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Geoffrey I. Webb — most-cited papers & profile · Time Series
← authors
·
overview
Geoffrey I. Webb
11
papers ·
149
citations ·
79
h-index
Monash University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep Learning for Time Series Anomaly Detection: A Survey
2022 · 74 citations
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection
2023 · 31 citations
Monash University, UEA, UCR Time Series Extrinsic Regression Archive
2020 · 11 citations
Monash Time Series Forecasting Archive
2021 · 3 citations
MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification
2021 · 1 citations
SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting
2022 · 1 citations
Top co-authors
Christoph Bergmeir
· 4
Chang Wei Tan
· 2
Rakshitha Godahewa
· 2
Shirui Pan
· 2
Angus Dempster
· 1
Cesare Alippi
· 1
Charu C. Aggarwal
· 1
Daniele Zambon
· 1
Daniel Schmidt
· 1
Francois Petitjean
· 1
Huan Yee Koh
· 1
Irwin King
· 1
Topics
cs.LG
stat.ML
Domain — Finance
Domain — Energy/Weather
stat.AP
cs.AI
Linear & Patch Models
Transformer Forecasters
Anomaly Detection