Type Prediction in Noisy RDF Knowledge Bases Using Hierarchical Multilabel Classification with Graph and Latent Features

A Review of Relational Machine Learning for Knowledge Graphs

(2016) Maximilian Nickel et al.   PROCEEDINGS OF THE IEEE

Knowledge graph refinement: A survey of approaches and evaluation methods

(2016) Heiko Paulheim   Semantic Web

Lift: Multi-Label Learning with Label-Specific Features

(2015) Min-Ling Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Improving the Quality of Linked Data Using Statistical Distributions

(2014) Heiko Paulheim et al.   International Journal on Semantic Web and Information Systems

A survey of hierarchical classification across different application domains

(2010) Carlos N. Silla et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Link prediction based on local random walk

(2010) Weiping Liu et al.   EPL

Relational retrieval using a combination of path-constrained random walks

(2010) Ni Lao et al.   MACHINE LEARNING

DBpedia - A crystallization point for the Web of Data

(2009) Christian Bizer et al.   Journal of Web Semantics