Construction Cost Index Forecasting: A Multi-feature Fusion Approach. (arXiv:2108.10155v4 [cs.LG] UPDATED)

Web: http://arxiv.org/abs/2108.10155

The construction cost index is an important indicator of the construction
industry. Predicting CCI has important practical significance. This paper
combines information fusion with machine learning, and proposes a multi-feature
fusion (MFF) module for time series forecasting. The main contribution of MFF
is to improve the prediction accuracy of CCI, and propose a feature fusion
framework for time series. Compared with the convolution module, the MFF module
is a module that extracts certain features. Experiments have proved that the
combination …

arxiv construction forecasting fusion