3 papers
cs.AI2025
Decision-oriented joint optimization of evidence fusion based on event-conditioned credibility
Chaoxiong Ma, Yan Liang, Huixia Zhang +1
In decision-level fusion tasks involving heterogeneous sources with unequal precision and potential anomalies, evidence deviating from the majority may be either critical evidence…
cs.CR2024
Credible fusion of evidence in distributed system subject to cyberattacks
Chaoxiong Ma, Yan Liang
Given that distributed systems face adversarial behaviors such as eavesdropping and cyberattacks, how to ensure the evidence fusion result is credible becomes a must-be-addressed t…
cs.AI2024
A privacy-preserving distributed credible evidence fusion algorithm for collective decision-making
Chaoxiong Ma, Yan Liang, Xinyu Yang +2
The theory of evidence reasoning has been applied to collective decision-making in recent years. However, existing distributed evidence fusion methods lead to participants' prefere…