Publications

See also my google scholar homepage, which may be more complete and up-to-date.

Publications: 
Year: 2013
Title Authors Status Year
Subjective interestingness in exploratory data mining Tijl De Bie conference paper 2013
Mining Interesting Patterns in Multi-Relational Data with N-ary Relationships Eirini Spyropoulou, Tijl De Bie, Mario Boley conference paper 2013
Year: 2012
Title Authors Status Year
An end-to-end machine learning system for harmonic analysis of music Ni Yizhao, Matt McVicar, Raul Santos-Rodriguez, Tijl De Bie journal paper 2012
Learning to Translate: A Statistical and Computational Analysis Marco Turchi, Tijl De Bie, Cyril Goutte, Nello Cristianini journal paper 2012
CCA and Multi-way Extension for Investigating Common Components Between Audio, Lyrics and Tags Matt McVicar, Tijl De Bie conference paper 2012
The NetCover Algorithm for the Reconstruction of Causal Networks Nick Fyson, Tijl De Bie, Nello Cristianini journal paper 2012
Formalizing Complex Prior Information to Quantify Subjective Interestingness of Frequent pattern Sets Kleanthis-Nikolaos Kontonasios, Tijl De Bie conference paper 2012
Using Hyper-genre Training to Explore Genre Information for Automatic Chord Estimation Yizhao Ni, Matt McVicar, Raul Santos-Rodriguez, Tijl De Bie conference paper 2012
Knowledge discovery interestingness measures based on unexpectedness Kleanthis-Nikolaos Kontonasios, Eirini Spyropoulou, Tijl De Bie journal paper 2012
Machine Learning and Knowledge Discovery in Databases Peter A. Flach, Tijl De Bie, Nello Cristianini book 2012
Year: 2011
Title Authors Status Year
Maximum Entropy Models and Subjective Interestingness: an Application to Tiles in Binary Databases Tijl De Bie journal paper 2011
Leveraging Noisy Online Databases for Use in Chord Recognition Matt McVicar, Ni Yizhao, Raul Santos-Rodriguez, Tijl De Bie conference paper 2011
Using Online Chord Databases to Enhance Chord Recognition Matt McVicar, Ni Yizhao, Raul Santos-Rodriguez, Tijl De Bie journal paper 2011
An Information Theoretic Framework for Data Mining Tijl De Bie conference paper 2011
Refining Causality: Who Copied from Whom? Tristan Snowsill, Nick Fyson, Tijl De Bie, Nello Cristianini conference paper 2011