Matthias C. M. Troffaes

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 22

Top Topics

Stochastic Process

Importance Sampling

Top Venues

Int. J. Approx. Reason.

Publications

Nawapon Nakharutai, Sébastien Destercke, Matthias C. M. Troffaes
Regret-based budgeted decision rules under severe uncertainty. Inf. Sci. 665 (2024)
Matthias C. M. Troffaes
A nonstandard approach to stochastic processes under probability bounding. ISIPTA (2023)
Mohammad Rajabdorri, Lukas Sigrist, Enrique Lobato, Matthias C. M. Troffaes, Behzad Kazemtabrizi
Data-driven Estimation of Under Frequency Load Shedding after Outages in Small Power Systems. CoRR (2023)
Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck
A Robust Bayesian Approach for Causal Inference Problems. ECSQARU (2023)
Nawapon Nakharutai, Sébastien Destercke, Matthias C. M. Troffaes
Decision Making Under Severe Uncertainty on a Budget. SUM (2022)
Ivette Raices Cruz, Johan Lindström, Matthias C. M. Troffaes, Ullrika Sahlin
Iterative importance sampling with Markov chain Monte Carlo sampling in robust Bayesian analysis. Comput. Stat. Data Anal. 176 (2022)
Mohammad Rajabdorri, Behzad Kazemtabrizi, Matthias C. M. Troffaes, Lukas Sigrist, Enrique Lobato
Inclusion of Frequency Nadir constraint in the Unit Commitment Problem of Small Power Systems Using Machine Learning. CoRR (2022)
Nawapon Nakharutai, Matthias C. M. Troffaes
Improving Algorithms for Decision Making with the Hurwicz Criterion. ISIPTA (2021)
Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado
Improving and benchmarking of algorithms for Γ-maximin, Γ-maximax and interval dominance. Int. J. Approx. Reason. 133 (2021)
Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck
Binary Credal Classification Under Sparsity Constraints. IPMU (2) (2020)
Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado
Improving and benchmarking of algorithms for decision making with lower previsions. Int. J. Approx. Reason. 113 (2019)
Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado
Improving and benchmarking of algorithms for decision making with lower previsions. CoRR (2019)
Matthias C. M. Troffaes, Tathagata Basu
A Cantelli-Type Inequality for Constructing Non-Parametric P-Boxes Based on Exchangeability. ISIPTA (2019)
Matthias C. M. Troffaes, Thomas E. Krak, Henna Bains
Two-State Imprecise Markov Chains for Statistical Modelling of Two-State Non-Markovian Processes. ISIPTA (2019)
Nawapon Nakharutai, Camila C. S. Caiado, Matthias C. M. Troffaes
Evaluating betting odds and free coupons using desirability. Int. J. Approx. Reason. 106 (2019)
Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado
Improved linear programming methods for checking avoiding sure loss. Int. J. Approx. Reason. 101 (2018)
Matthias C. M. Troffaes
Imprecise Monte Carlo simulation and iterative importance sampling for the estimation of lower previsions. Int. J. Approx. Reason. 101 (2018)
Matthias C. M. Troffaes
A Note on Imprecise Monte Carlo over Credal Sets via Importance Sampling. ISIPTA (2017)
Matthias C. M. Troffaes, Ullrika Sahlin
Imprecise Swing Weighting for Multi-Attribute Utility Elicitation Based on Partial Preferences. ISIPTA (2017)
Evelyn Heylen, Geert Deconinck, Dirk Van Hertem, Matthias C. M. Troffaes, Behzad Kazemtabrizi
Qualitative comparison of techniques for evaluating performance of short term power system reliability management. ISGT Europe (2017)
Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado
Efficient Algorithms for Checking Avoiding Sure Loss. ISIPTA (2017)
Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke
A geometric and game-theoretic study of the conjunction of possibility measures. Inf. Sci. 298 (2015)
Matthias C. M. Troffaes, Gero Walter, Dana Kelly
A robust Bayesian approach to modeling epistemic uncertainty in common-cause failure models. Reliab. Eng. Syst. Saf. 125 (2014)
Matthias C. M. Troffaes, Frank P. A. Coolen, Sébastien Destercke
A Note on Learning Dependence under Severe Uncertainty. IPMU (3) (2014)
Lewis Paton, Matthias C. M. Troffaes, Nigel Boatman, Mohamud Hussein, Andy Hart
Multinomial Logistic Regression on Markov Chains for Crop Rotation Modelling. IPMU (3) (2014)
Matthias C. M. Troffaes, Enrique Miranda, Sébastien Destercke
On the connection between probability boxes and possibility measures. Inf. Sci. 224 (2013)
Matthias C. M. Troffaes, John Paul Gosling
Robust detection of exotic infectious diseases in animal herds: A comparative study of three decision methodologies under severe uncertainty. Int. J. Approx. Reason. 53 (8) (2012)
Nathan Huntley, Matthias C. M. Troffaes
Normal form backward induction for decision trees with coherent lower previsions. Ann. Oper. Res. 195 (1) (2012)
Matthias C. M. Troffaes, Sébastien Destercke
Probability boxes on totally preordered spaces for multivariate modelling. Int. J. Approx. Reason. 52 (6) (2011)
Matthias C. M. Troffaes, Enrique Miranda, Sébastien Destercke
On the connection between probability boxes and possibility measures. EUSFLAT Conf. (2011)
Matthias C. M. Troffaes, Nathan Huntley, Ricardo Shirota Filho
Sequential Decision Processes under Act-State Independence with Arbitrary Choice Functions. IPMU (1) (2010)
Thomas Augustin, Frank P. A. Coolen, Serafín Moral, Matthias C. M. Troffaes
Imprecise probability in statistical inference and decision making. Int. J. Approx. Reason. 51 (9) (2010)
Matthias C. M. Troffaes, Frank P. A. Coolen
Applying the imprecise Dirichlet model in cases with partial observations and dependencies in failure data. Int. J. Approx. Reason. 50 (2) (2009)
Matthias C. M. Troffaes
Finite approximations to coherent choice. Int. J. Approx. Reason. 50 (4) (2009)
Nathan Huntley, Matthias C. M. Troffaes
An Efficient Normal Form Solution to Decision Trees with Lower Previsions. SMPS (2008)
Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke
Generalised p-Boxes on Totally Ordered Spaces. SMPS (2008)
Matthias C. M. Troffaes
Decision making under uncertainty using imprecise probabilities. Int. J. Approx. Reason. 45 (1) (2007)
Matthias C. M. Troffaes
Conditional Lower Previsions for Unbounded Random Quantities. SMPS (2006)
Matthias C. M. Troffaes
Generalizing the conjunction rule for aggregating conflicting expert opinions. Int. J. Intell. Syst. 21 (3) (2006)
Gert de Cooman, Matthias C. M. Troffaes, Enrique Miranda
n-Monotone Lower Previsions and Lower Integrals. ISIPTA (2005)
Gert de Cooman, Matthias C. M. Troffaes
Dynamic programming for deterministic discrete-time systems with uncertain gain. Int. J. Approx. Reason. 39 (2-3) (2005)
Gert de Cooman, Matthias C. M. Troffaes, Enrique Miranda
n-Monotone lower previsions. J. Intell. Fuzzy Syst. 16 (4) (2005)
Gert de Cooman, Matthias C. M. Troffaes
Coherent lower previsions in systems modelling: products and aggregation rules. Reliab. Eng. Syst. Saf. 85 (1-3) (2004)
Gert de Cooman, Matthias C. M. Troffaes
Dynamic Programming for Discrete-Time Systems with Uncertain Gain. ISIPTA (2003)