Mark E. Borsuk

Orcid: 0000-0002-5121-1110

According to our database1, Mark E. Borsuk authored at least 20 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Deep autoregressive modeling for land use land cover.
CoRR, 2024

2020
Graphical models and the challenge of evidence-based practice in development and sustainability.
Environ. Model. Softw., 2020

2019
Probabilistic programming: A review for environmental modellers.
Environ. Model. Softw., 2019

2016
Improving Structure MCMC for Bayesian Networks through Markov Blanket Resampling.
J. Mach. Learn. Res., 2016

Methods for translating narrative scenarios into quantitative assessments of land use change.
Environ. Model. Softw., 2016

2014
The effect of ambiguous prior knowledge on Bayesian model parameter inference and prediction.
Environ. Model. Softw., 2014

Incorporating prior expert knowledge in learning Bayesian networks from genetic epidemiological data.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2014

2013
Selecting among five common modelling approaches for integrated environmental assessment and management.
Environ. Model. Softw., 2013

Innovative approaches to integrated global change modelling.
Environ. Model. Softw., 2013

Agent-based modeling of climate policy: An introduction to the ENGAGE multi-level model framework.
Environ. Model. Softw., 2013

Discovering plausible energy and economic futures under global change using multidimensional scenario discovery.
Environ. Model. Softw., 2013

The interplay between risk attitudes and low probability, high cost outcomes in climate policy analysis.
Environ. Model. Softw., 2013

Using Bayesian networks to discover relations between genes, environment, and disease.
BioData Min., 2013

2012
Bridging uncertain and ambiguous knowledge with imprecise probabilities.
Environ. Model. Softw., 2012

Weighted multiple testing procedures for genomic studies.
BioData Min., 2012

2011
Eliciting density ratio classes.
Int. J. Approx. Reason., 2011

Best Paper Awards for 2010.
Environ. Model. Softw., 2011

2009
A software tool for translating deterministic model results into probabilistic assessments of water quality standard compliance.
Environ. Model. Softw., 2009

2007
Concepts of decision support for river rehabilitation.
Environ. Model. Softw., 2007

2005
Does high forecast uncertainty preclude effective decision support?
Environ. Model. Softw., 2005


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