V., Golowich, SE, Smola, A., 1997. Support vector method for function approximation,...processing. In: M. Mozer, M. Jordan, and T. Petsche (eds.): Neural Information Processing Systems, Vol. 9, MIT Press, Cambridge, MA. 10. Gunn, SR, Brown,...
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Least Squares Support Vector Machines

Johan A. K. Suykens, Tony Van Gestel, Jos De Brabanter - Mathematics - 2002 - 294 pages
...Statistical Learuing Theory, SpringerVerlag, New York. [280] Vapnik V., Golowich S., Smola A. (1997) "Support vector method for function approximation, regression estimation, and signal processing", In Mozer M-, Jordan M., Petsche T. (Eds.) Advances in Neural Information Processing Systems 9, 281-287,...
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Recent Advances in Intelligent Paradigms and Applications

Ajith Abraham - Computers - 2002 - 272 pages
...Algorithms, World Scientific Publishing Company, Singapore, 1996. [96] Vapnik V., Golowich S., and Smola A., Support vector method for function approximation, regression estimation, and signal processing. In Mozer M., Jordan M., and Petsche T. (Eds.), Advances in Neural Information Processing Systems 9, Cambridge,...
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Neural Information Processing: Research and Development

Jagath Chandana Rajapakse, Lipo Wang - Computers - 2004 - 478 pages
...IEEE, 2000. 30. VN Vapnik. The Nature of Statistical Learning Theory. Springer, New York, 1995. 31. VN Vapnik, S. Golowich, and A. Smola. Support Vector...Signal Processing. In M. Mozer, M. Jordan, and T. Petshe, editors, Advances in Neural Information Processing Systems, volume 9, pages 281—287, Cambridge,...
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Structural Reliability: Statistical Learning Perspectives

Jorge Eduardo Hurtado - Technology & Engineering - 2004 - 257 pages
...Chervonenkis. Teoria raspoznabania obratsov [Theory of Pattern Recognition]. Nauka, Moscow, 1974. 178. VN Vapnik, S. Golowich, and A. Smola. Support vector...approximation, regression estimation and signal processing. Advances in Neural Information Processing Systems, 9:281 - 287, 1996. 179. B. Vidanovic. Statistical...
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Neural Networks: A Classroom Approach

Satish Kumar - Neural networks (Computer science) - 2004 - 736 pages
...Intl Journal Man-Machine Studies, 12,1 (1980): 11-23. [556] Vapnik, V., Golowich, SE, and Smola, A., 'Support vector method for function approximation, regression estimation and signal processing', in Advances in Neural Information Processing Systems (1997), MC Mozer, MI Jordan, and T. Petsche (eds.)....
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Support Vector Machines: Theory and Applications

Lipo Wang - Computers - 2005 - 431 pages
...Statistical Learning Theory, Springer Verlag mc, New York, NY 34. Vapnik, V., S. Golowich, A. Smola. 1997. Support vector method for function approximation, regression estimation, and signal processing, In Advances in Neural Information Processing Systems 9, MIT Press, Cambridge, MA 35. Vapnik, VN, 1998....
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Real World Applications of Computational Intelligence

Mircea Gh. Negoita, Bernd Reusch - Computers - 2005 - 295 pages
...Statistical Learning Theory, Springer Verlag Inc, New York, NY 32. Vapnik, V., S. Golowich, A. Smola. 1997. Support vector method for function approximation, regression estimation, and signal processing, In Advances in Neural Information Processing Systems 9, MIT Press, Cambridge, MA 33. Vapnik. VX. 1998....
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Structural Health Monitoring 2006: Proceedings of the Third European Workshop

Alfredo Güemes - Technology & Engineering - 2006 - 1434 pages
...recognition," Data Mining and Knowledge Discovery, 2(2): 121-167. 5. Vapnik, V., Golowich, S., Smola, A. 1996. "Support vector method for function approximation, regression estimation, and signal processing," in /0* conference on Neural Information Processing Systems, Denver, Colorado. 6. Miiller, KR, Smola, A.,...
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Current Topics in Artificial Intelligence: 12th Conference of the Spanish ...

Daniel Borrajo, Luis Castillo, Juan Manuel Corchado - Computers - 2007 - 280 pages
...Statistical Learning Theory. John Wiley, Chichester (1998) [16] Vapnik, V., Golowich, S., Smola, A.: Support vector method for function approximation, regression estimation, and signal processing. In: Mozer, MC, Jordan, MI, Petsche, T. (eds.) Advances in Neural Information Processing Systems, vol. 9,...
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Advances in Information Retrieval: 29th European Conference on IR Research ...

Giambattista Amati - Computers - 2007 - 759 pages
...International Conference on Computational Linguistics (COLING). (2002) 9. Vapnik, V., Golowich, SE, Smola, AJ: Support vector method for function approximation, regression estimation and signal processing. In: NIPS. (1996) 10. Shawe- Taylor, J., Cristianini, N.: Kernel Methods for Pattern Analysis. Cambridge...
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Advances in Information Retrieval: 29th European Conference on IR Research ...

Giambattista Amati - Computers - 2007 - 759 pages
...International Conference on Computational Linguistics (COLING). (2002) 9. Vapnik, V., Golowich, SE, Smola, AJ: Support vector method for function approximation, regression estimation and signal processing. In: NIPS. (1996) 10. Shawe- Taylor, J., Cristianini, N.: Kernel Methods for Pattern Analysis. Cambridge...
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