Yanfei Kang | DeepAI

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Featured Co-authors

Christoph Bergmeir
34 publications
Rob J Hyndman
23 publications
Kasun Bandara
12 publications
Evangelos Theodorou
11 publications
Yixiong Chen
11 publications
Fotios Petropoulos
10 publications
Hansika Hewamalage
8 publications
Evangelos Spiliotis
7 publications
Xixi Li
7 publications
Yun Bai
7 publications
Feng Li
6 publications

∙ 04/06/2021

Enhancing the Diversity of Predictions Combination by Negative Correlation Learning

Predictions combination, as a combination model approach with adjustment...

0 Yun Bai, et al. ∙

∙ 03/04/2021

Exploring the representativeness of the M5 competition data

The main objective of the M5 competition, which focused on forecasting t...

0 Evangelos Theodorou, et al. ∙

∙ 02/28/2021

Exploring the social influence of Kaggle virtual community on the M5 competition

One of the most significant differences of M5 over previous forecasting ...

16 Xixi Li, et al. ∙

∙ 01/04/2021

Improving forecasting with sub-seasonal time series patterns

Time series forecasting plays an increasingly important role in modern b...

0 Xixi Li, et al. ∙

∙ 08/06/2020

Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation

Forecasting models that are trained across sets of many time series, kno...

0 Kasun Bandara, et al. ∙

∙ 08/31/2019

Déjà vu: forecasting with similarity

Accurate forecasts are vital for supporting the decisions of modern comp...

0 Yanfei Kang, et al. ∙

∙ 08/30/2019

FFORMPP: Feature-based forecast model performance prediction

This paper introduces a novel meta-learning algorithm for time series fo...

0 Thiyanga S. Talagala, et al. ∙

∙ 08/08/2019

Que será será? The uncertainty estimation of feature-based time series forecasts

Interval forecasts have significant advantages in providing uncertainty ...

0 Yanfei Kang, et al. ∙

∙ 06/11/2019

Probabilistic Forecasting with Temporal Convolutional Neural Network

We present a probabilistic forecasting framework based on convolutional ...

0 Yitian Chen, et al. ∙

∙ 04/17/2019

Forecasting with time series imaging

Feature-based time series representation has attracted substantial atten...

0 Xixi Li, et al. ∙

∙ 03/07/2019

GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

The explosion of time series data in recent years has brought a flourish...

0 Yanfei Kang, et al. ∙

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