Manxia Liu

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 6

Top Topics

Parameter Learning

Kullback Leibler

Bayesian Networks

Top Venues

Artif. Intell. Medicine

Int. J. Approx. Reason.

Publications

Huanchen Wang, Quanjun Chen, Zheng Dong, Xuan Song, Hao Tian, Donglong Yang, Manxia Liu
A Geomagnetic Sensor Dataset for Traffic Flow Prediction. Big Data (2022)
Manxia Liu, Fabio Stella, Arjen Hommersom, Peter J. F. Lucas, Lonneke Boer, Erik Bischoff
A comparison between discrete and continuous time Bayesian networks in learning from clinical time series data with irregularity. Artif. Intell. Medicine 95 (2019)
Manxia Liu, Fabio Stella, Arjen Hommersom, Peter J. F. Lucas
Representing Hypoexponential Distributions in Continuous Time Bayesian Networks. IPMU (3) (2018)
Manxia Liu, Fabio Stella, Arjen Hommersom, Peter J. F. Lucas
Making Continuous Time Bayesian Networks More Flexible. PGM (2018)
Manxia Liu, Arjen Hommersom, Maarten van der Heijden, Peter J. F. Lucas
Hybrid time Bayesian networks. Int. J. Approx. Reason. 80 (2017)
Manxia Liu, Arjen Hommersom, Maarten van der Heijden, Peter J. F. Lucas
Learning Parameters of Hybrid Time Bayesian Networks. Probabilistic Graphical Models (2016)
Manxia Liu, Arjen Hommersom, Maarten van der Heijden, Peter J. F. Lucas
Hybrid Time Bayesian Networks. ECSQARU (2015)