Information fusion for edge intelligence: A survey

Y Zhang, C Jiang, B Yue, J Wan, M Guizani - Information Fusion, 2022 - Elsevier
Edge intelligence capability is expected to enable the development of a new paradigm
integrated with edge computing and artificial intelligence. However, due to the multisource …

[HTML][HTML] Mechanical fault diagnosis and prediction in IoT based on multi-source sensing data fusion

M Huang, Z Liu, Y Tao - Simulation Modelling Practice and Theory, 2020 - Elsevier
Using multi-source sensing data based on the Internet of Things (IoT) with artificial
intelligence and big data processing technology to achieve predictive maintenance of …

Context-based information fusion: a survey and discussion

L Snidaro, J García, J Llinas - Information Fusion, 2015 - Elsevier
This survey aims to provide a comprehensive status of recent and current research on
context-based Information Fusion (IF) systems, tracing back the roots of the original thinking …

Recent trends in context exploitation for Information Fusion and AI

L Snidaro, JG Herrero, J Llinas, E Blasch - AI Magazine, 2019 - ojs.aaai.org
AI is related to information fusion (IF). Many methods in AI that use perception and reasoning
align to the functionalities of high-level IF (HLIF) operations that estimate situational and …

Adaptive context assessment and context management

AN Steinberg, CL Bowman, G Haith… - 17th International …, 2014 - ieeexplore.ieee.org
Adaptive context assessment and context management (CACM) methods opportunistically
exploit non-traditional data sources to improve the robustness of information fusion systems …

Context in robotics and information fusion

DD Bloisi, D Nardi, F Riccio, F Trapani - Context-Enhanced Information …, 2016 - Springer
Robotics systems need to be robust and adaptable to multiple operational conditions, in
order to be deployable in different application domains. Contextual knowledge can be used …

Considerations of context and quality in information fusion

GL Rogova, L Snidaro - 2018 21st International Conference on …, 2018 - ieeexplore.ieee.org
Context has received significant attention in recent years within the Information Fusion
community as it can bring several advantages to information fusion processing by allowing …

Decisions-to-data using level 5 information fusion

E Blasch - … , Integration, and Networking for Persistent ISR V, 2014 - spiedigitallibrary.org
Over the last decade, there has been interest in presenting information fusion solutions to
the user and ways to incorporate visualization, interaction, and command and control. In this …

Multi-level fusion of hard and soft information

J Biermann, V Nimier, J Garcia, K Rein… - 17th International …, 2014 - ieeexplore.ieee.org
Driven by the underlying need for a yet to be developed framework for fusing heterogeneous
data and information at different semantic levels coming from both sensory and human …

Context and fusion: Definitions, terminology

J Llinas, L Snidaro, J García, E Blasch - Context-Enhanced Information …, 2016 - Springer
This chapter attempts to cover two topics which themselves are complex and
multidisciplinary: the concept of “Context” and the concept of “Information Fusion”, both of …