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Yanfei Kang — most-cited papers & profile · Time Series
← authors
·
overview
Yanfei Kang
15
papers ·
1038
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Forecasting: theory and practice
2020 · 514 citations
Forecast combinations: an over 50-year review
2022 · 232 citations
Forecasting with time series imaging
2019 · 102 citations
Distributed ARIMA Models for Ultra-long Time Series
2020 · 72 citations
Forecast with Forecasts: Diversity Matters
2020 · 46 citations
FFORMPP: Feature-based forecast model performance prediction
2019 · 41 citations
Probabilistic Forecasting with Temporal Convolutional Neural Network
2019 · 19 citations
Combining Probabilistic Forecasts of Intermittent Demand
2023 · 4 citations
The uncertainty estimation of feature-based forecast combinations
2019 · 3 citations
Forecasting large collections of time series: feature-based methods
2023 · 3 citations
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation
2020 · 1 citations
Feature-based intermittent demand forecast combinations: bias, accuracy and inventory implications
2022 · 1 citations
Déjà vu: A data-centric forecasting approach through time series cross-similarity
2019
Improving forecasting by subsampling seasonal time series
2021
Infinite forecast combinations based on Dirichlet process
2023
Top co-authors
Feng Li
· 10
Fotios Petropoulos
· 7
Xiaoqian Wang
· 4
Christoph Bergmeir
· 2
Evangelos Spiliotis
· 2
Li Li
· 2
Rob J Hyndman
· 2
Thiyanga S. Talagala
· 2
Vassilios Assimakopoulos
· 2
Xixi Li
· 2
Alessia Paccagnini
· 1
Alexander Dokumentov
· 1
Topics
Probabilistic
stat.AP
Domain — Energy/Weather
stat.ML
Linear & Patch Models
stat.ME
econ.EM
eess.SP
Foundation Models
Domain — Finance