Call for papers
Special Session on
"THEORETICAL AND APPLIED ASPECTS OF IMPRECISE PROBABILITIES"
to be held at the
20th International Conference on Information Processing and Management
of Uncertainty in Knowledge-Based Systems (IPMU 2024)
https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Furldefense.com%2Fv3%2F__https%3A%2F%2Fipmu2024.inesc-id.pt%2F__%3B!!D9dNQwwGXtA!WuhwGdbFtdYOJkdiPPrz0QoHtMw_ls0_jPjETU_jsN6af9As6uT28nfeDTz-Mc67WvVG2KzOd271MfNtIvrtqw%24&data=05%7C02%7Cuai%40engr.orst.edu%7C433836fce64c495d60c208dbff1951e4%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638384257223008878%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C41000%7C%7C%7C&sdata=SpYCuys141FyavxEDJUeAIEVDHbD%2BOWDdxwoICt8pLU%3D&reserved=0
Lisbon (Portugal), July 22-26, 2024
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: February 23, 2024
Notification of Acceptance: March 29, 2024
Conference: July 22-26, 2024
Organizers
We would be obliged if you would let us know in case you intend to
submit a paper to this session, at your earliest convenience. Any
questions or remarks can be addressed to:
Enrique Miranda (mirandaenri...@uniovi.es), University of Oviedo (Spain)
Ignacio Montes (imon...@uniovi.es), University of Oviedo (Spain)
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