1997 | Markov and Entropy Properties of Tree- and Vine-Dependent Variables |
2001 | Self Conditional Probabilities and Probabilistic Interpretations of Belief Functions |
2002 | THE VINE COPULA METHOD FOR REPRESENTING HIGH DIMENSIONAL DEPENDENT DISTRIBUTIONS: APPLICATION TO CONTINUOUS BELIEF NETS |
2003 | Two-stage Bayesian models - application to ZEDB project |
2003 | A non-parametric two-stage Bayesian model using Dirichlet distribution |
2003 | Aviation causal model using Bayesian Belief Nets to quantify management influence |
2003 | Aviation causal model using Bayesian Belief Nets to quantify management influence |
2005 | Hybrid Method for Quantifying and Analyzing Bayesian Belief Nets |
2006 | Hybrid Method for Quantifying and Analyzing Bayesian Belief Nets |
2006 | Hybrid Method for Quantifying and Analyzing Bayesian Belief Nets - Special issue |
2006 | Hybrid Method for Quantifying and Analyzing Bayesian Belief Nets |
2008 | Continuous/Discrete Non Parametric Bayesian Belief Nets with UNICORN and UNINET |
2008 | UNINET Help |
2008 | UNINET Help mini |
2010 | Vines and Continuous Non-parametric Bayesian Belief Nets with Emphasis on Model Learning |
2010 | Mixed Non-Parametric Continuous and Discrete Bayesian Belief Nets |
2010 | Mixed Non-Parametric Continuous and Discrete Bayesian Belief Nets |
2010 | Mining and Visualising Ordinal Data with Non-Parametric Continuous BBNs |
2012 | A continuous Bayesian network for earth dams’ risk assessment: an application |
2012 | A continuous Bayesian network for earth dams’ risk assessment: methodology and quantification |
2012 | Dynamic Bayesian Networks as a Possible Alternative to the Ensemble Kalman Filter for Parameter Estimation in Reservoir Engineering |
2012 | Using Dynamic Bayesian Networks to Implement Feedback in a Management Risk Model for the Oil Industry |
2012 | Non-Parametric Bayesian Networks (NPBN) versus Ensemble Kalman Filter (EnKF) in Reservoir Simulation with non-Gaussian Measurement Noise |
2013 | Non-Parametric Bayesian Belief Nets versus Vines |
2013 | Vines and Continuous Non-parametric Bayesian Belief Nets with Emphasis on Model Learning |
| Distribution - Free Continuous Bayesian Belief Nets |
| Distribution - Free Continuous Bayesian Belief Nets |
| Bayesian computation of design discharges |
| Ordinal Data Mining for Fine Particles with Non Parametric Continuous Bayesian Belief Nets |
| Selection of Probability Distributions with a Case Study on Extreme Oder River Discharges |