Decision analysis based on uncertain data is natural in many real-world applications, and
sometimes such an analysis is inevitable. In the past years, researchers have proposed …

This special volume is a follow-up to the International Symposium on Integrated Uncertainty
Management and Applications (IUM 2010), which was successfully held in Ishikawa, Japan …

In the process of decision making, a variety of unpredictable factors can result in imprecise
information, which can be classified into randomness, fuzziness and uncertainty within …

Soft Comput (2009) 13: 103 DOI 10.1007/s00500-008-0300-5 EDITORIAL Special issue on
uncertainty analysis and decision making Yan-Kui Liu· Baoding Liu· Jinwu Gao Published …

In recent years, there have been frequent cases of impact on the stable development of
supply chain economy caused by uncertain events such as COVID-19 and extreme weather …

Optimizing method is a very powerful tool to understand the behavior of different natural
phenomena and human activities. As uncertainty is ubiquitous in various complex systems …

In this article, we will review and compare all defined kinds of variables in modeling section
of operations research process. Since in real world, problems related to managerial decision …

This issue of Information Systems Frontiers features two important areas in Information
Systems research. The first section is on business applications of uncertain reasoning …

This book introduces methods for uncertain multi-attribute decision making including
uncertain multi-attribute group decision making and their applications to supply chain …

We are very pleased to serve as guest editors for this special issue of Information Systems
Frontiers on business applications of uncertain reasoning. We would like to thank the chief …