Ugo Vespier
Onderzoeker
- Naam
- Dr. U. Vespier
- Telefoon
- 071 5272727
- u.vespier@liacs.leidenuniv.nl
Onderzoeker
- LIACS
- Data Science
- Miao S., Vespier U., De Gouveia da Costa Cachucho R.E., Meeng M. & Knobbe A.J. (2016), Predefined pattern detection in large time series, Information Sciences 329: 950–964.
- Vespier U. (15 december 2015), Mining sensor data from complex systems (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Promotor(en) en copromotor(en): Kok J.N., Knobbe A.J.
- Vanschoren J., Vespier U., Miao S., Meeng M., De Gouveia da Costa Cachucho R.E. & Knobbe A.J. (2014), Large-scale sensor network analysis - Applications in structural health monitoring, in Big Data Management, Technologies, and Applications. In: , Big Data Management, Technologies, and Applications: IGI Global. 314-347.
- De Gouveia da Costa Cachu R.E., Meeng M., Vespier U., Nijssen S.G.R. & Knobbe A.J. (2014), Mining multivariate time series with mixed sampling rates, UbiComp '14: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. UbiComp '14: The 2014 ACM Conference on Ubiquitous Computing 13 september 2014 - 17 september 2017. New York, NY, U.S.A.: ACM. 413-423.
- Miao S., Vespier U., Vanschoren J., Knobbe A.J. & De Gouveia da Costa Cachucho R.E. (2013), Modeling Sensor Dependencies between Multiple Sensor Types, Proceedings BENELEARN 2013. .
- Vespier U., Nijssen S.G.R. & Knobbe A.J. (2013), Mining characteristic multi-scale motifs in sensor-based time series. He Q., Iyengar A., Nejdl W., Pei J. & Rastogi R. (red.), Proceedings 22nd ACM International Conference on Information and Knowledge Management (CIKM'13). : ACM. 2393-2398.
- Vespier U., Knobbe A., Nijssen S. & Vanschoren J. (2012), MDL-based Identification of Relevant Temporal Scales in Time Series, Proceedings WITMSE 2012. .
- Vespier U., Knobbe A., Nijssen S. & Vanschoren J. (2012), MDL-based Analysis of Time Series at Multiple Time-Scales, Proceedings ECML PKDD 2012. 371-386.
- Miao S., Knobbe A., Vanschoren J., Vespier U., Koopman A., Cachucho R. & Chen Xiaoyun (2011), A Range of Data Mining Techniques to Correlate Multiple Sensor Types, Proceedings Dutch-Belgian Database Day. .
- Vespier U., Knobbe A., Vanschoren J. & Miao S. (2011), InfraWatch: modeling bridge behavior by event recognition in sensor measurements, Proceedings SMiLee 2010. .
- Vespier U., Knobbe A., Vanschoren J., Miao S., Koopman A., Obladen B. & Bosma C. (2011), Traffic Events Modeling for Structural Health Monitoring, Advances in Intelligent Data Analysis X - 10th International Symposium, IDA 2011. : Springer. 376-387.
- Vespier U. (2010), Mining Patterns for Structural Health Monitoring, Proceedings Dutch-Belgian Database Day 2010. .