prof.dr. M.N.M. van Lieshout (Marie-Colette)

Hoogleraar
EEMCS-AM-MOR
Zilverling 4029
m.n.m.vanlieshout@utwente.nl
+31534895647
Visitekaartje

https://www.cwi.nl/people/marie-colette-van-lieshout

Expertises

  • Earth and Planetary Sciences

    • Model
    • Summary

  • Mathematics

    • Point Process
    • intensity function λ
    • Kernel Estimator
    • Spatial Point Process

  • Computer Science

    • Functions
    • Models

Organisaties

Nevenwerkzaakheden

  • CWISenior researcher

Publicaties

2024
Discussion of ‘Marked Spatial Point Processes: Current State and Extensions to Point Processes on Linear Networks’ by Matthias Eckardt and Mehdi Moradi, 395-398. van Lieshout, M.-C.https://doi.org/10.1007/s13253-024-00609-xM.N.M. van Lieshout and C. Lu's contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning', 306-307. van Lieshout, M.-C. & Lu, C.https://doi.org/10.1093/jrsssb/qkad150Non‑parametric adaptive bandwidth selection for kernel estimators of spatial intensity functions, 313–331. van Lieshout, M.-C.https://doi.org/10.1007/s10463-023-00890-6On the moments of Cox rate-and-state models, 1-13. ArXiv.org. Baki, Z. & van Lieshout, M. N. M.https://doi.org/10.48550/arXiv.2403.13413XGBoostPP: Tree-based Estimation of Point Process Intensity Functions. ArXiv.org. Lu, C., Guan, Y., van Lieshout, M.-C. & Xu, G.https://doi.org/10.48550/arXiv.2401.17966A non-homogeneous semi-Markov model for interval censoring, 1-21. ArXiv.org. van Lieshout, M.-C. & Markwitz, R. L.
2023
Data-driven chimney fire risk prediction using machine learning and point process tools, 3088-3111. Lu, C., van Lieshout, M.-C., de Graaf, M. & Visscher, P.https://doi.org/10.1214/23-AOAS1752Optimal decision rules for marked point process models, 1-14. ArXiv.org. van Lieshout, M.-C.https://doi.org/10.48550/arXiv.2309.03752State estimation for aoristic models, 1068-1089. van Lieshout, M.-C. & Markwitz, R. L.https://doi.org/10.1111/sjos.12619Exploring Seismic Hazard in the Groningen Gas Field Using Adaptive Kernel Smoothing (E-pub ahead of print/First online). van Lieshout, M.-C. & Baki, Z.https://doi.org/10.1007/s11004-023-10081-x

Onderzoeksprofielen

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