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Journal of Intelligent Information Systems

Volumn 18, Issue 2-3, 2002, Pages 127-152

Latent semantic kernels

(3) Cristianini, Nello a Shawe Taylor, John a Lodhi, Huma a

a UNIVERSITY OF LONDON (United Kingdom)

Author keywords

Gram Schmidt kernels; Kernel methods; Latent semantic indexing; Latent semantic kernels; Text categorization

Indexed keywords

INDEXING (OF INFORMATION); INFORMATION RETRIEVAL; TEXT PROCESSING; VECTORS;

LATENT SEMANTIC INDEXING (LSI); SUPPORT VECTOR MACHINES;

SEMANTICS;

EID: 0036498473 PISSN: 09259902 EISSN: None Source Type: Journal
DOI: 10.1023/A:1013625426931 Document Type: Article

Times cited : (186)

References (27)

1
- 0000874557
- Theoretical foundations of the potential function method in pattern recognition learning
- (1964) Automation and Remote Control , vol.25 , pp. 821-837
- Aizerman, M.¹ Braverman, E.² Rozonoer, L.³

2
- 0026966646
- A training algorithm for optimal margin classifiers
- D. Haussler (Eds.), New York: ACM Press
- (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

3
- 0003798635
- Cambridge: Cambridge University Press
- (2000) An Introduction to Support Vector Machines
- Cristianini, N.¹ Shawe-Taylor, J.²

4
- 84989525001
- Indexing by latent semantic analysis
- (1990) Journal of the American Society for Information Science , vol.41 , Issue.6 , pp. 391-407
- Deerwester, S.¹ Dumais, S.T.² Furnas, G.W.³ Landauer, T.K.⁴ Harshman, R.A.⁵

5
- 85105809948
- Inductive learning algorithms and representations for text categorization
- (1998) 7th International Conference on Information and Knowledge Management
- Dumais, S.¹ Platt, J.² Heckerman, D.³ Sahami, M.⁴

6
- 20444470607
- Automatic cross-language retrieval using latent semantic indexing
- (1997) AAAI Spring Symposium on Cross-Language Text and Speech Retrieval , pp. 115-132
- Dumais, S.T.¹ Letsche, T.A.² Littman, M.L.³ Landauer, T.K.⁴

7
- 0008371352
- Large margin rank boundaries for ordinal regression
- A.J. Smola, P. Bartlett, B. Schölkopf, and C. Schuurmans (Eds.), Cambridge, MA: MIT Press
- (2000) Advances in Large Margin Classifiers
- Herbrich, R.¹ Graepel, T.² Obermayer, K.³

8
- 0000636553
- Text categorization with support vector machines
- (1998) Proceedings of European Conference on Machine Learning (ECML)
- Joachims, T.¹

9
- 0002714543
- Making large-scale SVM learning practical
- B. Schölkopf, C. Burges, and A. Smola (Eds.), Cambridge, MA: MIT Press
- (1999) Advances in Kernel - Methods Support Vector Learning
- Joachims, T.¹

10
- 0008347163
- Approximate dimension equalization in vector-based information retrieval
- Pat Langley (Ed.), Los Altos, CA: Morgan-Kauffman
- (2000) Proceedings of the Seventeenth International Conference on Machine Learning
- Jiang, F.¹ Littman, M.L.²

11
- 0036161242
- Text categorization with support vector machines. How to represent texts in input space?
- (2002) Machine Learning , vol.46 , pp. 423-444
- Leopold, E.¹ Kinderman, J.²

12
- 0003891679
- Technical report, Stanford University
- (1993) Five Papers on Wordnet
- Miller, G.¹ Beckwith, R.² Fellbaum, C.³ Gross, D.⁴ Miller, K.⁵

13
- 0002755771
- Gaussian processes and SVM: Mean field and leave-one-out
- A.J. Smola, P. Bartlett, B. Schölkopf, and C. Schuurmans (Eds.), Cambridge, MA: MIT Press
- (2000) Advances in Large Margin Classifiers
- Opper, M.¹ Winther, O.²

14
- 0004161838
- Cambridge: Cambridge University Press
- (1992) Numerical Recipes in C: The Art of Scientific Computing
- Press, W.H.¹

15
- 0016572913
- A vector space model for information retrieval
- (1975) Journal of the American Society for Information Science , vol.18 , pp. 613-620
- Salton, G.¹ Wang, A.² Yang, C.S.³

16
- 0002619965
- Ridge regression learning algorithm in dual variables
- J. Shavlik (Ed.), Los Altos, CA: Morgan Kaufmann
- (1998) Machine Learning: Proceedings of the Fifteenth International Conference
- Saunders, C.¹ Gammermann, A.² Vovk, V.³

17
- 0001836232
- Kernel PCA pattern reconstruction via approximate pre-images
- L. Niklasson, M. Bodén, and T. Ziemke (Eds.), Perspectives in Neural Computing. Berlin: Springer Verlag
- (1998) Proceedings of the 8th International Conference on Artificial Neural Networks , pp. 147-152
- Schölkopf, B.¹ Mika, S.² Smola, A.³ Rätsch, G.⁴ Müller, K.-R.⁵

18
- 0002570938
- Kernel principal component analysis
- B. Schölkopf, C.J.C. Burges, and A.J. Smola (Eds.), Cambridge, MA: MIT Press
- (1999) Advances in Kernel Methods - Support Vector Learning , pp. 327-352
- Schölkopf, B.¹ Smola, A.J.² Müller, K.³

19
- 0000487102
- SV estimating the support of a higher dimensional distribution, neural computation
- (2001) Neural Information Processing Systems , vol.13 , Issue.7 , pp. 1443-1471
- Schölkopf, B.¹ Platt, J.C.² Shawe-Taylor, J.³ Williamson, R.C.⁴ Smola, A.J.⁵

20
- 0032166068
- Structural risk minimization over data-dependent hierarchies
- (1998) IEEE Transactions on Information Theory , vol.44 , Issue.5 , pp. 1926-1940
- Shawe-Taylor, J.¹ Bartlett, P.L.² Williamson, R.C.³ Anthony, M.⁴

21
- 0000622640
- Margin distribution and soft margin
- A.J. Smola, P.L. Bartlett, B. Schölkopf, and D. Schuurmans (Eds.), Cambridge, MA: MIT Press
- (2000) Advances in Large Margin Classifiers , pp. 349-358
- Shawe-Taylor, J.¹ Cristianini, N.²

22
- 0030412399
- Experiments in multilingual information retrieval using the spi-der system
- New York: ACM
- (1996) Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval , pp. 58-65
- Sheridan, P.¹ Ballerini, J.P.²

23
- 0033699174
- Support vectors machines based on a semantic kernel for text categorization
- IJCNN, Como, IEEE
- (2000) Proceedings of the International Joint Conference on Neural Networks
- Siolas, G.¹ D'Alché Buc, F.²

24
- 0003401675
- A tutorial on support vector regression
- Royal Holloway, University of London
- (1998) NeuroCOLT Technical Report NC-TR-98-030
- Smola, A.¹ Schölkopf, B.²

25
- 0004156661
- Technical Report 99-04, University of Wisconsin, Data Mining Institute, Madison
- (1999) Sparse Kernel Feature Analysis
- Smola, A.J.¹ Mangasarian, O.L.² Schölkopf, B.³

26
- 0003991806
- New York: Wiley
- (1998) Statistical Learning Theory
- Vapnik, V.¹

27
- 85014894392
- Generalized vector space model in information retrieval
- New York: ACM
- (1985) ACM SIGIR Conference on Research and Development in Information Retrieval , pp. 18-25
- Wong, S.K.M.¹ Ziarko, W.² Wong, P.C.N.³

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.