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Possibility theory in information fusion

Proceedings of the Third International Conference on Information Fusion, 2000
Possibility theory and the body of aggregation operations from fuzzy set theory provide some tools to address the problem of merging information coming from several sources. The approach to fusion is set-theoretic and the choice of conjunctive versus disjunctive fusion modes depends on assumptions on whether all sources are reliable or not. Quantified,
Dubois, Didier, Prade, Henri
openaire   +2 more sources

Robust Fusion of Uncertain Information

IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 2003
A technique is presented to combine n data points, each available with point-dependent uncertainty, when only a subset of these points come from N/spl Lt/n sources, where N is unknown. We detect the significant modes of the underlying multivariate probability distribution using a generalization of the nonparametric mean shift procedure.
Haifeng Chen, Peter Meer
openaire   +1 more source

Information Fusion in Continuous Assurance

Journal of Information Systems, 2012
ABSTRACTWe extend continuous assurance research by proposing a novel continuous assurance architecture grounded in information fusion research. Existing continuous assurance architectures focus primarily on methods of monitoring assurance clients' systems to detect anomalous activities and have not addressed the question of how to process the detected ...
Johan L. Perols, Uday S. Murthy
openaire   +2 more sources

Information Fusion in Biometrics

2001
User verification systems that use a single biometric indicator often have to contend with noisy sensor data, restricted degrees of freedom and unacceptable error rates. Attempting to improve the performance of individual matchers in such situations may not prove to be effective because of these inherent problems.
Arun Ross   +2 more
openaire   +1 more source

Information Fusion

2006
Special Issue on Logic-based information fusion in artificial ...
Gregoire, Eric, Konieczny, Sébastien
openaire   +3 more sources

Information fusion for information superiority

Proceedings of the IEEE 2000 National Aerospace and Electronics Conference. NAECON 2000. Engineering Tomorrow (Cat. No.00CH37093), 2002
Information superiority requires the integration and exploitation of multiple data sets from a variety of sources over time and space. To collect, reduce, and enhance data, fusion can process, refine, and provide information to the correct user. This paper will discuss the importance of information fusion to information superiority through the levels ...
E. Blasch, P. Hanselman
openaire   +1 more source

Robust fusion of location information

Proceedings. 1988 IEEE International Conference on Robotics and Automation, 2003
A sensor fusion problem for location data using statistical decision theory (SDT) is studied. The contribution of this study is the application of SDT to obtain a robust test of the hypothesis that data from different sensors is consistent and a robust procedure for combining the date which pass this preliminary consistency test.
Raymond McKendall, Max Mintz
openaire   +1 more source

A Review Perceptual Information Fusion

2014 Fourth International Conference on Digital Information and Communication Technology and its Applications (DICTAP), 2014
In this document, we propose “A Review of Perceptual Information Fusion”. This paper consists of Human perception, Computer perception, Literature review from much research, including Data Fusion Technique and Neural Networks. In conclusion I will develop these ideas in my research with a view to encourage other researchers in this field.
Isarin Promyarut, Anant Choksuriwong
openaire   +1 more source

Information fusion in face identification

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004., 2004
Information fusion of multi-modal biometrics has attracted much attention in recent years. However, this paper focuses on the information fusion in single models, that is, the face biometric. Two different representation methods, gray level intensity and Gabor feature, are exploited for fusion.
Wenchao Zhang   +5 more
openaire   +1 more source

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