Inductive Logic Programming 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers / [electronic resource] :
edited by Jesse Davis, Jan Ramon.
- 1st ed. 2015.
- Cham : Springer International Publishing, 2015.
- 1 online resource (X, 211 p. 62 ill. in color.)
- Lecture Notes in Computer Science, 9046 0302-9743 ; .
Reframing on Relational Data -- Inductive Learning using Constraint-driven Bias -- Nonmonotonic Learning in Large Biological Networks -- Construction of Complex Aggregates with Random Restart Hill-Climbing -- Logical minimisation of meta-rules within Meta-Interpretive Learning -- Goal and plan recognition via parse trees using prefix and infix probability computation -- Effectively creating weakly labeled training examples via approximate domain knowledge -- Learning Prime Implicant Conditions From Interpretation Transition -- Statistical Relational Learning for Handwriting Recognition -- The Most Probable Explanation for Probabilistic Logic Programs with Annotated Disjunctions -- Towards machine learning of predictive models from ecological data -- PageRank, ProPPR, and Stochastic Logic Programs -- Complex aggregates over clusters of elements -- On the Complexity of Frequent Subtree Mining in Very Simple Structures.