Ugo Vespier

I am a PhD candidate in the Data Mining group at the Leiden Institute of Advanced Computer Science (LIACS). I obtained a MSc in Computer Science from the University of Pisa in 2010 with a thesis about mining of web multimedia content. I am currently working on data mining methods for time series in the context of the InfraWatch project. My main interests are algorithm design, web and data mining, machine learning and information theory.

Publications at Conferences and Workshops

  1. Vespier U. Mining Patterns for Structural Health Monitoring.
    DBDBD 2010. 22 November 2010, Hasselt, Belgium.
  2. Vespier U. InfraWatch: Modeling bridge behavior by event recognition in sensor measurements.
    SMiLee 2011. 29-31 March 2011, Prüm, Germany.
  3. Vespier U., Knobbe A., Vanschoren J. et al.. Traffic Events Modeling for Structural Health Monitoring.
    IDA 2011. 29-31 October 2011, Porto, Portugal.
  4. Vespier U., Knobbe A., Nijssen S., Vanschoren J.. MDL-based Identification of Relevant Temporal Scales in Time Series. WITMSE 2012. 27-30 August 2012, Amsterdam, NL.
  5. Vespier U., Knobbe A., Nijssen S., Vanschoren J.. MDL-based Analysis of Time Series at Multiple Time-Scales. ECML-PKDD 2012. 24-28 September 2012, Bristol, UK.
  6. Miao S., Vespier U., Vanschoren J., Knobbe A., Cachucho J.. Modeling Sensor Dependencies between Multiple Sensor Types. Benelearn 2013.
  7. Baggio A., Vespier U., Knobbe A.. Automated Selection of Data-Adaptive Approximations for Large Time-Series Visualization. Benelearn 2013.
  8. Vanschoren, J., Vespier, U., Miao, S., Meeng, M., Cachucho, R., Knobbe, A.. Large-scale sensor network analysis - Applications in structural health monitoring. Chapter in Big Data Management, Technologies, and Applications, IGI Global, 2013
  9. Vespier U., Nijssen S., Knobbe A.. Mining Characteristic Multi-Scale Motifs in Sensor-Based Time Series. CIKM 2013. San Francisco, USA.
  10. Cachucho R., Meeng M., Vespier U., Nijssen S., Knobbe A.. Mining Multivariate Time Series with Mixed Sampling Rates. UBICOMP 2014. Seattle, USA.
  11. Miao S., Vespier U., Cachucho R., Meeng M., Knobbe A.. Predefined pattern detection in large time series. Information Sciences.

Teaching

Contact Info

Ugo Vespier