A Two-Level Learning Method for Generalized Multi-instance Problems

Author:

Weidmann Nils,Frank Eibe,Pfahringer Bernhard

Publisher

Springer Berlin Heidelberg

Reference10 articles.

1. Dietterich, T.G., Lathrop, R.H., Lozano-Perez, T.: Solving the Multiple Instance Problem with Axis-Parallel Rectangles. Artificial Intelligence 89, 31–71 (1997)

2. Gärtner, T., Flach, P.A., Kowalczyk, A., Smola, A.J.: Multi-Instance Kernels. In: Proc. 19th Int. Conf. on Machine Learning, pp. 179–186. Morgan Kaufmann, San Francisco (2002)

3. Ramon, J., De Raedt, L.: Multi Instance Neural Networks. In: Proc. ICML Workshop on Attribute-Value and Relational Learning (2000)

4. Maron, O., Lozano-Pérez, T.: A Framework for Multiple-Instance Learning. In: Advances in Neural Information Processing Systems, vol. 10, MIT Press, Cambridge (1998)

5. Zucker, J.D., Chevaleyre, Y.: Solving multiple-instance and multiple-part learning problems with decision trees and decision rules. Application to the mutagenesis problem. In: Internal Report, University of Paris 6 (2000)

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