A novel approach to information fusion in multi-source datasets: A granular computing viewpoint
Abstract The advent of Big Data has seen both the sources and volumes of data increase
rapidly. A multi-source information system can be used to represent information drawn from …
rapidly. A multi-source information system can be used to represent information drawn from …
Automatic welding seam tracking and identification
In the automatic welding process on mid/thick plates, the precision of the welding position
has an important effect on welding quality, which mainly relies on the identification of the …
has an important effect on welding quality, which mainly relies on the identification of the …
Adaptive imputation of missing values for incomplete pattern classification
In classification of incomplete pattern, the missing values can either play a crucial role in the
class determination, or have only little influence (or eventually none) on the classification …
class determination, or have only little influence (or eventually none) on the classification …
Evidence combination from an evolutionary game theory perspective
Dempster-Shafer evidence theory is a primary methodology for multisource information
fusion because it is good at dealing with uncertain information. This theory provides a …
fusion because it is good at dealing with uncertain information. This theory provides a …
A new probability transformation method based on a correlation coefficient of belief functions
W Jiang, C Huang, X Deng - International Journal of Intelligent …, 2019 - Wiley Online Library
Abstract The Dempster‐Shafer evidence theory is widely used in many fields of information
fusion because of its advantage in handling uncertain information. One of the key issues in …
fusion because of its advantage in handling uncertain information. One of the key issues in …
Credal c-means clustering method based on belief functions
The recent credal partition approach allows the objects to belong to not only the singleton
clusters but also the sets of clusters (ie meta-clusters) with different masses of belief. A new …
clusters but also the sets of clusters (ie meta-clusters) with different masses of belief. A new …
Network security situation: From awareness to awareness-control
Abstract Network Security Situation Awareness (NSSA) is a security theory which can
perceive the network threat from a global perspective. In this paper, we present a Cognitive …
perceive the network threat from a global perspective. In this paper, we present a Cognitive …
[HTML][HTML] An intelligent hybrid methodology of on-line system-level fault diagnosis for nuclear power plant
M Peng, H Wang, S Chen, G **a, Y Liu, X Yang… - Nuclear Engineering …, 2018 - Elsevier
To assist operators to properly assess the current situation of the plant, accurate fault
diagnosis methodology should be available and used. A reliable fault diagnosis method is …
diagnosis methodology should be available and used. A reliable fault diagnosis method is …
[PDF][PDF] 多源信息融合关键问题, 研究进展与新动向
陈科文, 张祖**, 龙军 - 计算机科学, 2013 - researchgate.net
摘要**年来, 国内外掀起了多源信息融合技术研究的新热潮. 对信息融合技术的最新研究进展
进行了综述; 首先探讨了信息融合的概念与本质; 然后从信息处理和融合系统设计的角度 …
进行了综述; 首先探讨了信息融合的概念与本质; 然后从信息处理和融合系统设计的角度 …
Cluster-based information fusion for probabilistic risk analysis in complex projects under uncertainty
L Zhang, Y Wang, X Wu - Applied Soft Computing, 2021 - Elsevier
This paper proposes a hybrid soft computing approach that integrates the Dempster–Shafer
(D–S) evidence theory and cluster analysis for probabilistic risk analysis in complex projects …
(D–S) evidence theory and cluster analysis for probabilistic risk analysis in complex projects …