16 citations · 17 across the 8 of their papers we have counts for
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cs.LG2023★ 16 cited
Differential Convolutional Fuzzy Time Series Forecasting
Tianxiang Zhan, Yuanpeng He, Yong Deng +1
Fuzzy time series forecasting (FTSF) is a typical forecasting method with wide application. Traditional FTSF is regarded as an expert system which leads to loss of the ability to r…
cs.LG2021
DVS: Deep Visibility Series and its Application in Construction Cost Index Forecasting
Tianxiang Zhan, Yuanpeng He, Hanwen Li +1
Time series forecasting is a hot spot in recent years. Visibility Graph (VG) algorithm is used for time series forecasting in previous research, but the forecasting effect is not a…
cs.LG2021
Construction Cost Index Forecasting: A Multi-feature Fusion Approach
Tianxiang Zhan, Yuanpeng He, Fuyuan Xiao
The construction cost index is an important indicator of the construction industry. Predicting CCI has important practical significance. This paper combines information fusion with…