7 citations · 13 across the 10 of their papers we have counts for
6 papers · 1 filter
AION: Next-Generation Tasks and Practical Harness for Time Series
Tianxiang Zhan, Xiaobao Song, Tong Guan +2
Time series research is moving beyond fixed forecasting benchmarks toward realistic tasks that combine prediction, contextual reasoning, tool use, and structured decision support.…
Evaluating Evidential Reliability In Pattern Recognition Based On Intuitionistic Fuzzy Sets
Juntao Xu, Tianxiang Zhan, Yong Deng
Determining the reliability of evidence sources is a crucial topic in Dempster-Shafer theory (DST). Previous approaches have addressed high conflicts between evidence sources using…
Reliability Assessment of Information Sources Based on Random Permutation Set
Juntao Xu, Tianxiang Zhan, Yong Deng
In pattern recognition, handling uncertainty is a critical challenge that significantly affects decision-making and classification accuracy. Dempster-Shafer Theory (DST) is an effe…
Isopignistic Canonical Decomposition via Belief Evolution Network
Qianli Zhou, Tianxiang Zhan, Yong Deng
Developing a general information processing model in uncertain environments is fundamental for the advancement of explainable artificial intelligence. Dempster-Shafer theory of evi…
Random Graph Set and Evidence Pattern Reasoning Model
Tianxiang Zhan, Zhen Li, Yong Deng
Evidence theory is widely used in decision-making and reasoning systems. In previous research, Transferable Belief Model (TBM) is a commonly used evidential decision making model,…
Learnable WSN Deployment of Evidential Collaborative Sensing Model
Ruijie Liu, Tianxiang Zhan, Zhen Li +1
In wireless sensor networks (WSNs), coverage and deployment are two most crucial issues when conducting detection tasks. However, the detection information collected from sensors i…