Tree-based estimation of conditional intensity functions for multivariate point processes.
Goodness-of-fit tests for case-control point pattern data.
Denoising spatial point patterns.
Lieshout, M. N. M. van (*) & Lu, C. (*) (2025), ` Bayesian inference for independent cluster processes ', submitted. (*: alphabetical order)
Lu, C., Xu, G., Yang, J. & Guan, Y. (2025), ` On ignorability of preferential sampling in geostatistics ', submitted.
Lieshout, M. N. M. van (*) & Lu, C. (*) (2025), ` Infill asymptotics for logistic regression estimators for parameters of the intensity function of spatial point processes ', Annals of the Institute of Statistical Mathematics, in press. (*: alphabetical order)
Lu, C., Guan, Y., Lieshout, M. N. M. van & Xu, G. (2025), ` XGBoostPP: Tree-based estimation of point process intensity functions ', Journal of Computational and Graphical Statistics, in press.
Lieshout, M. N. M. van & Lu, C. (2024), ` M.N.M. van Lieshout and C. Lu's contribution to the Discussion of `the Discussion Meeting on Probabilistic and statistical aspects of machine learning' ', Journal of the Royal Statistical Society Series B: Statistical Methodology, 86(2), 306-307.
Lu, C., Lieshout, M. N. M. van, Graaf, M. de & Visscher, P. (2023), ` Data-driven chimney fire risk prediction using machine learning and point process tools ', Annals of Applied Statistics, 17(4), 3088-3111.
Lu, C., Pathak, S., Englebienne, G. & Seifert, C. (2022), ` Channel contribution in deep learning based automatic sleep scoring - How many channels do we need? ', IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 494-505.
Lu, C., Lieshout, M. N. M. van, Graaf, M. de & Visscher, P. (2021), ` Chimney fire prediction based on environmental variables ', Proceeding of the 63rd World Statistics Congress, ISI 2021, 288-291.
Pathak, S., Lu, C., Nagaraj, S. B., Putten M. van & Seifert, C. (2021), ` STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring ', Artificial Intelligence in Medicine, 114, 102038.