MLG 2007 - PDF Preprint Papers

MLG 2007 Mining and Learning with Graphs

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MLG
2007
Springer

196views Machine Learning» more MLG 2007»

Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning

14 years 5 months ago

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Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...

Jianzhong Chen, Stephen Muggleton, Jose Santos

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Id	Views	Title	Status

1	196	Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning	claim
2	186	Speeding Up Graph Edit Distance Computation with a Bipartite Heuristic	claim
3	169	Graphs, Hypergraphs, and Inductive Logic Programming	claim
4	158	Comparative Evaluation of PL languages	claim
5	151	DIGDAG, a First Algorithm to Mine Closed Frequent Embedded Sub-DAGs	claim
6	149	Weighted Substructure Mining for Image Analysis	claim
7	143	Support Computation for Mining Frequent Subgraphs in a Single Graph	claim
8	134	Transductive Rademacher Complexities for Learning Over a Graph	claim
9	130	Learning and Inference in Massive Social Networks	claim
10	123	Improving Frequent Subgraph Mining in the Presence of Symmetry	claim
11	121	A Polynomial-time Metric for Outerplanar Graphs	claim
12	120	A Universal Kernel for Learning Regular Languages	claim
13	119	The Cost of Learning Directed Cuts	claim
14	119	Inferring Vertex Properties from Topology in Large Networks	claim
15	109	Learning Graph Matching	claim
16	108	General Graph Refinement with Polynomial Delay	claim
17	103	Web Graph Parameters and the Pagerank Distribution	claim

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