We present an approach for solving some of the problems of top-down Inductive Logic Programming systems when learning multiple predicates. The approach is based on an algorithm for learning abductive logic programs. Abduction is used to generate additional information that is useful for solving the problem of global inconsistency when learning multiple predicates
Traditional Machine Learning approaches based on single inference mechanisms have reached their limi...
The learning system Progol5 and the inference method of Bottom Generalisation are firmly established...
The goal of inductive logic programming is to induce a set of rules (a logic program) that generalis...
We propose an approach for the integration of abduction and induction in Logic Programming. We defi...
In this paper, we explored a learning approach which combines different learning methods in inducti...
We investigate how abduction and induction can be integrated into a common learning framework. In pa...
We propose an approach for the integration of abduction and induction in Logic Programming. In parti...
The representation language of Machine Learning has undergone a substantial evolution, starting fro...
We discuss the adoption of a three-valued setting for inductive concept learning. Distinguishing be...
This chapter describes an inductive learning method that derives logic programs and invents predicat...
This chapter describes an inductive learning method that derives logic programs and invents predicat...
We propose an integration of abduction and induction where the two inference processes cooperate in...
Abstract. In this paper, we explored a learning approach which com-bines dierent learning methods in...
We present the system LAP (Learning Abductive Programs) that is able to learn abductive logic progr...
We propose an approach for the integration of abduction and induction in Logic Programming. In parti...
Traditional Machine Learning approaches based on single inference mechanisms have reached their limi...
The learning system Progol5 and the inference method of Bottom Generalisation are firmly established...
The goal of inductive logic programming is to induce a set of rules (a logic program) that generalis...
We propose an approach for the integration of abduction and induction in Logic Programming. We defi...
In this paper, we explored a learning approach which combines different learning methods in inducti...
We investigate how abduction and induction can be integrated into a common learning framework. In pa...
We propose an approach for the integration of abduction and induction in Logic Programming. In parti...
The representation language of Machine Learning has undergone a substantial evolution, starting fro...
We discuss the adoption of a three-valued setting for inductive concept learning. Distinguishing be...
This chapter describes an inductive learning method that derives logic programs and invents predicat...
This chapter describes an inductive learning method that derives logic programs and invents predicat...
We propose an integration of abduction and induction where the two inference processes cooperate in...
Abstract. In this paper, we explored a learning approach which com-bines dierent learning methods in...
We present the system LAP (Learning Abductive Programs) that is able to learn abductive logic progr...
We propose an approach for the integration of abduction and induction in Logic Programming. In parti...
Traditional Machine Learning approaches based on single inference mechanisms have reached their limi...
The learning system Progol5 and the inference method of Bottom Generalisation are firmly established...
The goal of inductive logic programming is to induce a set of rules (a logic program) that generalis...
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