Call for papers
Special Session on
"IMPRECISE PROBABILITIES"
to be held at the
10th International Conference on Soft Methods in Probability and
Statistics (SMPS 2020)
http://smps2020.uva.es/
Valladolid (Spain), September 16-18, 2020
Session topic and goal
This session is devoted to Imprecise Probability Theory. This theory
involves all the mathematical models that can be used as more flexible
tools than usual Probability Theory when the available information is
scarce, vague or incomplete. It includes lower previsions, n-monotone
capacities, belief functions, possibility measures, or non-additive
measures, among others.
This special session aims to include papers related to Imprecise
Probabilities that either present a significant advance in the
foundations or show potential applications in real problems. In
addition, papers where the connection between imprecise probability
theories and other fields such as fuzzy sets or game theory is
emphasized are also welcome.
Theoretical topics of interest include (but are not limited to):
* (coherent) uncertainty models
* non-additive set-functions
* qualitative reasoning about uncertainty
* limit laws for imprecise probabilities
* philosophical foundations
* elicitation and inference
* robust statistics
* decision making
* algorithmic issues
Applications include (but are not limited to):
* data mining
* classification and machine learning
* risk and reliability analysis
* finance
* life sciences
* system control and design
Dates
Paper submission: April 8, 2020
Author notification: April 30, 2020
Conference: September 16-18, 2020
Submissions should be made via Easychair:
https://easychair.org/conferences/?conf=smps2020
Since the Easychair submission site will offer no track for the special
sessions, we would be obliged if you could notify us by e-mail if you
would like your paper to be included in the session on imprecise
probabilities. This way we can assist the organizers during the
reviewing process.
Organizers
Any questions or remarks can be addressed to:
Arthur Van Camp (arthur.van-c...@hds.utc.fr), Université de Technologie
de Compiègne (France)
Enrique Miranda (mirandaenri...@uniovi.es), University of Oviedo (Spain)
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