ISIPTA 2019

49 papers

A Cantelli-Type Inequality for Constructing Non-Parametric P-Boxes Based on Exchangeability Matthias Troffaes, Tathagata Basu

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

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

A Unifying Frame for Neighbourhood and Distortion Models Enrique Miranda, Ignacio Montes, Sébastien Destercke

Aggregating Belief Models Seamus Bradley

An Axiomatic Utility Theory for Dempster-Shafer Belief Functions Thierry Denoeux, Prakash P. Shenoy

An Experimental Study of Prior Dependence in Bayesian Network Structure Learning Alvaro Henrique Chaim Correia, Cassio P. Campos, Linda C. Gaag

Bernstein’s Socks, Polynomial-Time Provable Coherence and Entanglement Alessio Benavoli, Alessandro Facchini, Marco Zaffalon

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

Confidence in Belief, Weight of Evidence and Uncertainty Reporting Brian Hill

Constructing Simulation Data with Dependency Structure for Unreliable Single-Cell RNA-Sequencing Data Using Copulas Cornelia Fuetterer, Georg Schollmeyer, Thomas Augustin

Credal Sentential Decision Diagrams Alessandro Antonucci, Alessandro Facchini, Lilith Mattei

Decideit 3.0: Software for Second-Order Based Decision Evaluations Mats Danielson, Love Ekenberg, Aron Larsson

Dilation and Asymmetric Relevance Arthur Paul Pedersen, Gregory Wheeler

Embedding Probabilities, Utilities and Decisions in a Generalization of Abstract Dialectical Frameworks Atefeh Keshavarzi Zafarghandi, Bart Verheij, Rineke Verbrugge

Extending Nearly-Linear Models Chiara Corsato, Renato Pelessoni, Paolo Vicig

Extensions of Sets of Markov Operators Under Epistemic Irrelevance Damjan Skulj

First Steps Towards an Imprecise Poisson Process Alexander Erreygers, Jasper De Bock

Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning Fabio Cozman

Hitting Times and Probabilities for Imprecise Markov Chains Thomas Krak, Natan T’Joens, Jasper De Bock

Imprecise Compositional Data Analysis: Alternative Statistical Methods Michael Smithson

Imprecise Extensions of Random Forests and Random Survival Forests Lev Utkin, Maxim Kovalev, Anna Meldo, Frank Coolen

Imprecise Gaussian Discriminant Classification Yonatan Carlos Carranza Alarcon, Sébastien Destercke

Imprecise Hypothesis-Based Bayesian Decision Making with Simple Hypotheses Patrick Michael Schwaferts, Thomas Augustin

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

In Search of a Global Belief Model for Discrete-Time Uncertain Processes Natan T’Joens, Jasper De Bock, Gert de Cooman

Incompletely Known Sample Spaces: Models and Human Intuitions Michael Smithson

Incorporating Expert Opinion in an Inferential Model While Maintaining Validity Leonardo Cella, Ryan Martin

Interpreting, Axiomatising and Representing Coherent Choice Functions in Terms of Desirability Jasper De Bock, Gert de Cooman

IP Scoring Rules: Foundations and Applications Jason Konek

Irrelevant Natural Extension for Choice Functions Arthur Van Camp, Enrique Miranda

Making Set-Valued Predictions in Evidential Classification: A Comparison of Different Approaches Liyao Ma, Thierry Denoeux

Monte Carlo Estimation for Imprecise Probabilities: Basic Properties Arne Decadt, Gert de Cooman, Jasper De Bock

Natural Selection with Objective Imprecise Probability Marshall Abrams

On Intercausal Interactions in Probabilistic Relational Models Silja Renooij, Linda C. Gaag, Philippe Leray

On Minimum Elementary-Triplet Bases for Independence Relations Janneke Bolt, Linda C. Gaag

On the Usefulness of Imprecise Bayesianism in Chemical Kinetics Marc Fischer

On Valid Uncertainty Quantification About a Model Ryan Martin

Possibility Measures for Valid Statistical Inference Based on Censored Data Joyce Cahoon, Ryan Martin

Random Set Solutions to Stochastic Wave Equations Michael Oberguggenberger, Lukas Wurzer

Robust Analysis of MAP Inference in Selective Sum-Product Networks Julissa Giuliana Villanueva Llerena, Denis Deratani Mauá

Robust Bayes Factor for Independent Two-Sample Comparisons Under Imprecise Prior Information Luisa Ebner, Patrick Michael Schwaferts, Thomas Augustin

Robust Causal Domain Adaptation in a Simple Diagnostic Setting Thijs Ommen

Robustness in Sum-Product Networks with Continuous and Categorical Data Rob de Wit, Cassio P. de Campos, Diarmaid Conaty, Jesus Martinez del Rincon

Simultaneous Inference Under the Vacuous Orientation Assumption Ruobin Gong

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

The Joy of Probabilistic Answer Set Programming Fabio Cozman

Two-State Imprecise Markov Chains for Statistical Modelling of Two-State Non-Markovian Processes Matthias Troffaes, Thomas Krak, Henna Bains

Validity-Preservation Properties of Rules for Combining Inferential Models Ryan Martin, Nicholas Syring