Search Results for author: Ju-e Guo

Found 4 papers, 0 papers with code

Using word embedding for environmental violation analysis: Evidence from Pennsylvania unconventional oil and gas compliance reports

no code implementations10 Nov 2021 Dan Bi, Ju-e Guo, Erlong Zhao, Shaolong Sun, Shouyang Wang

With the booming of the unconventional oil and gas industry, its inevitable damage to the environment and human health has attracted public attention.

Seasonal and Trend Forecasting of Tourist Arrivals: An Adaptive Multiscale Ensemble Learning Approach

no code implementations19 Feb 2020 Shaolong Suna, Dan Bi, Ju-e Guo, Shouyang Wang

In this study, a new adaptive multiscale ensemble (AME) learning approach incorporating variational mode decomposition (VMD) and least square support vector regression (LSSVR) is developed for short-, medium-, and long-term seasonal and trend forecasting of tourist arrivals.

Ensemble Learning

Tourism Demand Forecasting: An Ensemble Deep Learning Approach

no code implementations19 Feb 2020 Shaolong Sun, Yanzhao Li, Ju-e Guo, Shouyang Wang

The availability of tourism-related big data increases the potential to improve the accuracy of tourism demand forecasting, but presents significant challenges for forecasting, including curse of dimensionality and high model complexity.

AdaEnsemble Learning Approach for Metro Passenger Flow Forecasting

no code implementations18 Feb 2020 Shaolong Sun, Dongchuan Yang, Ju-e Guo, Shouyang Wang

Then we employ SARIMA model to forecast the periodic component, LSTM network to learn and forecast deterministic component and MLP network to forecast volatility component.

Cannot find the paper you are looking for? You can Submit a new open access paper.