ISIPTA 2019: Preface

Jasper De Bock, Cassio P. de Campos, Gert de Cooman, Erik Quaeghebeur, Gregory Wheeler; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:1-1

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Natural Selection with Objective Imprecise Probability

Marshall Abrams; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:2-13

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Credal Sentential Decision Diagrams

Alessandro Antonucci, Alessandro Facchini, Lilith Mattei; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:14-22

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Bernstein’s Socks, Polynomial-Time Provable Coherence and Entanglement

Alessio Benavoli, Alessandro Facchini, Marco Zaffalon; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:23-31

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On Minimum Elementary-Triplet Bases for Independence Relations

Janneke Bolt, Linda C. van der Gaag; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:32-37

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Aggregating Belief Models

Seamus Bradley; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:38-48

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Possibility Measures for Valid Statistical Inference Based on Censored Data

Joyce Cahoon, Ryan Martin; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:49-58

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Imprecise Gaussian Discriminant Classification

Yonatan Carlos Carranza Alarcon, Sébastien Destercke; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:59-67

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Incorporating Expert Opinion in an Inferential Model while Maintaining Validity

Leonardo Cella, Ryan Martin; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:68-77

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Extending Nearly-Linear Models

Chiara Corsato, Renato Pelessoni, Paolo Vicig; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:82-90

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The Joy of Probabilistic Answer Set Programming

Fabio Cozman; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:91-101

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Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning

Fabio Cozman; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:102-110

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Imprecise Probabilities as a Semantics for Intuitive Probabilistic Reasoning

Harry Crane; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:111-120

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Interpreting, Axiomatising and Representing Coherent Choice Functions in Terms of Desirability

Jasper De Bock, Gert de Cooman; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:125-134

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Monte Carlo Estimation for Imprecise Probabilities: Basic Properties

Arne Decadt, Gert de Cooman, Jasper De Bock; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:135-144

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An Axiomatic Utility Theory for Dempster-Shafer Belief Functions

Thierry Denoeux, Prakash P. Shenoy; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:145-155

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Coherent Upper Conditional Previsions Defined by Hausdorff Outer Measures for Unbounded Random Variables

Serena Doria; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:159-166

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Robust Bayes Factor for Independent Two-Sample Comparisons under Imprecise Prior Information

Luisa Ebner, Patrick Michael Schwaferts, Thomas Augustin; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:167-174

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First Steps Towards an Imprecise Poisson Process

Alexander Erreygers, Jasper De Bock; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:175-184

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Improving the Convergence of Iterative Importance Sampling for Computing Upper and Lower Expectations

Thomas Fetz; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:185-193

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SIPTA-Community Based on Paper Contributions – Descriptive Statistics and Network Analysis

Paul Fink; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:194-202

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On the Usefulness of Imprecise Bayesianism in Chemical Kinetics

Marc Fischer; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:203-215

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Constructing Simulation Data with Dependency Structure for Unreliable Single-Cell RNA-Sequencing Data Using Copulas

Cornelia Fuetterer, Georg Schollmeyer, Thomas Augustin; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:216-224

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Simultaneous Inference under the Vacuous Orientation Assumption

Ruobin Gong; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:225-234

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Confidence in Belief, Weight of Evidence and Uncertainty Reporting

Brian Hill; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:235-245

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Embedding Probabilities, Utilities and Decisions in a Generalization of Abstract Dialectical Frameworks

Atefeh Keshavarzi Zafarghandi, Bart Verheij, Rineke Verbrugge; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:246-255

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IP Scoring Rules: Foundations and Applications

Jason Konek; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:256-264

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Hitting Times and Probabilities for Imprecise Markov Chains

Thomas Krak, Natan T’Joens, Jasper De Bock; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:265-275

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Making Set-Valued Predictions in Evidential Classification: A Comparison of Different Approaches

Liyao Ma, Thierry Denoeux; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:276-285

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Validity-Preservation Properties of Rules for Combining Inferential Models

Ryan Martin, Nicholas Syring; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:286-294

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On Valid Uncertainty Quantification About a Model

Ryan Martin; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:295-303

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A Unifying Frame for Neighbourhood and Distortion Models

Enrique Miranda, Ignacio Montes, Sébastien Destercke; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:304-313

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Random Set Solutions to Stochastic Wave Equations

Michael Oberguggenberger, Lukas Wurzer; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:314-323

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A Short Note on the Equivalence of the Ontic and the Epistemic View on Data Imprecision for the Case of Stochastic Dominance for Interval-Valued Data

Georg Schollmeyer; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:330-337

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Imprecise Hypothesis-Based Bayesian Decision Making with Simple Hypotheses

Patrick Michael Schwaferts, Thomas Augustin; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:338-345

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A Retrospective on Isaac Levi: June 30, 1930 – December 25, 2018

Teddy Seidenfeld; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:346-353

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Extensions of Sets of Markov Operators Under Epistemic Irrelevance

Damjan Skulj; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:354-363

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Incompletely Known Sample Spaces: Models and Human Intuitions

Michael Smithson; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:367-376

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In Search of a Global Belief Model for Discrete-Time Uncertain Processes

Natan T’Joens, Jasper De Bock, Gert de Cooman; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:377-385

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

Matthias Troffaes, Tathagata Basu; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:386-393

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

Matthias Troffaes, Thomas Krak, Henna Bains; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:394-403

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Imprecise Extensions of Random Forests and Random Survival Forests

Lev Utkin, Maxim Kovalev, Anna Meldo, Frank Coolen; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:404-413

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Irrelevant Natural Extension for Choice Functions

Arthur Van Camp, Enrique Miranda; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:414-423

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Robust Causal Domain Adaptation in a Simple Diagnostic Setting

Thijs van Ommen; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:424-429

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Robust Analysis of MAP Inference in Selective Sum-Product Networks

Julissa Giuliana Villanueva Llerena, Denis Deratani Mauá; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:430-440

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An Experimental Study of Prior Dependence in Bayesian Network Structure Learning

Alvaro Henrique Chaim Correia, Cassio P. de Campos, Linda C. van der Gaag; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:78-81

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Decideit 3.0: Software for Second-Order Based Decision Evaluations

Mats Danielson, Love Ekenberg, Aron Larsson; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:121-124

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Robustness in Sum-Product Networks with Continuous and Categorical Data

Rob de Wit, Cassio P. de Campos, Diarmaid Conaty, Jesus Martinez del Rincon; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:156-158

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Dilation and Asymmetric Relevance

Arthur Paul Pedersen, Gregory Wheeler; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:324-326

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On Intercausal Interactions in Probabilistic Relational Models

Silja Renooij, Linda C. van der Gaag, Philippe Leray; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:327-329

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Imprecise Compositional Data Analysis: Alternative Statistical Methods

Michael Smithson; Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:364-366

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