1 citations · 2 across the 4 of their papers we have counts for
4 papers
Continuous Evolution Pool: Taming Recurring Concept Drift in Online Time Series Forecasting
Tianxiang Zhan, Ming Jin, Yuanpeng He +2
Recurring concept drift is pervasive in real-world online time series, where the underlying data-generating process repeatedly alternates between a small set of regimes, most notab…
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…
Linear-time online visibility graph transformation algorithm: for both natural and horizontal visibility criteria
Yusheng Huang, Yong Deng
Visibility graph (VG) transformation is a technique used to convert a time series into a graph based on specific visibility criteria. It has attracted increasing interest in the fi…