Golden Roof ISIPTA'11 home Nordkette mountain range

ELECTRONIC PROCEEDINGS

Complete proceedings book (pdf)
BibTeX file

List of Papers


Likelihood-Based Naive Credal Classifier
Alessandro Antonucci, Marco Cattaneo, Giorgio Corani


The Description/Experience Gap in the Case of Uncertainty
Horacio Arlo-Costa, Varun Dutt, Cleotilde Gonzalez, Jeffrey Helzner


Nonparametric predictive inference for subcategory data
Rebecca Baker, Pauline Coolen-Schrijner, Frank Coolen, Thomas Augustin


Structural Reliability Assessment with Fuzzy Probabilities
Michael Beer, Mingqiang Zhang, Ser Tong Quek, Scott Ferson


A discussion on learning and prior ignorance for sets of priors in the one-parameter exponential family
Alessio Benavoli, Marco Zaffalon


Two for the Price of One: Info-Gap Robustness of the 1-Test Algorithm
Yakov Ben-Haim


Dirichlet Model Versus Expert Knowledge
Diogo Bezerra, Fernando Campello de Souza


The Description of Least Favorable Pairs in Huber-Strassen Theory, Finite Case
Andrey Bronevich


Comparing Binary and Standard Probability Trees in Credal Networks Inference
Andrés Cano, Manuel Gómez, Andrés R. Masegosa, Serafí­n Moral


Incoherence correction strategies in statistical matching
Andrea Capotorti, Barbara Vantaggi


Regression with Imprecise Data: A Robust Approach
Marco Cattaneo, Andrea Wiencierz


Building Imprecise Classification Trees With Entropy Ranges
Richard Crossman, Joaquí­n Abellán, Thomas Augustin, Frank Coolen


Lp consonant approximation of belief functions in the mass space
Fabio Cuzzolin


Non-conflicting and Conflicting Parts of Belief Functions
Milan Daniel


State sequence prediction in imprecise hidden Markov models
Jasper De Bock, Gert De Cooman


Independent natural extension for sets of desirable gambles
Gert De Cooman, Enrique Miranda


Modelling uncertainties in limit state functions
Thomas Fetz


Coherent conditional probabilities and proper scoring rules
Angelo Gilio, Giuseppe Sanfilippo


Potential Surprises
Frank Hampel


Dynamic Programming and Subtree Perfectness for Deterministic Discrete-Time Systems with Uncertain Rewards
Nathan Huntley, Matthias Troffaes


A Note on Local Computations in Dempster-Shafer Theory of Evidence
Radim Jirousek


Overcoming some limitations of imprecise reliability models
Igor Kozine, Victor Krymsky


Partially identified prevalence estimation under misclassification using the Kappa coefficient
Helmut Küchenhoff , Thomas Augustin, Anne Kunz


A study on updating belief functions for parameter uncertainty representation in Nuclear Probabilistic Risk Assessment
Tu Duong LE DUY, Dominique Vasseur, Mathieu Couplet, Laurence Dieulle, Christophe Bérenguer


Robust Equilibria under Linear Tracing Procedure
Hailin Liu


Bounds for Self-consistent CDF Estimators for Univariate and Multivariate Censored Data
Xuecheng Liu, Alain C. Vandal


A Fully Polynomial Time Approximation Scheme for Updating Credal Networks of Bounded Treewidth and Number of Variable States
Denis Mauá, Cassio Campos, Marco Zaffalon


Conglomerable Natural Extension
Enrique Miranda, Marco Zaffalon, Gert De Cooman


Imprecise Probabilities in Non-cooperative Games
Robert Nau


Characterizing joint distributions of random sets with an application to set-valued stochastic processes
Bernhard Schmelzer


Forecasting with Imprecise Probabilities
Teddy Seidenfeld, Mark Schervish, Joseph Kadane


Never Say 'Not:' Impact of Negative Wording in Probability Phrases on Imprecise Probability Judgments
Michael Smithson, David V. Budescu, Stephen B. Broomell, Han-Hui Por


Discrete Second-order Probability Distributions that Factor into Marginals
David Sundgren


Probability boxes on totally preordered spaces for multivariate modelling
Matthias Troffaes, Sebastien Destercke


Robust detection of exotic infectious diseases in animal herds: A comparative study of two decision methodologies under severe uncertainty
Matthias Troffaes, John Paul Gosling


Robustness of Natural Extension
Matthias Troffaes, Robert Hable


Interval-valued regression and classification models in the framework of machine learning
Lev Utkin, Frank Coolen


Conditioning, conditional independence and irrelevance in evidence theory
Jirina Vejnarova


On Prior-Data Conflict in Predictive Bernoulli Inferences
Gero Walter, Thomas Augustin, Frank Coolen


Utility-Based Accuracy Measures to Empirically Evaluate Credal Classifiers
Marco Zaffalon, Giorgio Corani, Denis Mauá

Send any remarks to isipta11@uibk.ac.at.