-
3
-
-
0001089823
-
Support vector clustering
-
Ben-Hur, A-, Horn, D., Siegelmann, H. T., & Vapnik, V. (2003). Support vector clustering, Journal of Machine Learning Research, 2, 125-137.
-
(2003)
Journal of Machine Learning Research
, vol.2
, pp. 125-137
-
-
Ben-Hur, A.1
Horn, D.2
Siegelmann, H.T.3
Vapnik, V.4
-
4
-
-
0032069371
-
Top-down induction of first order logical decision trees
-
Blockeel, H., & De Raedt, L. (1998). Top-down induction of first order logical decision trees. Artificial Intelligence, 101:1/2, 285-297.
-
(1998)
Artificial Intelligence
, vol.101
, Issue.1-2
, pp. 285-297
-
-
Blockeel, H.1
De Raedt, L.2
-
5
-
-
0026966646
-
A training algorithm for optimal margin classifiers
-
D. Haussler (Ed.), ACM Press
-
Boser, B. E., Guyon, I. M., & Vapnik, V. N. (1992). A training algorithm for optimal margin classifiers. In D. Haussler (Ed.), Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory (pp. 144-152). 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
-
6
-
-
0003180840
-
A formulation of the simple theory of types
-
Church, A. (1940). A formulation of the simple theory of types. Journal of Symbolic Logic, 5, 56-68.
-
(1940)
Journal of Symbolic Logic
, vol.5
, pp. 56-68
-
-
Church, A.1
-
7
-
-
84898995383
-
Convolution kernels for natural language
-
T. G. Dietterich, S. Becker, & Z. Ghahramani (Eds.). MIT Press
-
Collins, M., & Duffy, N. (2002). Convolution kernels for natural language. In T. G. Dietterich, S. Becker, & Z. Ghahramani (Eds.), Advances in neural information processing systems (Vol. 14) MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Collins, M.1
Duffy, N.2
-
10
-
-
84947905415
-
Inductive constraint logic
-
K. Jantke, T. Shinohara, & T. Zeugmann (Eds.), Springer Verlag
-
De Raedt, L., & Van Laer, W. (1995). Inductive constraint logic. In K. Jantke, T. Shinohara, & T. Zeugmann (Eds.), Proceedings of the 6th International Workshop on Algorithmic Learning Theory, Vol. 997 of LNAI, (pp. 80-94). Springer Verlag.
-
(1995)
Proceedings of the 6th International Workshop on Algorithmic Learning Theory, Vol. 997 of LNAI
, vol.997
, pp. 80-94
-
-
De Raedt, L.1
Van Laer, W.2
-
11
-
-
0030649484
-
Solving the multiple instance problem with axis-parallel rectangles
-
Dietterich, T. G., Lathrop, R. H., & Lozano-Pérez, T. (1997). Solving the multiple instance problem with axis-parallel rectangles. Artificial Intelligence, 89:1/2, 31-71.
-
(1997)
Artificial Intelligence
, vol.89
, Issue.1-2
, pp. 31-71
-
-
Dietterich, T.G.1
Lathrop, R.H.2
Lozano-Pérez, T.3
-
13
-
-
0032119870
-
13C NMR spectra with inductive logic programming
-
Special Issue on First-Order Knowledge Discovery in Databases
-
13C NMR spectra with inductive logic programming. Applied Artificial Intelligence, 12:5, 363-383. Special Issue on First-Order Knowledge Discovery in Databases.
-
(1998)
Applied Artificial Intelligence
, vol.12
, Issue.5
, pp. 363-383
-
-
Džeroski, S.1
Schulze-Kremer, S.2
Heidtke, K.3
Siems, K.4
Wettschereck, D.5
Blockeel, H.6
-
17
-
-
4444231365
-
A survey of kernels for structured data
-
Gärtner, T. (2003). A survey of kernels for structured data. SIGKDD Explorations.
-
(2003)
SIGKDD Explorations.
-
-
Gärtner, T.1
-
18
-
-
4444252785
-
Multi-instance kernels
-
C. Sammut & A. Hoffmann (Eds.). Morgan Kaufmann
-
Gärtner, T., Flach, P. A., Kowalczyk, A., & Smola, A. J. (2002). Multi-instance kernels. In C. Sammut & A. Hoffmann (Eds.), Proceedings of the 19th International Conference on Machine Learning (pp. 179-186). Morgan Kaufmann.
-
(2002)
Proceedings of the 19th International Conference on Machine Learning
, pp. 179-186
-
-
Gärtner, T.1
Flach, P.A.2
Kowalczyk, A.3
Smola, A.J.4
-
20
-
-
0004019973
-
Convolution kernels on discrete structures
-
Department of Computer Science, University of California at Santa Cruz
-
Haussler, D. (1999). Convolution kernels on discrete structures. Technical report, Department of Computer Science, University of California at Santa Cruz.
-
(1999)
Technical Report
-
-
Haussler, D.1
-
21
-
-
0035312303
-
Relational instance-based learning with lists and terms
-
Horváth, T., Wrobel, S., & Bohnebeck, U. (2001). Relational instance-based learning with lists and terms. Machine Learning, 43:1/2, 53-80.
-
(2001)
Machine Learning
, vol.43
, Issue.1-2
, pp. 53-80
-
-
Horváth, T.1
Wrobel, S.2
Bohnebeck, U.3
-
24
-
-
0011858375
-
Integrated segmentation and recognition of hand-printed numerals
-
R. Lippmann, J. Moody, & D. Touretzky (Eds.). Morgan Kaufmann
-
Keeler, J. D., Rumelhart, D. E., & Leow, W.-K. (1991). Integrated segmentation and recognition of hand-printed numerals. In R. Lippmann, J. Moody, & D. Touretzky (Eds.), Advances in neural information processing systems, Vol. 3 (pp. 557-563). Morgan Kaufmann.
-
(1991)
Advances in Neural Information Processing Systems
, vol.3
, pp. 557-563
-
-
Keeler, J.D.1
Rumelhart, D.E.2
Leow, W.-K.3
-
26
-
-
0041965869
-
Text classification using string kernels
-
Lodhi, H., Saunders, C., Shawe-Taylor, J., Cristianini, N., & Watkins, C. (2002). Text classification using string kernels. Journal of Machine Learning Research, 2, 419-444.
-
(2002)
Journal of Machine Learning Research
, vol.2
, pp. 419-444
-
-
Lodhi, H.1
Saunders, C.2
Shawe-Taylor, J.3
Cristianini, N.4
Watkins, C.5
-
27
-
-
84898935332
-
A framework for multiple-instance learning
-
M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.). MIT Press
-
Maron, O., & Lozano-Pérez, T. (1998). A framework for multiple-instance learning. In M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Advances in neural information processing systems, Vol. 10. MIT Press.
-
(1998)
Advances in Neural Information Processing Systems
, vol.10
-
-
Maron, O.1
Lozano-Pérez, T.2
-
28
-
-
2442612280
-
To the international computing community: A new EastWest challenge
-
Oxford University Computing laboratory, Oxford, UK
-
Michie, D., Muggleton, S., Page, D., & Srinivasan, A. (1994). To the international computing community: A new EastWest challenge. Technical report, Oxford University Computing laboratory, Oxford, UK.
-
(1994)
Technical Report
-
-
Michie, D.1
Muggleton, S.2
Page, D.3
Srinivasan, A.4
-
29
-
-
0035272287
-
An introduction to kernel-based learning algorithms
-
Müller, K.-R., Mika, S., Rätsch, G., Tsuda, K., & Schölkopf, B. (2001). An introduction to kernel-based learning algorithms. IEEE Transactions on Neural Networks, 2:2.
-
(2001)
IEEE Transactions on Neural Networks
, vol.2
, Issue.2
-
-
Müller, K.-R.1
Mika, S.2
Rätsch, G.3
Tsuda, K.4
Schölkopf, B.5
-
30
-
-
0035283313
-
Robust classification for imprecise environments
-
Provost, F., & Fawcett, T. (2001). Robust classification for imprecise environments. Machine Learing, 42:3, 203-231.
-
(2001)
Machine Learing
, vol.42
, Issue.3
, pp. 203-231
-
-
Provost, F.1
Fawcett, T.2
-
31
-
-
0001172265
-
Learning logical definitions from relations
-
Quinlan, J. (1990). Learning logical definitions from relations. Machine Learning, 5:3, 239-266.
-
(1990)
Machine Learning
, vol.5
, Issue.3
, pp. 239-266
-
-
Quinlan, J.1
-
32
-
-
0035402326
-
A polynomial time computable metric between point sets
-
Ramon, J., & Bruynooghe, M. (2001). A polynomial time computable metric between point sets. Acta Informatics, 37:10, 765-780.
-
(2001)
Acta Informatics
, vol.37
, Issue.10
, pp. 765-780
-
-
Ramon, J.1
Bruynooghe, M.2
-
36
-
-
0002570938
-
Kernel principal component analysis
-
B. Schölkopf, C. Burges, & A. Smola (Eds.). MIT Press
-
Schölkopf, B., Smola, A. J., & Muller, K.-R. (1999). Kernel principal component analysis. In B. Schölkopf, C. Burges, & A. Smola (Eds.), Advances in kernel methods-support vector learning (pp. 327-352). MIT Press.
-
(1999)
Advances in Kernel Methods-support Vector Learning
, pp. 327-352
-
-
Schölkopf, B.1
Smola, A.J.2
Muller, K.-R.3
-
41
-
-
84898999828
-
EM-DD: An improved multiple-instance learning technique
-
T. Dietterich, S. Becker, & Z. Ghahramani (Eds.). MIT Press
-
Zhang, Q., & Goldman, S. (2002). EM-DD: An improved multiple-instance learning technique. In T. Dietterich, S. Becker, & Z. Ghahramani (Eds.), Advances in neural information processing systems, Vol. 14. MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Zhang, Q.1
Goldman, S.2
-
42
-
-
0033670134
-
Engineering support vector machine kernels that recognize translation initiation sites
-
Zien, A., Ratsch, G., Mika, S., Schölkopf, B., Lengauer, T., & Muller, K.-R. (2000). Engineering support vector machine kernels that recognize translation initiation sites. Bioinformatics, 16:9, 799-807.
-
(2000)
Bioinformatics
, vol.16
, Issue.9
, pp. 799-807
-
-
Zien, A.1
Ratsch, G.2
Mika, S.3
Schölkopf, B.4
Lengauer, T.5
Muller, K.-R.6
|