Matthias C. M. Troffaes

According to our database, Matthias C. M. Troffaes authored at least 45 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Robust Bayesian causal estimation for causal inference in medical diagnosis.

Tathagata Basu, Matthias C. M. Troffaes

Int. J. Approx. Reason., 2025

2024

Regret-based budgeted decision rules under severe uncertainty.

Nawapon Nakharutai, Sébastien Destercke, Matthias C. M. Troffaes

Inf. Sci., 2024

Elicitation for Decision Problems Under Severe Uncertainties.

Nawapon Nakharutai, Matthias C. M. Troffaes, Sébastien Destercke

Proceedings of the Scalable Uncertainty Management - 16th International Conference, 2024

2023

Data-driven Estimation of Under Frequency Load Shedding after Outages in Small Power Systems.

Mohammad Rajabdorri, Lukas Sigrist, Enrique Lobato, Matthias C. M. Troffaes, Behzad Kazemtabrizi

CoRR, 2023

A nonstandard approach to stochastic processes under probability bounding.

Matthias C. M. Troffaes

Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2023

A Robust Bayesian Approach for Causal Inference Problems.

Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023

2022

Iterative importance sampling with Markov chain Monte Carlo sampling in robust Bayesian analysis.

Ivette Raices Cruz, Johan Lindström, Matthias C. M. Troffaes, Ullrika Sahlin

Comput. Stat. Data Anal., 2022

Inclusion of Frequency Nadir constraint in the Unit Commitment Problem of Small Power Systems Using Machine Learning.

Mohammad Rajabdorri, Behzad Kazemtabrizi, Matthias C. M. Troffaes, Lukas Sigrist, Enrique Lobato

CoRR, 2022

Decision Making Under Severe Uncertainty on a Budget.

Nawapon Nakharutai, Sébastien Destercke, Matthias C. M. Troffaes

Proceedings of the Scalable Uncertainty Management - 15th International Conference, 2022

2021

Improving and benchmarking of algorithms for Γ-maximin, Γ-maximax and interval dominance.

Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado

Int. J. Approx. Reason., 2021

Improving Algorithms for Decision Making with the Hurwicz Criterion.

Nawapon Nakharutai, Matthias C. M. Troffaes

Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2021

2020

Binary Credal Classification Under Sparsity Constraints.

Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019

Improving and benchmarking of algorithms for decision making with lower previsions.

Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado

Int. J. Approx. Reason., 2019

Evaluating betting odds and free coupons using desirability.

Nawapon Nakharutai, Camila C. S. Caiado, Matthias C. M. Troffaes

Int. J. Approx. Reason., 2019

Two-State Imprecise Markov Chains for Statistical Modelling of Two-State Non-Markovian Processes.

Matthias C. M. Troffaes, Thomas E. Krak, Henna Bains

Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019

A Cantelli-Type Inequality for Constructing Non-Parametric P-Boxes Based on Exchangeability.

Matthias C. M. Troffaes, Tathagata Basu

Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019

2018

Imprecise Monte Carlo simulation and iterative importance sampling for the estimation of lower previsions.

Matthias C. M. Troffaes

Int. J. Approx. Reason., 2018

Improved linear programming methods for checking avoiding sure loss.

Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado

Int. J. Approx. Reason., 2018

2017

Imprecise Swing Weighting for Multi-Attribute Utility Elicitation Based on Partial Preferences.

Matthias C. M. Troffaes, Ullrika Sahlin

Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017

A Note on Imprecise Monte Carlo over Credal Sets via Importance Sampling.

Matthias C. M. Troffaes

Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017

Efficient Algorithms for Checking Avoiding Sure Loss.

Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado

Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017

Qualitative comparison of techniques for evaluating performance of short term power system reliability management.

Evelyn Heylen, Geert Deconinck, Dirk Van Hertem, Matthias C. M. Troffaes, Behzad Kazemtabrizi

Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

2015

A geometric and game-theoretic study of the conjunction of possibility measures.

Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke

Inf. Sci., 2015

2014

A robust Bayesian approach to modeling epistemic uncertainty in common-cause failure models.

Matthias C. M. Troffaes, Gero Walter, Dana Kelly

Reliab. Eng. Syst. Saf., 2014

A Note on Learning Dependence under Severe Uncertainty.

Matthias C. M. Troffaes, Frank P. A. Coolen, Sébastien Destercke

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Multinomial Logistic Regression on Markov Chains for Crop Rotation Modelling.

Lewis Paton, Matthias C. M. Troffaes, Nigel Boatman, Mohamud Hussein, Andy Hart

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

2013

On the connection between probability boxes and possibility measures.

Matthias C. M. Troffaes, Enrique Miranda, Sébastien Destercke

Inf. Sci., 2013

2012

Robust detection of exotic infectious diseases in animal herds: A comparative study of three decision methodologies under severe uncertainty.

Matthias C. M. Troffaes, John Paul Gosling

Int. J. Approx. Reason., 2012

Normal form backward induction for decision trees with coherent lower previsions.

Nathan Huntley, Matthias C. M. Troffaes

Ann. Oper. Res., 2012

2011

Imprecise Probability.

Frank P. A. Coolen, Matthias C. M. Troffaes, Thomas Augustin

Proceedings of the International Encyclopedia of Statistical Science, 2011

Probability boxes on totally preordered spaces for multivariate modelling.

Matthias C. M. Troffaes, Sébastien Destercke

Int. J. Approx. Reason., 2011

2010

Imprecise probability in statistical inference and decision making.

Thomas Augustin, Frank P. A. Coolen, Serafín Moral, Matthias C. M. Troffaes

Int. J. Approx. Reason., 2010

Sequential Decision Processes under Act-State Independence with Arbitrary Choice Functions.

Matthias C. M. Troffaes, Nathan Huntley, Ricardo Shirota Filho

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

2009

Applying the imprecise Dirichlet model in cases with partial observations and dependencies in failure data.

Matthias C. M. Troffaes, Frank P. A. Coolen

Int. J. Approx. Reason., 2009

Finite approximations to coherent choice.

Matthias C. M. Troffaes

Int. J. Approx. Reason., 2009

2008

Generalised p-Boxes on Totally Ordered Spaces.

Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke

Proceedings of the Soft Methods for Handling Variability and Imprecision, 2008

An Efficient Normal Form Solution to Decision Trees with Lower Previsions.

Nathan Huntley, Matthias C. M. Troffaes

Proceedings of the Soft Methods for Handling Variability and Imprecision, 2008

2007

Decision making under uncertainty using imprecise probabilities.

Matthias C. M. Troffaes

Int. J. Approx. Reason., 2007

2006

Generalizing the conjunction rule for aggregating conflicting expert opinions.

Matthias C. M. Troffaes

Int. J. Intell. Syst., 2006

Conditional Lower Previsions for Unbounded Random Quantities.

Matthias C. M. Troffaes

Proceedings of the Soft Methods for Integrated Uncertainty Modelling, 2006

2005

n-Monotone lower previsions.

Gert de Cooman, Matthias C. M. Troffaes, Enrique Miranda

J. Intell. Fuzzy Syst., 2005

Dynamic programming for deterministic discrete-time systems with uncertain gain.

Gert de Cooman, Matthias C. M. Troffaes

Int. J. Approx. Reason., 2005

n-Monotone Lower Previsions and Lower Integrals.

Gert de Cooman, Matthias C. M. Troffaes, Enrique Miranda

Proceedings of the ISIPTA '05, 2005

2004

Coherent lower previsions in systems modelling: products and aggregation rules.

Gert de Cooman, Matthias C. M. Troffaes

Reliab. Eng. Syst. Saf., 2004

2003

Dynamic Programming for Discrete-Time Systems with Uncertain Gain.

Gert de Cooman, Matthias C. M. Troffaes

Proceedings of the ISIPTA '03, 2003