15 citations · 21 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 15 cited
Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data
Zhichao Chen, Leilei Ding, Zhixuan Chu +3
Time-Series Forecasting based on Cumulative Data (TSFCD) is a crucial problem in decision-making across various industrial scenarios. However, existing time-series forecasting meth…
cs.AI2023
TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors
Licheng Pan, Hao Wang, Zhichao Chen +2
Multi-variate soft sensor seeks accurate estimation of multiple quality variables using measurable process variables, which have emerged as a key factor in improving the quality of…
cs.AI2023★ 6 cited
Directed Acyclic Graphs With Tears
Zhichao Chen, Zhiqiang Ge
Bayesian network is a frequently-used method for fault detection and diagnosis in industrial processes. The basis of Bayesian network is structure learning which learns a directed…