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cs.LG2018
Relational Constraints for Metric Learning on Relational Data
Jiajun Pan, Hoel Le Capitaine, Philippe Leray
Most of metric learning approaches are dedicated to be applied on data described by feature vectors, with some notable exceptions such as times series, trees or graphs. The objecti…
cs.LG2016
Probabilistic Relational Model Benchmark Generation
Mouna Ben Ishak, Rajani Chulyadyo, Philippe Leray
The validation of any database mining methodology goes through an evaluation process where benchmarks availability is essential. In this paper, we aim to randomly generate relation…