ISIPTA 2021: Preface

Andrés Cano, Jasper De Bock, Enrique Miranda, Serafı́n Moral; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:1-1

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An Info-gap Framework for Comparing Epistemic Uncertainty Models in Hybrid Structural Reliability Analysis

Antoine Ajenjo, Emmanuel Ardillon, Vincent Chabridon, Scott Cogan, Emeline Sadoulet-Reboul; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:2-11

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Logical Approximations of Qualitative Probability

Paolo Baldi, Hykel Hosni; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:12-21

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Quantum Indistinguishability through Exchangeable Desirable Gambles

Alessio Benavoli, Alessandro Facchini, Marco Zaffalon; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:22-31

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Generalized Hartley Measures on Credal Sets

Andrey G. Bronevich, Igor N. Rozenberg; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:32-41

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Probability Filters as a Model of Belief; Comparisons to the Framework of Desirable Gambles

Catrin Campbell-Moore; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:42-50

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Distributionally Robust, Skeptical Binary Inferences in Multi-label Problems

Yonatan Carlos Carranza Alarcón, Sébastien Destercke; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:51-60

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Nonlinear Desirability as a Linear Classification Problem

Arianna Casanova, Alessio Benavoli, Marco Zaffalon; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:61-71

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Valid Inferential Models for Prediction in Supervised Learning Problems

Leonardo Cella, Ryan Martin; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:72-82

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When Belief Functions and Lower Probabilities are Indistinguishable

Esther Anna Corsi, Tommaso Flaminio, Hykel Hosni; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:83-89

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Average Behaviour of Imprecise Markov Chains: A Single Pointwise Ergodic Theorem for Six Different Models

Jasper De Bock, Natan T’Joens; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:90-99

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Epistemic Argumentation with Conditional Probabilities and Labeling Constraints

Glauber de Bona, Victor Hugo Nascimento Rocha, Fabio Cozman; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:100-109

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Randomness and Imprecision: A Discussion of Recent Results

Gert de Cooman, Jasper De Bock; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:110-121

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Processing Multiple Distortion Models: a Comparative Study

Sébastien Destercke, Ignacio Montes, Enrique Miranda; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:122-131

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Credal sets of Coherent Conditional Probabilities Defined by Hausdorff Measures

Serena Doria; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:132-139

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Extending the Domain of Imprecise Jump Processes from Simple Variables to Measurable Ones

Alexander Erreygers, Jasper De Bock; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:140-149

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An Imprecise Bayesian Approach to Thermal Runaway Probability

Marc Fischer, Alexis Vignes; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:150-160

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Total Evidence and Learning with Imprecise Probabilities

Ruobin Gong, Joseph B. Kadane, Mark J. Schervish, Teddy Seidenfeld; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:161-168

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Dependent Possibilistic Arithmetic using Copulas

Ander Gray, Dominik Hose, Marco De Angelis, Michael Hanss, Scott Ferson; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:169-179

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A Recursive Formulation of Possibilistic Filters

Dominik Hose, Michael Hanss; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:180-190

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Information Algebras of Coherent Sets of Gambles in General Possibility Spaces

Juerg Kohlas, Arianna Casanova, Marco Zaffalon; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:191-200

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Towards Improving Electoral Forecasting by Including Undecided Voters and Interval-valued Prior Knowledge

Dominik Kreiss, Georg Schollmeyer, Thomas Augustin; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:201-209

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On the Comonotone Natural Extension of Marginal p-Boxes

Ignacio Montes; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:210-219

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Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification

Serafı́n Moral Garcı́a, Javier Garcı́a Castellano, Carlos J. Mantas Ruiz, Joaquı́n Abellán; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:220-228

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Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory

Serafı́n Moral Garcı́a, Joaquı́n Abellán; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:229-234

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Improving Algorithms for Decision Making with the Hurwicz Criterion

Nawapon Nakharutai, Matthias Troffaes; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:235-243

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A Remarkable Equivalence between Non-Stationary Precise and Stationary Imprecise Uncertainty Models in Computable Randomness

Floris Persiau, Jasper De Bock, Gert de Cooman; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:244-253

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Betting Schemes for Assessing Coherent Numerical and Comparative Conditional Possibilities

Davide Petturiti, Barbara Vantaggi; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:254-263

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Decision-making from Partial Instances by Active Feature Querying

Benjamin Quost; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:264-272

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Computing Simple Bounds for Regression Estimates for Linear Regression with Interval-valued Covariates

Georg Schollmeyer; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:273-279

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Imprecise Hypothesis-Based Bayesian Decision Making with Composite Hypotheses

Patrick Michael Schwaferts, Thomas Augustin; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:280-288

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Stochastic Optimization for Numerical Evaluation of Imprecise Probabilities

Nicholas Syring, Ryan Martin; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:289-298

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Robust Model Checking with Imprecise Markov Reward Models

Alberto Termine, Alessandro Antonucci, Alessandro Facchini, Giuseppe Primiero; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:299-309

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Global Upper Expectations for Discrete-Time Stochastic Processes: In Practice, They Are All The Same!

Natan T’Joens, Jasper De Bock; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:310-319

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Independent Natural Extension for Choice Functions

Arthur Van Camp, Kevin Blackwell, Jason Konek; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:320-330

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Discounting Desirable Gambles

Gregory Wheeler; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:331-341

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The Sure Thing

Marco Zaffalon, Enrique Miranda; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:342-351

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CREPO: An Open Repository to Benchmark Credal Network Algorithms

Rafael Cabañas, Alessandro Antonucci; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:352-356

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Constructing Consonant Predictive Beliefs from Data with Scenario Theory

Marco De Angelis, Roberto Rocchetta, Ander Gray, Scott Ferson; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:357-360

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Probabilistic Risk Management in Project Portfolios

Love Ekenberg, Mats Danielson; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:361-364

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Towards a Theory of Confidence in Market-Based Predictions

Rupert Freeman, David Pennock, Daniel Reeves, David Rothschild, Bo Waggoner; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:365-368

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Cautious Random Forests: a New Decision Strategy and some Experiments

Haifei Zhang, Benjamin Quost, Marie-Hélène Masson; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:369-372

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