| W. Van Laer and L. De Raedt. A methodo- logy for first order learning: a case study. In F. Verdenius and W. van den Broek, editors, Proceedings of the Eighth Belgian-Dutch Conference on Machine Learning, volume 352 of ATO-DLO Rapport, 1998. |
....we discuss some other approaches to overcome the limitations of the propositional framework, such as transformation based methods or first order feature construction methods. Bibliographical note: This chapter is partly based on [Van Laer and De Raedt, 2001a; Van Laer and De Raedt, 200lb] and [Van Laer and De Raedt, 1998]. 3.2 The propositional task and algorithm Suppose that we are asked to design a learning system for the Bongard like problems in Figure 1.1 and Figure 1.2. Machine learning researchers and practitioners would observe that these are classification problems and can be tackled with a predictive ....
W. Van Laer and L. De Raedt. A methodo- logy for first order learning: a case study. In F. Verdenius and W. van den Broek, editors, Proceedings of the Eighth Belgian-Dutch Conference on Machine Learning, volume 352 of ATO-DLO Rapport, 1998.
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