Mark E. Borsuk

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 5

Top Topics

Bayesian Networks

Expert Knowledge

Dirichlet Process

Top Venues

Environ. Model. Softw.

J. Mach. Learn. Res.

Publications

Christopher Krapu, Mark E. Borsuk, Ryan S. D. Calder
Deep autoregressive modeling for land use land cover. CoRR (2024)
Ryan S. D. Calder, Andrea Alatorre, Rebecca S. Marx, Varun Rao Mallampalli, Sara A. Mason, Lydia P. Olander, Marc Jeuland, Mark E. Borsuk
Graphical models and the challenge of evidence-based practice in development and sustainability. Environ. Model. Softw. 130 (2020)
Christopher Krapu, Mark E. Borsuk
Probabilistic programming: A review for environmental modellers. Environ. Model. Softw. 114 (2019)
Varun Rao Mallampalli, Georgia Mavrommati, Jonathan R. Thompson, Matthew J. Duveneck, Spencer Meyer, Arika Ligmann-Zielinska, Caroline Gottschalk Druschke, Kristen Hychka, Melissa A. Kenney, Kasper Kok, Mark E. Borsuk
Methods for translating narrative scenarios into quantitative assessments of land use change. Environ. Model. Softw. 82 (2016)
Chengwei Su, Mark E. Borsuk
Improving Structure MCMC for Bayesian Networks through Markov Blanket Resampling. J. Mach. Learn. Res. 17 (2016)
Chengwei Su, Mark E. Borsuk, Angeline S. Andrew, Margaret R. Karagas
Incorporating prior expert knowledge in learning Bayesian networks from genetic epidemiological data. CIBCB (2014)
Simon L. Rinderknecht, Carlo Albert, Mark E. Borsuk, Nele Schuwirth, Hans R. Künsch, Peter Reichert
The effect of ambiguous prior knowledge on Bayesian model parameter inference and prediction. Environ. Model. Softw. 62 (2014)
Michael D. Gerst, Richard B. Howarth, Mark E. Borsuk
The interplay between risk attitudes and low probability, high cost outcomes in climate policy analysis. Environ. Model. Softw. 41 (2013)
Michael D. Gerst, Peng Wang, Andrea Roventini, Giorgio Fagiolo, Giovanni Dosi, Richard B. Howarth, Mark E. Borsuk
Agent-based modeling of climate policy: An introduction to the ENGAGE multi-level model framework. Environ. Model. Softw. 44 (2013)
Chengwei Su, Angeline S. Andrew, Margaret R. Karagas, Mark E. Borsuk
Using Bayesian networks to discover relations between genes, environment, and disease. BioData Min. 6 (2013)
Rebecca A. Kelly, Anthony J. Jakeman, Olivier Barreteau, Mark E. Borsuk, Sondoss El Sawah, Serena H. Hamilton, Hans Jørgen Henriksen, Sakari Kuikka, Holger R. Maier, Andrea Emilio Rizzoli, Hedwig van Delden, Alexey A. Voinov
Selecting among five common modelling approaches for integrated environmental assessment and management. Environ. Model. Softw. 47 (2013)
Michael D. Gerst, Peng Wang, Mark E. Borsuk
Discovering plausible energy and economic futures under global change using multidimensional scenario discovery. Environ. Model. Softw. 44 (2013)
Carlo Giupponi, Mark E. Borsuk, Bert J. M. de Vries, Klaus Hasselmann
Innovative approaches to integrated global change modelling. Environ. Model. Softw. 44 (2013)
Jiang Gui, Tor D. Tosteson, Mark E. Borsuk
Weighted multiple testing procedures for genomic studies. BioData Min. 5 (2012)
Simon L. Rinderknecht, Mark E. Borsuk, Peter Reichert
Bridging uncertain and ambiguous knowledge with imprecise probabilities. Environ. Model. Softw. 36 (2012)
Simon L. Rinderknecht, Mark E. Borsuk, Peter Reichert
Eliciting density ratio classes. Int. J. Approx. Reason. 52 (6) (2011)
Anthony J. Jakeman, Andrea Emilio Rizzoli, Alexey A. Voinov, Ioannis N. Athanasiadis, Thomas Berger, Mark E. Borsuk, Marcello Donatelli, Giorgio Guariso, Ari Jolma, Stefano Marsili-Libelli, Barbara J. Robson, Miquel Sànchez-Marrè, Ralf Seppelt, David Swayne
Best Paper Awards for 2010. Environ. Model. Softw. 26 (12) (2011)
Andrew D. Gronewold, Mark E. Borsuk
A software tool for translating deterministic model results into probabilistic assessments of water quality standard compliance. Environ. Model. Softw. 24 (10) (2009)
Peter Reichert, Mark E. Borsuk, M. Hostmann, S. Schweizer, C. Spörri, Klement Tockner, Bernhard Truffer
Concepts of decision support for river rehabilitation. Environ. Model. Softw. 22 (2) (2007)
Peter Reichert, Mark E. Borsuk
Does high forecast uncertainty preclude effective decision support? Environ. Model. Softw. 20 (8) (2005)