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Matthias C. M. Troffaes
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2020 – today
- 2025
- [j22]Tathagata Basu, Matthias C. M. Troffaes:
Robust Bayesian causal estimation for causal inference in medical diagnosis. Int. J. Approx. Reason. 177: 109330 (2025) - 2024
- [j21]Nawapon Nakharutai, Sébastien Destercke, Matthias C. M. Troffaes:
Regret-based budgeted decision rules under severe uncertainty. Inf. Sci. 665: 120361 (2024) - [c21]Nawapon Nakharutai, Matthias C. M. Troffaes, Sébastien Destercke:
Elicitation for Decision Problems Under Severe Uncertainties. SUM 2024: 312-324 - 2023
- [c20]Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck:
A Robust Bayesian Approach for Causal Inference Problems. ECSQARU 2023: 359-371 - [c19]Matthias C. M. Troffaes:
A nonstandard approach to stochastic processes under probability bounding. ISIPTA 2023: 450-460 - [i3]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 abs/2312.11389 (2023) - 2022
- [j20]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: 107558 (2022) - [c18]Nawapon Nakharutai, Sébastien Destercke, Matthias C. M. Troffaes:
Decision Making Under Severe Uncertainty on a Budget. SUM 2022: 186-201 - [i2]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 abs/2210.01540 (2022) - 2021
- [j19]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: 95-115 (2021) - [c17]Nawapon Nakharutai, Matthias C. M. Troffaes:
Improving Algorithms for Decision Making with the Hurwicz Criterion. ISIPTA 2021: 235-243 - 2020
- [c16]Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck:
Binary Credal Classification Under Sparsity Constraints. IPMU (2) 2020: 82-95
2010 – 2019
- 2019
- [j18]Nawapon Nakharutai, Camila C. S. Caiado, Matthias C. M. Troffaes:
Evaluating betting odds and free coupons using desirability. Int. J. Approx. Reason. 106: 128-145 (2019) - [j17]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: 91-105 (2019) - [c15]Matthias C. M. Troffaes, Tathagata Basu:
A Cantelli-Type Inequality for Constructing Non-Parametric P-Boxes Based on Exchangeability. ISIPTA 2019: 386-393 - [c14]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: 394-403 - [i1]Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado:
Improving and benchmarking of algorithms for decision making with lower previsions. CoRR abs/1906.12215 (2019) - 2018
- [j16]Matthias C. M. Troffaes:
Imprecise Monte Carlo simulation and iterative importance sampling for the estimation of lower previsions. Int. J. Approx. Reason. 101: 31-48 (2018) - [j15]Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado:
Improved linear programming methods for checking avoiding sure loss. Int. J. Approx. Reason. 101: 293-310 (2018) - 2017
- [c13]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: 1-6 - [c12]Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado:
Efficient Algorithms for Checking Avoiding Sure Loss. ISIPTA 2017: 241-252 - [c11]Matthias C. M. Troffaes:
A Note on Imprecise Monte Carlo over Credal Sets via Importance Sampling. ISIPTA 2017: 325-332 - [c10]Matthias C. M. Troffaes, Ullrika Sahlin:
Imprecise Swing Weighting for Multi-Attribute Utility Elicitation Based on Partial Preferences. ISIPTA 2017: 333-345 - 2015
- [j14]Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke:
A geometric and game-theoretic study of the conjunction of possibility measures. Inf. Sci. 298: 373-389 (2015) - 2014
- [j13]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: 13-21 (2014) - [c9]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: 476-485 - [c8]Matthias C. M. Troffaes, Frank P. A. Coolen, Sébastien Destercke:
A Note on Learning Dependence under Severe Uncertainty. IPMU (3) 2014: 498-507 - 2013
- [j12]Matthias C. M. Troffaes, Enrique Miranda, Sébastien Destercke:
On the connection between probability boxes and possibility measures. Inf. Sci. 224: 88-108 (2013) - 2012
- [j11]Nathan Huntley, Matthias C. M. Troffaes:
Normal form backward induction for decision trees with coherent lower previsions. Ann. Oper. Res. 195(1): 111-134 (2012) - [j10]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): 1271-1281 (2012) - 2011
- [j9]Matthias C. M. Troffaes, Sébastien Destercke:
Probability boxes on totally preordered spaces for multivariate modelling. Int. J. Approx. Reason. 52(6): 767-791 (2011) - [c7]Matthias C. M. Troffaes, Enrique Miranda, Sébastien Destercke:
On the connection between probability boxes and possibility measures. EUSFLAT Conf. 2011: 836-843 - [r1]Frank P. A. Coolen, Matthias C. M. Troffaes, Thomas Augustin:
Imprecise Probability. International Encyclopedia of Statistical Science 2011: 645-648 - 2010
- [j8]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): 1011-1013 (2010) - [c6]Matthias C. M. Troffaes, Nathan Huntley, Ricardo Shirota Filho:
Sequential Decision Processes under Act-State Independence with Arbitrary Choice Functions. IPMU (1) 2010: 98-107
2000 – 2009
- 2009
- [j7]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): 257-268 (2009) - [j6]Matthias C. M. Troffaes:
Finite approximations to coherent choice. Int. J. Approx. Reason. 50(4): 655-665 (2009) - 2008
- [c5]Enrique Miranda, Matthias C. M. Troffaes, Sébastien Destercke:
Generalised p-Boxes on Totally Ordered Spaces. SMPS 2008: 235-242 - [c4]Nathan Huntley, Matthias C. M. Troffaes:
An Efficient Normal Form Solution to Decision Trees with Lower Previsions. SMPS 2008: 419-426 - 2007
- [j5]Matthias C. M. Troffaes:
Decision making under uncertainty using imprecise probabilities. Int. J. Approx. Reason. 45(1): 17-29 (2007) - 2006
- [j4]Matthias C. M. Troffaes:
Generalizing the conjunction rule for aggregating conflicting expert opinions. Int. J. Intell. Syst. 21(3): 361-380 (2006) - [c3]Matthias C. M. Troffaes:
Conditional Lower Previsions for Unbounded Random Quantities. SMPS 2006: 201-209 - 2005
- [j3]Gert de Cooman, Matthias C. M. Troffaes:
Dynamic programming for deterministic discrete-time systems with uncertain gain. Int. J. Approx. Reason. 39(2-3): 257-278 (2005) - [j2]Gert de Cooman, Matthias C. M. Troffaes, Enrique Miranda:
n-Monotone lower previsions. J. Intell. Fuzzy Syst. 16(4): 253-263 (2005) - [c2]Gert de Cooman, Matthias C. M. Troffaes, Enrique Miranda:
n-Monotone Lower Previsions and Lower Integrals. ISIPTA 2005: 145-154 - 2004
- [j1]Gert de Cooman, Matthias C. M. Troffaes:
Coherent lower previsions in systems modelling: products and aggregation rules. Reliab. Eng. Syst. Saf. 85(1-3): 113-134 (2004) - 2003
- [c1]Gert de Cooman, Matthias C. M. Troffaes:
Dynamic Programming for Discrete-Time Systems with Uncertain Gain. ISIPTA 2003: 162-176
Coauthor Index
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