AutoAI-TS: AutoAI for Time Series Forecasting
- Syed Yousaf Shah
- Dhaval Patel
- et al.
- 2021
- SIGMOD 2021
Publications
27 results for Bei Chen
Statistical and machine learning ensemble modelling to forecast sea surface temperature
- Stefan Wolff
- Fearghal O'Donncha
- et al.
- 2020
- Journal of Marine Systems
Depth-first proof-number search with heuristic edge cost and application to chemical synthesis planning
- Akihiro Kishimoto
- Beat Buesser
- et al.
- 2019
- NeurIPS 2019
Ensemble model aggregation using a computationally lightweight machine-learning model to forecast ocean waves
- Fearghal O'Donncha
- Yushan Zhang
- et al.
- 2019
- Journal of Marine Systems
Recurrent neural networks for autoregressive moving average model selection
- Bei Chen
- Beat Buesser
- et al.
- 2019
- ICBK 2019
An ensemble prediction model for train delays
- Rahul Nair
- Hoang Thanh Lam
- et al.
- 2019
- Transp. Res. Part C Emerg. Technol.
Castor: Contextual IoT time series data and model management at scale
- Bei Chen
- Bradley Eck
- et al.
- 2018
- ICDM 2018
An integrated framework that combines machine learning and numerical models to improve wave-condition forecasts
- Fearghal O'Donncha
- Yushan Zhang
- et al.
- 2018
- Journal of Marine Systems
Semantic Diagnosis Approach for Buildings
- Joern Ploennigs
- Michael Maghella
- et al.
- 2017
- IEEE Trans. Ind. Inf.
A scalable demand and renewable energy forecasting system for distribution grids
- Vincent P. A. Lonij
- Jean-Baptiste Fiot
- et al.
- 2016
- PESGM 2016