pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting

no code implementations • 16 May 2023 • Yunyi Zhou, Zhixuan Chu, Yijia Ruan, Ge Jin, Yuchen Huang, Sheng Li

However, the choice of model highly relies on the characteristics of the input time series and the fixed distribution that the model is based on.

Probabilistic Time Series Forecasting Time Series

Hierarchical Capsule Prediction Network for Marketing Campaigns Effect

no code implementations • 22 Aug 2022 • Zhixuan Chu, Hui Ding, Guang Zeng, Yuchen Huang, Tan Yan, Yulin kang, Sheng Li

In this paper, we provide an in-depth analysis of the underlying parse tree-like structure involved in the effect prediction task and we further establish a Hierarchical Capsule Prediction Network (HapNet) for predicting the effects of marketing campaigns.

Marketing