Publications

This pages shows an exhaustive list of my publications (updated: June 2015).

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Label noise / anomalous observations

Feature selection with mutual information

Visualisation and interpretation

Concept drift and changing environments

ECG analysis with hidden Markov models

Random non-linear projections

Reinforcement learning

Clustering of geographical data

  • Thomas, I., Frankhauser, P., Frénay, B., Verleysen, M. Clustering patterns of urban built-up areas with curves of fractal scaling behaviour. Environment and Planning B: Planning and Design, 37(5), 942–954, 2010.
  • Thomas, I., Frankhauser, P., Frénay, B., Verleysen, M. Clustering fractal urban patterns with curves of scaling behavior. In Proc. ERSA 2009.
  • Thomas, I., Frankhauser, P., Frénay, B., Verleysen, M. Clustering patterns of urban builtup areas with curves of fractal scaling behavior. In Proc. ASRDLF 2009.