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Hansika Hewamalage — most-cited papers & profile · Time Series
← authors
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overview
Hansika Hewamalage
4
papers ·
219
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices
2022 · 169 citations
Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology
2019 · 44 citations
NeuralProphet: Explainable Forecasting at Scale
2021 · 5 citations
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation
2020 · 1 citations
Top co-authors
Christoph Bergmeir
· 4
Kasun Bandara
· 2
Brian Seaman
· 1
Klaus Ackermann
· 1
Nikolay Laptev
· 1
Oskar Triebe
· 1
Peibei Shi
· 1
Polina Pilyugina
· 1
Quoc Tran
· 1
Ram Rajagopal
· 1
Yanfei Kang
· 1
Yuan-Hao Liu
· 1
Topics
Domain — Finance
Probabilistic
cs.SI
econ.EM
cs.LG
cs.AI
stat.ML
Linear & Patch Models
Transformer Forecasters
Foundation Models